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ORCIDIEEE Transactions on Medical Imaging, Volume 43
Volume 43, Number 1, January 2024
- Qingsong Xie
, Yuexiang Li, Nanjun He, Munan Ning, Kai Ma, Guoxing Wang, Yong Lian, Yefeng Zheng:
Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training. 4-14 - Zeyuan Chen, Yuanjie Zheng, James C. Gee:
TransMatch: A Transformer-Based Multilevel Dual-Stream Feature Matching Network for Unsupervised Deformable Image Registration. 15-27 - Wolfgang Noichl, Fabio De Marco, Konstantin Willer, Theresa Urban, Manuela Frank, Rafael Schick, Bernhard Gleich, Lorenz Hehn, Alex Gustschin, Pascal Meyer, Thomas Köhler, Ingo Maack, Klaus-Jürgen Engel, Bernd Lundt, Bernhard Renger, Alexander Fingerle, Daniela Pfeiffer, Ernst J. Rummeny, Julia Herzen, Franz Pfeiffer:
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer. 28-38 - Suzhong Fu, Jing Xu, Shilong Chang, Luyao Yang, Shuting Ling, Jinghan Cai, Jiayin Chen, Jiacheng Yuan, Ying Cai, Bei Zhang, Zicheng Huang, Kun Yang, Wenhai Sui, Linyan Xue, Qingliang Zhao:
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning. 39-50 - Ruipeng Zhang, Binjie Qin, Jun Zhao, Yueqi Zhu, Yisong Lv, Song Ding:
Locating X-Ray Coronary Angiogram Keyframes via Long Short-Term Spatiotemporal Attention With Image-to-Patch Contrastive Learning. 51-63 - Jiajia Li, Pingping Zhang, Teng Wang, Lei Zhu, Ruhan Liu, Xia Yang, Kaixuan Wang, Dinggang Shen, Bin Sheng:
DSMT-Net: Dual Self-Supervised Multi-Operator Transformation for Multi-Source Endoscopic Ultrasound Diagnosis. 64-75 - Jiaojiao Zhang, Shuo Zhang, Xiaoqian Shen, Thomas Lukasiewicz, Zhenghua Xu:
Multi-ConDoS: Multimodal Contrastive Domain Sharing Generative Adversarial Networks for Self-Supervised Medical Image Segmentation. 76-95 - Zihan Li, Yunxiang Li, Qingde Li, Puyang Wang, Dazhou Guo, Le Lu, Dakai Jin, You Zhang, Qingqi Hong:
LViT: Language Meets Vision Transformer in Medical Image Segmentation. 96-107 - Yanwu Yang, Chenfei Ye, Xutao Guo, Tao Wu, Yang Xiang, Heather Ting Ma:
Mapping Multi-Modal Brain Connectome for Brain Disorder Diagnosis via Cross-Modal Mutual Learning. 108-121 - Qiyang Zhang, Yingying Hu, Yumo Zhao, Jing Cheng, Wei Fan, Debin Hu, Fuxiao Shi, Shuangliang Cao, Yun Zhou, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu:
Deep Generalized Learning Model for PET Image Reconstruction. 122-134 - Samuel Beuret, Jean-Philippe Thiran:
Windowed Radon Transform and Tensor Rank-1 Decomposition for Adaptive Beamforming in Ultrafast Ultrasound. 135-148 - Lianyu Zhou, Lequan Yu, Liansheng Wang:
RECIST-Induced Reliable Learning: Geometry-Driven Label Propagation for Universal Lesion Segmentation. 149-161 - Shaohua Zhi, Yinghui Wang, Haonan Xiao, Ti Bai, Bing Li, Yunsong Tang, Chenyang Liu, Wen Li, Tian Li, Hong Ge, Jing Cai:
Coarse-Super-Resolution-Fine Network (CoSF-Net): A Unified End-to-End Neural Network for 4D-MRI With Simultaneous Motion Estimation and Super-Resolution. 162-174 - Wenhui Lei, Qi Su, Tianyu Jiang, Ran Gu, Na Wang, Xinglong Liu, Guotai Wang, Xiaofan Zhang, Shaoting Zhang:
One-Shot Weakly-Supervised Segmentation in 3D Medical Images. 175-189 - Meilu Zhu, Jing Liao, Jun Liu, Yixuan Yuan:
FedOSS: Federated Open Set Recognition via Inter-Client Discrepancy and Collaboration. 190-202 - Daniel H. Pak, Minliang Liu, Theodore Kim, Liang Liang, Andrés Caballero, John A. Onofrey, Shawn S. Ahn, Yilin Xu, Raymond McKay, Wei Sun, Rudolph L. Gleason, James S. Duncan:
Patient-Specific Heart Geometry Modeling for Solid Biomechanics Using Deep Learning. 203-215 - Jingxiong Li, Sunyi Zheng, Zhongyi Shui, Shichuan Zhang, Linyi Yang, Yuxuan Sun, Yunlong Zhang, Honglin Li, Yuanxin Ye, Peter M. A. van Ooijen, Kang Li, Lin Yang:
Masked Conditional Variational Autoencoders for Chromosome Straightening. 216-228 - Xinlu Tang, Chencheng Zhang, Rui Guo, Xinling Yang, Xiaohua Qian:
A Causality-Aware Graph Convolutional Network Framework for Rigidity Assessment in Parkinsonians. 229-240 - Ioannis Lagogiannis, Felix Meissen, Georgios Kaissis, Daniel Rueckert:
Unsupervised Pathology Detection: A Deep Dive Into the State of the Art. 241-252 - Karin A. van Garderen, Sebastian R. van der Voort, Maarten M. J. Wijnenga, Fatih Incekara, Ahmad Alafandi, Georgios Kapsas, Renske Gahrmann, Joost W. Schouten, Hendrikus J. Dubbink, Arnaud J. P. E. Vincent, Martin J. van den Bent, Pim J. French, Marion Smits, Stefan Klein:
Evaluating the Predictive Value of Glioma Growth Models for Low-Grade Glioma After Tumor Resection. 253-263 - Yutong Ban, Jennifer A. Eckhoff, Thomas M. Ward, Daniel A. Hashimoto, Ozanan R. Meireles, Daniela Rus, Guy Rosman:
Concept Graph Neural Networks for Surgical Video Understanding. 264-274 - Cong Gao, Anqi Feng, Xingtong Liu, Russell H. Taylor, Mehran Armand, Mathias Unberath:
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers. 275-285 - Rodrigo A. Lobos, Chin-Cheng Chan, Justin P. Haldar:
New Theory and Faster Computations for Subspace-Based Sensitivity Map Estimation in Multichannel MRI. 286-296 - Jiacheng Wang, Yueming Jin, Danail Stoyanov, Liansheng Wang:
FedDP: Dual Personalization in Federated Medical Image Segmentation. 297-308 - Yinglin Zhang, Ruiling Xi, Lingxi Zeng, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu:
Structural Priors Guided Network for the Corneal Endothelial Cell Segmentation. 309-320 - Alper Güngör, Baris Askin, Damla Alptekin Soydan, Can Baris Top, Emine Ulku Saritas, Tolga Çukur:
DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging. 321-334 - Lie Ju, Zhen Yu, Lin Wang, Xin Zhao, Xin Wang, C. Paul Bonnington, Zongyuan Ge:
Hierarchical Knowledge Guided Learning for Real-World Retinal Disease Recognition. 335-350 - Jungkyu Park, Jakub Chledowski, Stanislaw Jastrzebski, Jan Witowski, Yanqi Xu, Linda Du, Sushma Gaddam, Eric Kim, Alana Lewin, Ujas Parikh, Anastasia Plaunova, Sardius Chen, Alexandra Millet, James Park, Kristine Pysarenko, Shalin Patel, Julia Goldberg, Melanie Wegener, Linda Moy, Laura Heacock, Beatriu Reig, Krzysztof J. Geras:
An Efficient Deep Neural Network to Classify Large 3D Images With Small Objects. 351-365 - S. Neda Ahmadi Amiri, Michael Y. Tsang, Ang Nan Gu, Teresa S. M. Tsang, Purang Abolmaesumi:
Transformer-Based Spatio-Temporal Analysis for Classification of Aortic Stenosis Severity From Echocardiography Cine Series. 366-376 - Raymond Joseph Acciavatti, Chloe J. Choi, Trevor Lewis Vent, Bruno Barufaldi, Eric A. Cohen, E. Paul Wileyto, Andrew D. A. Maidment:
Non-Isocentric Geometry for Next-Generation Tomosynthesis With Super-Resolution. 377-391 - Chong Wang, Yuanhong Chen, Fengbei Liu, Michael Elliott, Chun Fung Kwok, Carlos A. Peña-Solórzano, Helen Frazer, Davis James McCarthy, Gustavo Carneiro:
An Interpretable and Accurate Deep-Learning Diagnosis Framework Modeled With Fully and Semi-Supervised Reciprocal Learning. 392-404 - Lingyun Wu, Xiang Gao, Zhiqiang Hu, Shaoting Zhang:
Pattern-Aware Transformer: Hierarchical Pattern Propagation in Sequential Medical Images. 405-415 - Yiyue Li, Guangwu Qian, Xiaoshuang Jiang, Zekun Jiang, Wen Wen, Shaoting Zhang, Kang Li, Qicheng Lao:
Hierarchical-Instance Contrastive Learning for Minority Detection on Imbalanced Medical Datasets. 416-426 - Tingting Dan, Minjeong Kim, Won Hwa Kim, Guorong Wu:
Developing Explainable Deep Model for Discovering Novel Control Mechanism of Neuro-Dynamics. 427-438 - Chim Lee Cheung, Mengjie Wu, Ge Fang, Justin D. L. Ho, Liyuan Liang, Kel Vin Tan, Fa-Hsuan Lin, Hing-Chiu Chang, Ka-Wai Kwok:
Omnidirectional Monolithic Marker for Intra-Operative MR-Based Positional Sensing in Closed MRI. 439-448 - Alykhan Sewani, Carlos-Felipe Roa, James J. Zhou, Yara Alawneh, Amaar Quadri, Rene Gilliland-Rocque, Emmanuel Chérin, Andrew Dueck, Christine E. M. Demore, Graham A. Wright, Mohammad Ali Tavallaei:
The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures. 449-458 - Zhiyun Song, Penghui Du, Junpeng Yan, Kailu Li, Jianzhong Shou, Maode Lai, Yubo Fan, Yan Xu:
Nucleus-Aware Self-Supervised Pretraining Using Unpaired Image-to-Image Translation for Histopathology Images. 459-472 - Zhiwei Tan, Fei Shi, Yi Zhou, Jingcheng Wang, Meng Wang, Yuanyuan Peng, Kai Xu, Ming Liu, Xinjian Chen:
A Multi-Scale Fusion and Transformer Based Registration Guided Speckle Noise Reduction for OCT Images. 473-488 - Hong Wang, Qi Xie, Dong Zeng, Jianhua Ma, Deyu Meng, Yefeng Zheng:
OSCNet: Orientation-Shared Convolutional Network for CT Metal Artifact Learning. 489-502 - Chenyuan Bian, Nan Xia, Anmu Xie, Shan Cong, Qian Dong:
Adversarially Trained Persistent Homology Based Graph Convolutional Network for Disease Identification Using Brain Connectivity. 503-516 - Lanzhuju Mei, Yu Fang, Yue Zhao, Xiang Sean Zhou, Min Zhu, Zhiming Cui, Dinggang Shen:
DTR-Net: Dual-Space 3D Tooth Model Reconstruction From Panoramic X-Ray Images. 517-528 - Huy Hoang Nguyen, Matthew B. Blaschko, Simo Saarakkala, Aleksei Tiulpin:
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting From Multimodal Data. 529-541 - Coen de Vente, Koenraad A. Vermeer, Nicolas Jaccard, He Wang, Hongyi Sun, Firas Khader, Daniel Truhn, Temirgali Aimyshev, Yerkebulan Zhanibekuly, Tien-Dung Le, Adrian Galdran, Miguel Ángel González Ballester, Gustavo Carneiro, Devika R. G, Hrishikesh Panikkasseril Sethumadhavan, Densen Puthussery, Hong Liu, Zekang Yang, Satoshi Kondo, Satoshi Kasai, Edward Wang, Ashritha Durvasula, Jónathan Heras, Miguel Ángel Zapata, Teresa Araújo, Guilherme Aresta, Hrvoje Bogunovic, Mustafa Arikan, Yeong Chan Lee, Hyun Bin Cho, Yoon Ho Choi, Abdul Qayyum, Imran Razzak, Bram van Ginneken, Hans G. Lemij, Clara I. Sánchez:
AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge. 542-557 - Kaicong Sun, Qian Wang, Dinggang Shen:
Joint Cross-Attention Network With Deep Modality Prior for Fast MRI Reconstruction. 558-569 - Liang Jin, Shixuan Gu, Donglai Wei, Jason Ken Adhinarta, Kaiming Kuang, Yongjie Jessica Zhang, Hanspeter Pfister, Bingbing Ni, Jiancheng Yang, Ming Li:
: A Large-Scale Benchmark for Rib Labeling and Anatomical Centerline Extraction. 570-581 - Pengfei Guo, Yiqun Mei, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel:
ReconFormer: Accelerated MRI Reconstruction Using Recurrent Transformer. 582-593 - Wei Li, Guanghai Liu, Haoyi Fan, Zuoyong Li, David Zhang:
Self-Supervised Multi-Scale Cropping and Simple Masked Attentive Predicting for Lung CT-Scan Anomaly Detection. 594-607
Volume 43, Number 2, February 2024
- Ali Hashemi, Chang Cai, Yijing Gao, Sanjay Ghosh, Klaus-Robert Müller, Srikantan S. Nagarajan, Stefan Haufe:
Joint Learning of Full-Structure Noise in Hierarchical Bayesian Regression Models. 610-624 - Wentao Hu, Lianglun Cheng, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Chi-Man Pun, Jian Zhou, Muyan Cai:
Learning From Incorrectness: Active Learning With Negative Pre-Training and Curriculum Querying for Histological Tissue Classification. 625-637 - Bingxue Liu, Yongchao Wang, Natalie Fomin-Thunemann, Martin Thunemann, Kivilcim Kiliç, Anna Devor, Xiaojun Cheng, Jiyong Tan, John Jiang, David A. Boas, Jianbo Tang:
Time-Lagged Functional Ultrasound for Multi-Parametric Cerebral Hemodynamic Imaging. 638-648 - Huisi Wu, Baiming Zhang, Cheng Chen, Jing Qin:
Federated Semi-Supervised Medical Image Segmentation via Prototype-Based Pseudo-Labeling and Contrastive Learning. 649-661 - Paul Xing, Jonathan Porée, Brice Rauby, Antoine Malescot, Eric Martineau, Vincent Perrot, Ravi L. Rungta, Jean Provost:
Phase Aberration Correction for In Vivo Ultrasound Localization Microscopy Using a Spatiotemporal Complex-Valued Neural Network. 662-673 - Yating Ling, Yuling Wang, Wenli Dai, Jie Yu, Ping Liang, Dexing Kong:
MTANet: Multi-Task Attention Network for Automatic Medical Image Segmentation and Classification. 674-685 - Yubo Tan, Wen-Da Shen, Ming-Yuan Wu, Gui-Na Liu, Shixuan Zhao, Yang Chen, Kai-Fu Yang, Yong-Jie Li:
Retinal Layer Segmentation in OCT Images With Boundary Regression and Feature Polarization. 686-700 - Fangda Li, Zhiqiang Hu, Wen Chen, Avinash C. Kak:
A Laplacian Pyramid Based Generative H&E Stain Augmentation Network. 701-713 - Vincent Gras, Nicolas Boulant, Michel Luong, Laurent Morel, Nicolas Le Touz, Jean-Pierre Adam, Jean-Christophe Joly:
A Mathematical Analysis of Clustering-Free Local SAR Compression Algorithms for MRI Safety in Parallel Transmission. 714-722 - Xiao Zhang, Kaicong Sun, Dijia Wu, Xiaosong Xiong, Jiameng Liu, Linlin Yao, Shufang Li, Yining Wang, Jun Feng, Dinggang Shen:
An Anatomy- and Topology-Preserving Framework for Coronary Artery Segmentation. 723-733 - Ting Su, Jiongtao Zhu, Xin Zhang, Yuhang Tan, Han Cui, Dong Zeng, Jinchuan Guo, Hairong Zheng, Jianhua Ma, Dong Liang, Yongshuai Ge:
Super Resolution Dual-Energy Cone-Beam CT Imaging With Dual-Layer Flat-Panel Detector. 734-744 - Qi Gao, Zilong Li, Junping Zhang, Yi Zhang, Hongming Shan:
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization. 745-759 - Raha Razavi, Gerlind Plonka, Hossein Rabbani:
X-Let's Atom Combinations for Modeling and Denoising of OCT Images by Modified Morphological Component Analysis. 760-770 - Tri Vu, Paul Klippel, Aidan J. Canning, Chenshuo Ma, Huijuan Zhang, Ludmila A. Kasatkina, Yuqi Tang, Jun Xia, Vladislav V. Verkhusha, Tuan Vo-Dinh, Yun Jing, Junjie Yao:
On the Importance of Low-Frequency Signals in Functional and Molecular Photoacoustic Computed Tomography. 771-783 - Louis D. van Harten, Jaap Stoker, Ivana Isgum:
Robust Deformable Image Registration Using Cycle-Consistent Implicit Representations. 784-793 - Liming Zhong, Zeli Chen, Hai Shu, Kaiyi Zheng, Yin Li, Weicui Chen, Yuankui Wu, Jianhua Ma, Qianjin Feng, Wei Yang:
Multi-Scale Tokens-Aware Transformer Network for Multi-Region and Multi-Sequence MR-to-CT Synthesis in a Single Model. 794-806 - Yuxuan Yang, Hao Wang, Jizhou Wang, Kai Dong, Shuai Ding:
Semantic-Preserving Surgical Video Retrieval With Phase and Behavior Coordinated Hashing. 807-819 - Wen Ji, Albert C. S. Chung:
Unsupervised Domain Adaptation for Medical Image Segmentation Using Transformer With Meta Attention. 820-831 - Xiaofei Huang, Hongfang Gong:
A Dual-Attention Learning Network With Word and Sentence Embedding for Medical Visual Question Answering. 832-845 - Veronika Spieker, Hannah Eichhorn, Kerstin Hammernik, Daniel Rueckert, Christine Preibisch, Dimitrios C. Karampinos, Julia A. Schnabel:
Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review. 846-859 - Jingyu Liu, Weigang Cui, Yipeng Chen, Yulan Ma, Qunxi Dong, Ran Cai, Yang Li, Bin Hu:
Deep Fusion of Multi-Template Using Spatio-Temporal Weighted Multi-Hypergraph Convolutional Networks for Brain Disease Analysis. 860-873 - Seyed Mohsen Ranjbaran, Hossein S. Aghamiry, Ali Gholami, Stéphane Operto, Kamran Avanaki:
Quantitative Photoacoustic Tomography Using Iteratively Refined Wavefield Reconstruction Inversion: A Simulation Study. 874-885 - Yijun Wang, Rui Lang, Rui Li, Junsong Zhang:
NRTR: Neuron Reconstruction With Transformer From 3D Optical Microscopy Images. 886-898 - Jie Lian, Jingyu Liu, Shu Zhang, Kai Gao, Xiaoqing Liu, Dingwen Zhang, Yizhou Yu:
Correction to "A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation". 899
Volume 43, Number 3, March 2024
- Yuanming Zhang, Zheng Li, Xiangmin Han, Saisai Ding, Juncheng Li, Jun Wang, Shihui Ying, Jun Shi:
Pseudo-Data Based Self-Supervised Federated Learning for Classification of Histopathological Images. 902-915 - Jiening Zhu, Harini Veeraraghavan, Jue Jiang, Jung Hun Oh, Larry Norton, Joseph O. Deasy, Allen R. Tannenbaum:
Wasserstein HOG: Local Directionality Extraction via Optimal Transport. 916-927 - Lei Du, Ying Zhao, Jianting Zhang, Muheng Shang, Jin Zhang, Junwei Han:
Identification of Genetic Risk Factors Based on Disease Progression Derived From Longitudinal Brain Imaging Phenotypes. 928-939 - Antonio Ortiz-Gonzalez, Erich Kobler, Stefan Simon, Leon Bischoff, Sebastian Nowak, Alexander Isaak, Wolfgang Block, Alois M. Sprinkart, Ulrike I. Attenberger, Julian A. Luetkens, Eduardo Bayro-Corrochano, Alexander Effland:
Optical Flow-Guided Cine MRI Segmentation With Learned Corrections. 940-953 - Marawan Elbatel, Robert Martí, Xiaomeng Li:
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition. 954-965 - Weiwen Wu, Yanyang Wang, Qiegen Liu, Ge Wang, Jianjia Zhang:
Wavelet-Improved Score-Based Generative Model for Medical Imaging. 966-979 - Yunxiang Li, Hua-Chieh Shao, Xiao Liang, Liyuan Chen, Ruiqi Li, Steve B. Jiang, Jing Wang, You Zhang:
Zero-Shot Medical Image Translation via Frequency-Guided Diffusion Models. 980-993 - Yan Pang, Jiaming Liang, Teng Huang, Hao Chen, Yunhao Li, Dan Li, Lin Huang, Qiong Wang:
Slim UNETR: Scale Hybrid Transformers to Efficient 3D Medical Image Segmentation Under Limited Computational Resources. 994-1005 - Yuchen Pei, Fenqiang Zhao, Tao Zhong, Laifa Ma, Lufan Liao, Zhengwang Wu, Li Wang, He Zhang, Lisheng Wang, Gang Li:
PETS-Nets: Joint Pose Estimation and Tissue Segmentation of Fetal Brains Using Anatomy-Guided Networks. 1006-1017 - Mohsin Challoob, Yongsheng Gao, Andrew Busch:
Distinctive Phase Interdependency Model for Retinal Vasculature Delineation in OCT-Angiography Images. 1018-1032 - Stefano van Gogh, Subhadip Mukherjee, Michal Rawlik, Alexandre Pereira, Simon Spindler, Marie-Christine Zdora, Martin Stauber, Zsuzsanna Varga, Marco Stampanoni:
Data-Driven Gradient Regularization for Quasi-Newton Optimization in Iterative Grating Interferometry CT Reconstruction. 1033-1044 - Yulan Ma, Weigang Cui, Jingyu Liu, Yuzhu Guo, Huiling Chen, Yang Li:
A Multi-Graph Cross-Attention-Based Region-Aware Feature Fusion Network Using Multi-Template for Brain Disorder Diagnosis. 1045-1059 - Li-Wei Fu, Chih-Hao Liu, Manu Jain, Chih-Shan Jason Chen, Yu-Hung Wu, Sheng-Lung Huang, Homer H. Chen:
Training With Uncertain Annotations for Semantic Segmentation of Basal Cell Carcinoma From Full-Field OCT Images. 1060-1070 - Saeed Moazami, Deep Ray, Daniel Pelletier, Assad A. Oberai:
Probabilistic Brain Extraction in MR Images via Conditional Generative Adversarial Networks. 1071-1088 - Jinhong Wang, Zhe Xu, Wenhao Zheng, Haochao Ying, Tingting Chen, Zuozhu Liu, Danny Z. Chen, Ke Yao, Jian Wu:
A Transformer-Based Knowledge Distillation Network for Cortical Cataract Grading. 1089-1101 - Jia Guo, Shuai Lu, Lize Jia, Weihang Zhang, Huiqi Li:
Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images. 1102-1112 - Xinyu Nie, Jialiang Ruan, María Concepción García Otaduy, Lea Tenenholz Grinberg, John M. Ringman, Yonggang Shi:
Surface-Based Probabilistic Fiber Tracking in Superficial White Matter. 1113-1124 - Mi-Ae Park, Vlad G. Zaha, Ramsey D. Badawi, Spencer L. Bowen:
Supplemental Transmission Aided Attenuation Correction for Quantitative Cardiac PET. 1125-1137 - Samuel Kurtz, Bertrand Wattrisse, Elijah E. W. Van Houten:
Minimizing Measurement-Induced Errors in Viscoelastic MR Elastography. 1138-1148 - Dingyi Rong, Zhongyin Zhao, Yue Wu, Bilian Ke, Bingbing Ni:
Prediction of Myopia Eye Axial Elongation With Orthokeratology Treatment via Dense I2I Based Corneal Topography Change Analysis. 1149-1164 - Dmitrii A. Lachinov, Arunava Chakravarty, Christoph Grechenig, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
Learning Spatio-Temporal Model of Disease Progression With NeuralODEs From Longitudinal Volumetric Data. 1165-1179 - Yi Zhang, Jiayue Li, Xinyang Li, Min Xie, Md. Tauhidul Islam, Haixian Zhang:
FAOT-Net: A 1.5-Stage Framework for 3D Pelvic Lymph Node Detection With Online Candidate Tuning. 1180-1190 - Fan Zhang, Kang Ik Kevin Cho, Johanna Seitz-Holland, Lipeng Ning, Jon Haitz Legarreta, Yogesh Rathi, Carl-Fredrik Westin, Lauren J. O'Donnell, Ofer Pasternak:
DDParcel: Deep Learning Anatomical Brain Parcellation From Diffusion MRI. 1191-1202 - Peizhou Huang, Chaoyi Zhang, Xiaoliang Zhang, Xiaojuan Li, Dong Liang, Leslie Ying:
Self-Supervised Deep Unrolled Reconstruction Using Regularization by Denoising. 1203-1213 - Janek Gröhl, Thomas R. Else, Lina Hacker, Ellie V. Bunce, Paul W. Sweeney, Sarah E. Bohndiek:
Moving Beyond Simulation: Data-Driven Quantitative Photoacoustic Imaging Using Tissue-Mimicking Phantoms. 1214-1224 - Yinhao Liang, Wenjie Tang, Ting Wang, Wing W. Y. Ng, Siyi Chen, Kuiming Jiang, Xinhua Wei, Xinqing Jiang, Yuan Guo:
HRadNet: A Hierarchical Radiomics-Based Network for Multicenter Breast Cancer Molecular Subtypes Prediction. 1225-1236 - Jicheng Liu, Hui Liu, Huazhu Fu, Yu Ye, Kun Chen, Yu Lu, Jianbo Mao, Ronald X. Xu, Mingzhai Sun:
Edge-Guided Contrastive Adaptation Network for Arteriovenous Nicking Classification Using Synthetic Data. 1237-1246 - Aditya Murali, Deepak Alapatt, Pietro Mascagni, Armine Vardazaryan, Alain Garcia, Nariaki Okamoto, Didier Mutter, Nicolas Padoy:
Latent Graph Representations for Critical View of Safety Assessment. 1247-1258 - Mengyun Qiao, Shuo Wang, Huaqi Qiu, Antonio de Marvao, Declan P. O'Regan, Daniel Rueckert, Wenjia Bai:
CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy. 1259-1269
Volume 43, Number 4, April 2024
- Rudolf L. M. van Herten, Nils Hampe, Richard A. P. Takx, Klaas Jan Franssen, Yining Wang, Dominika Suchá, José P. Henriques, Tim Leiner, Nils Planken, Ivana Isgum:
Automatic Coronary Artery Plaque Quantification and CAD-RADS Prediction Using Mesh Priors. 1272-1283 - Han Yang, Qiuli Wang, Yue Zhang, Zhulin An, Chen Liu, Xiaohong Zhang, S. Kevin Zhou:
Lung Nodule Segmentation and Uncertain Region Prediction With an Uncertainty-Aware Attention Mechanism. 1284-1295 - Qingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou:
Adversarial Medical Image With Hierarchical Feature Hiding. 1296-1307 - Min Liu, Yubin Han, Jiazheng Wang, Can Wang, Yaonan Wang, Erik Meijering:
LSKANet: Long Strip Kernel Attention Network for Robotic Surgical Scene Segmentation. 1308-1322 - Heng Li, Ziqin Lin, Zhongxi Qiu, Zinan Li, Ke Niu, Na Guo, Huazhu Fu, Yan Hu, Jiang Liu:
Enhancing and Adapting in the Clinic: Source-Free Unsupervised Domain Adaptation for Medical Image Enhancement. 1323-1336 - Chen Lin, Zhenfeng Zhu, Yawei Zhao, Ying Zhang, Kunlun He, Yao Zhao:
SGT++: Improved Scene Graph-Guided Transformer for Surgical Report Generation. 1337-1346 - Juzheng Miao, Siping Zhou, Guang-Quan Zhou, Kai-Ni Wang, Meng Yang, Shoujun Zhou, Yang Chen:
SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training Model for Semi-Supervised Medical Image Segmentation. 1347-1364 - Rui Guo, Zhichao Lin, Jingyu Xin, Maokun Li, Fan Yang, Shenheng Xu, Aria Abubakar:
Three Dimensional Microwave Data Inversion in Feature Space for Stroke Imaging. 1365-1376 - Eunsong Kang, Da-Woon Heo, Jiwon Lee, Heung-Il Suk:
A Learnable Counter-Condition Analysis Framework for Functional Connectivity-Based Neurological Disorder Diagnosis. 1377-1387 - Jiabo Ma, Hao Chen:
Efficient Supervised Pretraining of Swin-Transformer for Virtual Staining of Microscopy Images. 1388-1399 - Wonsik Jung, Eunjin Jeon, Eunsong Kang, Heung-Il Suk:
EAG-RS: A Novel Explainability-Guided ROI-Selection Framework for ASD Diagnosis via Inter-Regional Relation Learning. 1400-1411 - Gianpaolo Bontempo, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra:
A Graph-Based Multi-Scale Approach With Knowledge Distillation for WSI Classification. 1412-1421 - Fabio De Marco, Jana Andrejewski, Theresa Urban, Konstantin Willer, Lukas Gromann, Thomas Köhler, Hanns-Ingo Maack, Julia Herzen, Franz Pfeiffer:
X-Ray Dark-Field Signal Reduction Due to Hardening of the Visibility Spectrum. 1422-1433 - Ziying Yin, Guoyang Li, Zhaoyi Zhang, Yang Zheng, Yanping Cao:
SWENet: A Physics-Informed Deep Neural Network (PINN) for Shear Wave Elastography. 1434-1448 - Jinhua Liu, Christian Desrosiers, Dexin Yu, Yuanfeng Zhou:
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints. 1449-1461 - Weiyuan Lin, Zhifan Gao, Hui Liu, Heye Zhang:
A Deformable Constraint Transport Network for Optimal Aortic Segmentation From CT Images. 1462-1475 - Pan Liu, Gao Huang, Jing Jing, Suyan Bian, Liuquan Cheng, Xin Yang Lu, Chongyou Rao, Yu Liu, Yun Hua, Yongjun Wang, Kunlun He:
An Energy Matching Vessel Segmentation Framework in 3-D Medical Images. 1476-1488 - Qingjie Meng, Wenjia Bai, Declan P. O'Regan, Daniel Rueckert:
DeepMesh: Mesh-Based Cardiac Motion Tracking Using Deep Learning. 1489-1500 - Jiawen Li, Junru Cheng, Lingqin Meng, Hui Yan, Yonghong He, Huijuan Shi, Tian Guan, Anjia Han:
DeepTree: Pathological Image Classification Through Imitating Tree-Like Strategies of Pathologists. 1501-1512 - Jiachen Chen, Mengyang Li, Hu Han, Zhiming Zhao, Xilin Chen:
SurgNet: Self-Supervised Pretraining With Semantic Consistency for Vessel and Instrument Segmentation in Surgical Images. 1513-1525 - Kai Ma, Xuyun Wen, Qi Zhu, Daoqiang Zhang:
Ordinal Pattern Tree: A New Representation Method for Brain Network Analysis. 1526-1538 - Ruimin Feng, Qing Wu, Jie Feng, Huajun She, Chunlei Liu, Yuyao Zhang, Hongjiang Wei:
IMJENSE: Scan-Specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI. 1539-1553 - Minghan Fu, Na Zhang, Zhenxing Huang, Chao Zhou, Xu Zhang, Jianmin Yuan, Qiang He, Yongfeng Yang, Hairong Zheng, Dong Liang, Fang-Xiang Wu, Wei Fan, Zhanli Hu:
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising. 1554-1567 - Gang Qu, Anton Orlichenko, Junqi Wang, Gemeng Zhang, Li Xiao, Kun Zhang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang:
Interpretable Cognitive Ability Prediction: A Comprehensive Gated Graph Transformer Framework for Analyzing Functional Brain Networks. 1568-1578 - Samuel Beuret, Baptiste Hériard-Dubreuil, Naiara Korta Martiartu, Michael Jaeger, Jean-Philippe Thiran:
Windowed Radon Transform for Robust Speed-of-Sound Imaging With Pulse-Echo Ultrasound. 1579-1593 - Thomas Payen, Sébastien M. Crouzet, Nicolas Guillen, Yao Chen, Jean-Yves Chapelon, Cyril Lafon, Stefan Catheline:
Passive Elastography for Clinical HIFU Lesion Detection. 1594-1604 - Yinsheng Li, Juan Feng, Jun Xiang, Zixiao Li, Dong Liang:
AIRPORT: A Data Consistency Constrained Deep Temporal Extrapolation Method To Improve Temporal Resolution In Contrast Enhanced CT Imaging. 1605-1618 - Huimin Zhang, Mingyang Ren, Yu Wang, Zhiyuan Jin, Shanxiang Zhang, Jiaqian Liu, Jia Fu, Huan Qin:
In Vivo Microwave-Induced Thermoacoustic Endoscopy for Colorectal Tumor Detection in Deep Tissue. 1619-1627 - Shuangchun Gui, Zhenkun Wang, Jixiang Chen, Xun Zhou, Chen Zhang, Yi Cao:
MT4MTL-KD: A Multi-Teacher Knowledge Distillation Framework for Triplet Recognition. 1628-1639 - Chenhao Pei, Fuping Wu, Mingjing Yang, Lin Pan, Wangbin Ding, Jinwei Dong, Liqin Huang, Xiahai Zhuang:
Multi-Source Domain Adaptation for Medical Image Segmentation. 1640-1651
Volume 43, Number 5, May 2024
- Yuya Onishi, Fumio Hashimoto, Kibo Ote, Ryosuke Ota:
Whole Reconstruction-Free System Design for Direct Positron Emission Imaging From Image Generation to Attenuation Correction. 1654-1663 - Kangfu Han, Gang Li, Zhiwen Fang, Feng Yang:
Multi-Template Meta-Information Regularized Network for Alzheimer's Disease Diagnosis Using Structural MRI. 1664-1676 - Xing Li, Kaili Jing, Yan Yang, Yongbo Wang, Jianhua Ma, Hairong Zheng, Zongben Xu:
Noise-Generating and Imaging Mechanism Inspired Implicit Regularization Learning Network for Low Dose CT Reconstrution. 1677-1689 - Giulia Tuccio, Sajjad Afrakhteh, Giovanni Iacca, Libertario Demi:
Time Efficient Ultrasound Localization Microscopy Based on A Novel Radial Basis Function 2D Interpolation. 1690-1701 - Yutian Zhong, Shuangyang Zhang, Zhenyang Liu, Xiaoming Zhang, Zongxin Mo, Yizhe Zhang, Haoyu Hu, Wufan Chen, Li Qi:
Unsupervised Fusion of Misaligned PAT and MRI Images via Mutually Reinforcing Cross-Modality Image Generation and Registration. 1702-1714 - Along He, Tao Li, Juncheng Yan, Kai Wang, Huazhu Fu:
Bilateral Supervision Network for Semi-Supervised Medical Image Segmentation. 1715-1726 - Jianjun Zhu, Cheng Wang, Yi Zhang, Meixiao Zhan, Wei Zhao, Sitong Teng, Ligong Lu, Gaojun Teng:
3D/2D Vessel Registration Based on Monte Carlo Tree Search and Manifold Regularization. 1727-1739 - Zhi Wei Tay, Han-Joon Kim, John S. Ho, Malini Olivo:
A Magnetic Particle Imaging Approach for Minimally Invasive Imaging and Sensing With Implantable Bioelectronic Circuits. 1740-1752 - Sourya Sengupta, Mark A. Anastasio:
A Test Statistic Estimation-Based Approach for Establishing Self-Interpretable CNN-Based Binary Classifiers. 1753-1765 - Yifei Jin, Ling-Jian Meng:
Exploration of Coincidence Detection of Cascade Photons to Enhance Preclinical Multi-Radionuclide SPECT Imaging. 1766-1781 - Shubham Mandot, Elena Maria Zannoni, Ling Cai, Xingchen Nie, Patrick J. La Rivière, Matthew D. Wilson, Ling-Jian Meng:
A High-Sensitivity Benchtop X-Ray Fluorescence Emission Tomography (XFET) System With a Full-Ring of X-Ray Imaging-Spectrometers and a Compound-Eye Collimation Aperture. 1782-1791 - Xiang Luo, Zhongyu Li, Canhua Xu, Bite Zhang, Liangliang Zhang, Jihua Zhu, Peng Huang, Xin Wang, Meng Yang, Shi Chang:
Semi-Supervised Thyroid Nodule Detection in Ultrasound Videos. 1792-1803 - Yuxi Ma, Jiacheng Wang, Jing Yang, Liansheng Wang:
Model-Heterogeneous Semi-Supervised Federated Learning for Medical Image Segmentation. 1804-1815 - Yuanyuan Chen, Xiaoqing Guo, Yong Xia, Yixuan Yuan:
Disentangle Then Calibrate With Gradient Guidance: A Unified Framework for Common and Rare Disease Diagnosis. 1816-1827 - Zimeng Li, Sa Xiao, Cheng Wang, Haidong Li, Xiuchao Zhao, Caohui Duan, Qian Zhou, Qiuchen Rao, Yuan Fang, Junshuai Xie, Lei Shi, Fumin Guo, Chaohui Ye, Xin Zhou:
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI. 1828-1840 - Pei Liu, Luping Ji, Xinyu Zhang, Feng Ye:
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification. 1841-1852 - Chentao Cao, Zhuo-Xu Cui, Yue Wang, Shaonan Liu, Taijin Chen, Hairong Zheng, Dong Liang, Yanjie Zhu:
High-Frequency Space Diffusion Model for Accelerated MRI. 1853-1865 - Zilong Li, Qi Gao, Yaping Wu, Chuang Niu, Junping Zhang, Meiyun Wang, Ge Wang, Hongming Shan:
Quad-Net: Quad-Domain Network for CT Metal Artifact Reduction. 1866-1879 - Zhihao Chen, Chuang Niu, Qi Gao, Ge Wang, Hongming Shan:
LIT-Former: Linking In-Plane and Through-Plane Transformers for Simultaneous CT Image Denoising and Deblurring. 1880-1894 - Quanmin Liang, Junji Ma, Xi-tian Chen, Qixiang Lin, Ni Shu, Zhengjia Dai, Ying Lin:
A Hybrid Routing Pattern in Human Brain Structural Network Revealed By Evolutionary Computation. 1895-1909 - Piotr Kijanka, Matthew W. Urban:
Ultrasound Shear Elastography With Expanded Bandwidth (USEWEB): A Novel Method for 2D Shear Phase Velocity Imaging of Soft Tissues. 1910-1922 - Hui Zhu, Yi Zeng, Xiran Cai:
Passive Acoustic Mapping for Convex Arrays With the Helical Wave Spectrum Method. 1923-1933 - Zhuoyue Yang, Junjun Pan, Ju Dai, Zhen Sun, Yi Xiao:
Self-Supervised Lightweight Depth Estimation in Endoscopy Combining CNN and Transformer. 1934-1944 - Yan Wang, Liangli Zhen, Tien-En Tan, Huazhu Fu, Yangqin Feng, Zizhou Wang, Xinxing Xu, Rick Siow Mong Goh, Yipin Ng, Claire Calhoun, Gavin Siew Wei Tan, Jennifer K. Sun, Yong Liu, Daniel Shu Wei Ting:
Geometric Correspondence-Based Multimodal Learning for Ophthalmic Image Analysis. 1945-1957 - Qianqian Chen, Jiadong Zhang, Runqi Meng, Lei Zhou, Zhenhui Li, Qianjin Feng, Dinggang Shen:
Modality-Specific Information Disentanglement From Multi-Parametric MRI for Breast Tumor Segmentation and Computer-Aided Diagnosis. 1958-1971 - Zhizhong Chai, Luyang Luo, Huangjing Lin, Pheng-Ann Heng, Hao Chen:
Deep Omni-Supervised Learning for Rib Fracture Detection From Chest Radiology Images. 1972-1982 - Michele Ambrosanio, Martina Teresa Bevacqua, Joe LoVetri, Vito Pascazio, Tommaso Isernia:
In-Vivo Electrical Properties Estimation of Biological Tissues by Means of a Multi-Step Microwave Tomography Approach. 1983-1994 - Han Liu, Zhoubing Xu, Riqiang Gao, Hao Li, Jianing Wang, Guillaume Chabin, Ipek Oguz, Sasa Grbic:
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training. 1995-2009 - Kevinminh Ta, Shawn S. Ahn, Stephanie Thorn, John C. Stendahl, Xiaoran Zhang, Jonathan Langdon, Lawrence H. Staib, Albert J. Sinusas, James S. Duncan:
Multi-Task Learning for Motion Analysis and Segmentation in 3D Echocardiography. 2010-2020 - Guillaume Vray, Devavrat Tomar, Behzad Bozorgtabar, Jean-Philippe Thiran:
Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology. 2021-2032
Volume 43, Number 6, June 2024
- Se-In Jang, Tinsu Pan, Ye Li, Pedram Heidari, Junyu Chen, Quanzheng Li, Kuang Gong:
Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising. 2036-2049 - Coby Penso, Lior Frenkel, Jacob Goldberger:
Confidence Calibration of a Medical Imaging Classification System That is Robust to Label Noise. 2050-2060 - Linus Kreitner, Johannes C. Paetzold, Nikolaus Rauch, Chen Chen, Ahmed M. Hagag, Alaa E. Fayed, Sobha Sivaprasad, Sebastian Rausch, Julian Weichsel, Bjoern H. Menze, Matthias Harders, Benjamin Knier, Daniel Rueckert, Martin J. Menten:
Synthetic Optical Coherence Tomography Angiographs for Detailed Retinal Vessel Segmentation Without Human Annotations. 2061-2073 - Hailong He, Johannes C. Paetzold, Nils Börner, Erik Riedel, Stefan Gerl, Simon Schneider, Chiara Fisher, Ivan Ezhov, Suprosanna Shit, Hongwei Li, Daniel Rückert, Juan Aguirre, Tilo Biedermann, Ulf Darsow, Bjoern H. Menze, Vasilis Ntziachristos:
Machine Learning Analysis of Human Skin by Optoacoustic Mesoscopy for Automated Extraction of Psoriasis and Aging Biomarkers. 2074-2085 - Chengfeng Zhou, Jun Wang, Suncheng Xiang, Feng Liu, Hefeng Huang, Dahong Qian:
A Simple Normalization Technique Using Window Statistics to Improve the Out-of-Distribution Generalization on Medical Images. 2086-2097 - Bao Yang, Kuang Gong, Huafeng Liu, Quanzheng Li, Wentao Zhu:
Anatomically Guided PET Image Reconstruction Using Conditional Weakly-Supervised Multi-Task Learning Integrating Self-Attention. 2098-2112 - Pengyu Wang, Huaqi Zhang, Meilu Zhu, Xi Jiang, Jing Qin, Yixuan Yuan:
MGIML: Cancer Grading With Incomplete Radiology-Pathology Data via Memory Learning and Gradient Homogenization. 2113-2124 - Jinqiu Xia, Yiwen Zhou, Wenxin Deng, Jing Kang, Wangjiang Wu, Mengke Qi, Linghong Zhou, Jianhui Ma, Yuan Xu:
PND-Net: Physics-Inspired Non-Local Dual-Domain Network for Metal Artifact Reduction. 2125-2136 - Yi Lin, Zeyu Wang, Dong Zhang, Kwang-Ting Cheng, Hao Chen:
BoNuS: Boundary Mining for Nuclei Segmentation With Partial Point Labels. 2137-2147 - Bangyan Huang, Tiantian Li, Gerard Ariño-Estrada, Kamil Dulski, Roman Y. Shopa, Pawel Moskal, Ewa L. Stepien, Jinyi Qi:
SPLIT: Statistical Positronium Lifetime Image Reconstruction via Time-Thresholding. 2148-2158 - Vincent D. Ching-Roa, Chi Z. Huang, Michael G. Giacomelli:
Suppression of Subpixel Jitter in Resonant Scanning Systems With Phase-locked Sampling. 2159-2168 - Xiao Liu, Pedro Sanchez, Spyridon Thermos, Alison Q. O'Neil, Sotirios A. Tsaftaris:
Compositionally Equivariant Representation Learning. 2169-2179 - Hongyu Wang, Jiang He, Hengfei Cui, Bo Yuan, Yong Xia:
Robust Stochastic Neural Ensemble Learning With Noisy Labels for Thoracic Disease Classification. 2180-2190 - Yuming Yang, Huilong Duan, Yinfei Zheng:
Improved Transcranial Plane-Wave Imaging With Learned Speed-of-Sound Maps. 2191-2201 - Ziming Cheng, Shidong Wang, Tong Xin, Tao Zhou, Haofeng Zhang, Ling Shao:
Few-Shot Medical Image Segmentation via Generating Multiple Representative Descriptors. 2202-2214 - Zhenxuan Zhang, Chengjin Yu, Heye Zhang, Zhifan Gao:
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography. 2215-2228 - Haiqiao Wang, Dong Ni, Yi Wang:
Recursive Deformable Pyramid Network for Unsupervised Medical Image Registration. 2229-2240 - Zhanqiang Guo, Zimeng Tan, Jianjiang Feng, Jie Zhou:
3D Vascular Segmentation Supervised by 2D Annotation of Maximum Intensity Projection. 2241-2253 - Zihan Li, Yuan Zheng, Dandan Shan, Shuzhou Yang, Qingde Li, Beizhan Wang, Yuanting Zhang, Qingqi Hong, Dinggang Shen:
ScribFormer: Transformer Makes CNN Work Better for Scribble-Based Medical Image Segmentation. 2254-2265 - Wei Shao, Hang Shi, Jianxin Liu, Yingli Zuo, Liang Sun, Tiansong Xia, Wanyuan Chen, Peng Wan, Jianpeng Sheng, Qi Zhu, Daoqiang Zhang:
Multi-Instance Multi-Task Learning for Joint Clinical Outcome and Genomic Profile Predictions From the Histopathological Images. 2266-2278 - Kang Li, Yu Zhu, Lequan Yu, Pheng-Ann Heng:
A Dual Enrichment Synergistic Strategy to Handle Data Heterogeneity for Domain Incremental Cardiac Segmentation. 2279-2290 - Mengya Xu, Mobarakol Islam, Long Bai, Hongliang Ren:
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery. 2291-2302 - Hulin Kuang, Yahui Wang, Jin Liu, Jie Wang, Quanliang Cao, Bo Hu, Wu Qiu, Jianxin Wang:
Hybrid CNN-Transformer Network With Circular Feature Interaction for Acute Ischemic Stroke Lesion Segmentation on Non-Contrast CT Scans. 2303-2316 - Quan Zhou, Bin Yu, Feng Xiao, Mingyue Ding, Zhiwei Wang, Xuming Zhang:
Robust Semi-Supervised 3D Medical Image Segmentation With Diverse Joint-Task Learning and Decoupled Inter-Student Learning. 2317-2331 - Jiahao Ren, Jian Li, Chang Liu, Shili Chen, Lin Liang, Yang Liu:
Deep Learning With Physics-Embedded Neural Network for Full Waveform Ultrasonic Brain Imaging. 2332-2346 - Zhimei Ren, Emil Y. Sidky, Rina Foygel Barber, Chien-Min Kao, Xiaochuan Pan:
Simultaneous Activity and Attenuation Estimation in TOF-PET With TV-Constrained Nonconvex Optimization. 2347-2357 - Andrew P. Leynes, Nikhil Deveshwar, Srikantan S. Nagarajan, Peder E. Z. Larson:
Scan-Specific Self-Supervised Bayesian Deep Non-Linear Inversion for Undersampled MRI Reconstruction. 2358-2369 - Dana Wegierak, Michaela B. Cooley, Reshani Perera, William J. Wulftange, Umut A. Gurkan, Michael C. Kolios, Agata A. Exner:
Decorrelation Time Mapping as an Analysis Tool for Nanobubble-Based Contrast Enhanced Ultrasound Imaging. 2370-2380 - Qi Zhu, Shengrong Li, Xiangshui Meng, Qiang Xu, Zhiqiang Zhang, Wei Shao, Daoqiang Zhang:
Spatio-Temporal Graph Hubness Propagation Model for Dynamic Brain Network Classification. 2381-2394 - Guangming Ni, Renxiong Wu, Fei Zheng, Meixuan Li, Shaoyan Huang, Xin Ge, Linbo Liu, Yong Liu:
Toward Ground-Truth Optical Coherence Tomography via Three-Dimensional Unsupervised Deep Learning Processing and Data. 2395-2407
Volume 43, Number 7, July 2024
- Nathaniel J. Smith, David T. Newton, David Gunderman, Gary D. Hutchins:
A Comparison of Arterial Input Function Interpolation Methods for Patlak Plot Analysis of 68Ga-PSMA-11 PET Prostate Cancer Studies. 2411-2419 - Jiazhen Pan, Wenqi Huang, Daniel Rueckert, Thomas Küstner, Kerstin Hammernik:
Motion-Compensated MR CINE Reconstruction With Reconstruction-Driven Motion Estimation. 2420-2433 - Li Weng, Zhoule Zhu, Kaixin Dai, Zhe Zheng, Junming Zhu, Hemmings Wu:
Reduced-Reference Learning for Target Localization in Deep Brain Stimulation. 2434-2447 - Muhammad F. A. Chaudhary, Sarah E. Gerard, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt:
LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation. 2448-2465 - Lei Li, Julià Camps, Zhinuo Jenny Wang, Marcel Beetz, Abhirup Banerjee, Blanca Rodríguez, Vicente Grau:
Toward Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference. 2466-2478 - Qingshan Hou, Yaqi Wang, Peng Cao, Shuai Cheng, Linqi Lan, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane:
A Collaborative Self-Supervised Domain Adaptation for Low-Quality Medical Image Enhancement. 2479-2494 - Lifang Zhou, Yu Jiang, Weisheng Li, Jun Hu, Shenhai Zheng:
Shape-Scale Co-Awareness Network for 3D Brain Tumor Segmentation. 2495-2508 - Jian Wang, Liang Qiao, Shichong Zhou, Jin Zhou, Jun Wang, Juncheng Li, Shihui Ying, Cai Chang, Jun Shi:
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers With Partially Annotated Ultrasound Images. 2509-2521 - Junzhang Huang, Xiongfeng Zhu, Ziyang Chen, Guoye Lin, Meiyan Huang, Qianjin Feng:
Pathological Priors Inspired Network for Vertebral Osteophytes Recognition. 2522-2536 - Mengjun Liu, Huifeng Zhang, Mianxin Liu, Dongdong Chen, Zixu Zhuang, Xin Wang, Lichi Zhang, Daihui Peng, Qian Wang:
Randomizing Human Brain Function Representation for Brain Disease Diagnosis. 2537-2546 - Parisa Ghaderi Daneshmand, Hossein Rabbani:
Tensor Ring Decomposition Guided Dictionary Learning for OCT Image Denoising. 2547-2562 - Zhenguo Wang, Yaping Wu, Zeheng Xia, Xinyi Chen, Xiaochen Li, Yan Bai, Yun Zhou, Dong Liang, Hairong Zheng, Yongfeng Yang, Shanshan Wang, Meiyun Wang, Tao Sun:
Non-Invasive Quantification of the Brain [¹⁸F]FDG-PET Using Inferred Blood Input Function Learned From Total-Body Data With Physical Constraint. 2563-2573 - Min Liu, Shuhan Wu, Runze Chen, Zhuangdian Lin, Yaonan Wang, Erik Meijering:
Brain Image Segmentation for Ultrascale Neuron Reconstruction via an Adaptive Dual-Task Learning Network. 2574-2586 - Xiangxi Meng, Kaicong Sun, Jun Xu, Xuming He, Dinggang Shen:
Multi-Modal Modality-Masked Diffusion Network for Brain MRI Synthesis With Random Modality Missing. 2587-2598 - Kevin Thandiackal, Luigi Piccinelli, Rajarsi Gupta, Pushpak Pati, Orcun Goksel:
Multi-Scale Feature Alignment for Continual Learning of Unlabeled Domains. 2599-2609 - Abhejit Rajagopal, Antonio C. Westphalen, Nathan Velarde, Jeffry P. Simko, Hao Nguyen, Thomas A. Hope, Peder E. Z. Larson, Kirti Magudia:
Mixed Supervision of Histopathology Improves Prostate Cancer Classification From MRI. 2610-2622 - Yan Luo, Yu Tian, Min Shi, Louis R. Pasquale, Lucy Q. Shen, Nazlee Zebardast, Tobias Elze, Mengyu Wang:
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization. 2623-2633 - Adam Schmidt, Omid Mohareri, Simon P. DiMaio, Septimiu E. Salcudean:
Surgical Tattoos in Infrared: A Dataset for Quantifying Tissue Tracking and Mapping. 2634-2645 - Theresa Urban, Wolfgang Noichl, Klaus-Jürgen Engel, Thomas Köhler, Franz Pfeiffer:
Correction for X-Ray Scatter and Detector Crosstalk in Dark-Field Radiography. 2646-2656 - Aohan Liu, Yuchen Guo, Jun-Hai Yong, Feng Xu:
Multi-Grained Radiology Report Generation With Sentence-Level Image-Language Contrastive Learning. 2657-2669 - Kiarash Tajbakhsh, Olga Stanowska, Antonia Neels, Aurel Perren, Robert Zboray:
3D Virtual Histopathology by Phase-Contrast X-Ray Micro-CT for Follicular Thyroid Neoplasms. 2670-2678 - Zixun Huang, Rui Zhao, Frank H. F. Leung, Sunetra Banerjee, Kin-Man Lam, Yong-Ping Zheng, Sai Ho Ling:
Landmark Localization From Medical Images With Generative Distribution Prior. 2679-2692 - Kecheng Chen, Tiexin Qin, Victor Ho-fun Lee, Hong Yan, Haoliang Li:
Learning Robust Shape Regularization for Generalizable Medical Image Segmentation. 2693-2706 - Yi Yin, Alys R. Clark, Sally L. Collins:
3D Single Vessel Fractional Moving Blood Volume (3D-svFMBV): Fully Automated Tissue Perfusion Estimation Using Ultrasound. 2707-2717 - Enjun Zhu, Haiyu Feng, Long Chen, Yongqiang Lai, Senchun Chai:
MP-Net: A Multi-Center Privacy-Preserving Network for Medical Image Segmentation. 2718-2729
Volume 43, Number 8, August 2024
- Xiajun Jiang, Ryan Missel, Maryam Toloubidokhti, Karli Gillette, Anton J. Prassl, Gernot Plank, B. Milan Horácek, John L. Sapp, Linwei Wang:
Hybrid Neural State-Space Modeling for Supervised and Unsupervised Electrocardiographic Imaging. 2733-2744 - Javier Caravaca, Kondapa Naidu Bobba, Shixian Du, Robin Peter, Grant T. Gullberg, Anil P. Bidkar, Robert R. Flavell, Youngho Seo:
A Technique to Quantify Very Low Activities in Regions of Interest With a Collimatorless Detector. 2745-2757 - Shizuo Kaji, Naoya Tanabe, Tomoki Maetani, Yusuke Shiraishi, Ryo Sakamoto, Tsuyoshi Oguma, Katsuhiro Suzuki, Kunihiko Terada, Motonari Fukui, Shigeo Muro, Susumu Sato, Toyohiro Hirai:
Quantification of Airway Structures by Persistent Homology. 2758-2768 - David A. Miller, Marta Grannonico, Mingna Liu, Elise Savier, Kara McHaney, Alev Erisir, Peter A. Netland, Jianhua Cang, Xiaorong Liu, Hao F. Zhang:
Visible-Light Optical Coherence Tomography Fibergraphy of the Tree Shrew Retinal Ganglion Cell Axon Bundles. 2769-2777 - Wenao Ma, Cheng Chen, Yuqi Gong, Nga Yan Chan, Meirui Jiang, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou:
Causal Effect Estimation on Imaging and Clinical Data for Treatment Decision Support of Aneurysmal Subarachnoid Hemorrhage. 2778-2789 - Zhijie Wen, Haixia Wu, Shihui Ying:
Histopathology Image Classification With Noisy Labels via The Ranking Margins. 2790-2802 - Wenjun Lin, Yan Hu, Huazhu Fu, Mingming Yang, Chin-Boon Chng, Ryo Kawasaki, Chee-Kong Chui, Jiang Liu:
Instrument-Tissue Interaction Detection Framework for Surgical Video Understanding. 2803-2813 - Xiang Tian, Jian'an Ye, Tao Zhang, Liangliang Zhang, Xuechao Liu, Feng Fu, Xuetao Shi, Canhua Xu:
Multi-Path Fusion in SFCF-Net for Enhanced Multi-Frequency Electrical Impedance Tomography. 2814-2824 - Zihao Wang, Yingyu Yang, Yuzhou Chen, Tingting Yuan, Maxime Sermesant, Hervé Delingette, Ona Wu:
Mutual Information Guided Diffusion for Zero-Shot Cross-Modality Medical Image Translation. 2825-2838 - Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Miron Radu, Di Xu, Ke Sheng, Fabien Scalzo, Eric Marcus, Samuele Papa, Jonas Teuwen, Ernst Th. Scholten, Steven Schalekamp, Nils Hendrix, Colin Jacobs, Ward Hendrix, Clara I. Sánchez, Keelin Murphy:
Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge. 2839-2853 - Kang Wang, Feiyang Zheng, Lan Cheng, Hong-Ning Dai, Qi Dou, Jing Qin:
Breast Cancer Classification From Digital Pathology Images via Connectivity-Aware Graph Transformer. 2854-2865 - Raffaele Mineo, Federica Proietto Salanitri, Giovanni Bellitto, Isaak Kavasidis, Ovidio De Filippo, M. Millesimo, Gaetano Maria de Ferrari, Marco Aldinucci, Daniela Giordano, Simone Palazzo, Fabrizio D'Ascenzo, Concetto Spampinato:
A Convolutional-Transformer Model for FFR and iFR Assessment From Coronary Angiography. 2866-2877 - Zhiying Xie, Nicole Zeinstra, Mitchell A. Kirby, Nhan Minh Le, Charles E. Murry, Ying Zheng, Ruikang K. Wang:
Quantifying Microvascular Structure in Healthy and Infarcted Rat Hearts Using Optical Coherence Tomography Angiography. 2878-2887 - Mingxin Liu, Yunzan Liu, Pengbo Xu, Hui Cui, Jing Ke, Jiquan Ma:
Exploiting Geometric Features via Hierarchical Graph Pyramid Transformer for Cancer Diagnosis Using Histopathological Images. 2888-2900 - Tianjie Dai, Ruipeng Zhang, Feng Hong, Jiangchao Yao, Ya Zhang, Yanfeng Wang:
UniChest: Conquer-and-Divide Pre-Training for Multi-Source Chest X-Ray Classification. 2901-2912 - Jinduo Liu, Lu Han, Junzhong Ji:
MCAN: Multimodal Causal Adversarial Networks for Dynamic Effective Connectivity Learning From fMRI and EEG Data. 2913-2923 - Hengfei Cui, Yan Li, Yifan Wang, Di Xu, Lianming Wu, Yong Xia:
Toward Accurate Cardiac MRI Segmentation With Variational Autoencoder-Based Unsupervised Domain Adaptation. 2924-2936 - Shouchang Guo, Jeffrey A. Fessler, Douglas C. Noll:
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification. 2937-2948 - Tao Zhu, Lin Yin, Jie He, Zechen Wei, Xin Yang, Jie Tian, Hui Hui:
Accurate Concentration Recovery for Quantitative Magnetic Particle Imaging Reconstruction via Nonconvex Regularization. 2949-2959 - Yuhan Zhang, Xiao Ma, Kun Huang, Mingchao Li, Pheng-Ann Heng:
Semantic-Oriented Visual Prompt Learning for Diabetic Retinopathy Grading on Fundus Images. 2960-2969 - Marcelo Lerendegui, Kai Riemer, Georgios Papageorgiou, Bingxue Wang, Lachlan Arthur, Arthur Chavignon, Tao Zhang, Olivier Couture, Pingtong Huang, Md Ashikuzzaman, Stefanie Dencks, Christopher Dunsby, Brandon Helfield, Jørgen Arendt Jensen, Thomas Lisson, Matthew R. Lowerison, Hassan Rivaz, Anthony E. Samir, Georg Schmitz, Scott J. Schoen, Ruud van Sloun, Pengfei Song, Tristan S. W. Stevens, Jipeng Yan, Vassilis Sboros, Meng-Xing Tang:
ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging. 2970-2987 - Rehman Ali, Trevor M. Mitcham, Thurston Brevett, Oscar Calderon Agudo, Cristina Durán Martinez, Cuiping Li, Marvin M. Doyley, Nebojsa Duric:
2-D Slicewise Waveform Inversion of Sound Speed and Acoustic Attenuation for Ring Array Ultrasound Tomography Based on a Block LU Solver. 2988-3000 - Kun Yang, Qiang Li, Jiahong Xu, Meng-Xing Tang, Zhibiao Wang, Po-Hsiang Tsui, Xiaowei Zhou:
Frequency-Domain Robust PCA for Real-Time Monitoring of HIFU Treatment. 3001-3012 - Aya Ghoul, Jiazhen Pan, Andreas Lingg, Jens Kübler, Patrick Krumm, Kerstin Hammernik, Daniel Rueckert, Sergios Gatidis, Thomas Küstner:
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging. 3013-3026 - Sharmin Majumder, Md Tauhidul Islam, Francesca Taraballi, Raffaella Righetti:
Non-Invasive Imaging of Mechanical Properties of Cancers In Vivo Based on Transformations of the Eshelby's Tensor Using Compression Elastography. 3027-3043 - Xingru Huang, Jian Huang, Kai Zhao, Tianyun Zhang, Zhi Li, Changpeng Yue, Wenhao Chen, Ruihao Wang, Xuanbin Chen, Qianni Zhang, Ying Fu, Yangyundou Wang, Yihao Guo:
SASAN: Spectrum-Axial Spatial Approach Networks for Medical Image Segmentation. 3044-3056
Volume 43, Number 9, September 2024
- Zhengchang Kou, Matthew R. Lowerison, Qi You, Yike Wang, Pengfei Song, Michael L. Oelze:
High-Resolution Power Doppler Using Null Subtraction Imaging. 3060-3071 - Chenchu Xu, Tong Zhang, Dong Zhang, Dingwen Zhang, Junwei Han:
Deep Generative Adversarial Reinforcement Learning for Semi-Supervised Segmentation of Low-Contrast and Small Objects in Medical Images. 3072-3084 - Yi Zheng, Regan D. Conrad, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama:
Graph Attention-Based Fusion of Pathology Images and Gene Expression for Prediction of Cancer Survival. 3085-3097 - Jianghao Wu, Dong Guo, Guotai Wang, Qiang Yue, Huijun Yu, Kang Li, Shaoting Zhang:
FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation. 3098-3109 - Xiongchao Chen, Bo Zhou, Xueqi Guo, Huidong Xie, Qiong Liu, James S. Duncan, Albert J. Sinusas, Chi Liu:
DuDoCFNet: Dual-Domain Coarse-to-Fine Progressive Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT. 3110-3125 - Yan Hu, Jun Wang, Hao Zhu, Juncheng Li, Jun Shi:
Cost-Sensitive Weighted Contrastive Learning Based on Graph Convolutional Networks for Imbalanced Alzheimer's Disease Staging. 3126-3136 - Bowen Han, Luhao Sun, Chao Li, Zhiyong Yu, Wenzong Jiang, Weifeng Liu, Dapeng Tao, Baodi Liu:
Deep Location Soft-Embedding-Based Network With Regional Scoring for Mammogram Classification. 3137-3148 - Wei Lou, Xiang Wan, Guanbin Li, Xiaoying Lou, Chenghang Li, Feng Gao, Haofeng Li:
Structure Embedded Nucleus Classification for Histopathology Images. 3149-3160 - Zifeng Qiu, Peng Yang, Chunlun Xiao, Shuqiang Wang, Xiaohua Xiao, Jing Qin, Chuan-Ming Liu, Tianfu Wang, Baiying Lei:
3D Multimodal Fusion Network With Disease-Induced Joint Learning for Early Alzheimer's Disease Diagnosis. 3161-3175 - Hamed Hooshangnejad, Debarghya China, Yixuan Huang, Wojciech Zbijewski, Ali Uneri, Todd McNutt, Junghoon Lee, Kai Ding:
XIOSIS: An X-Ray-Based Intra-Operative Image-Guided Platform for Oncology Smart Material Delivery. 3176-3187 - Shuquan Ye, Yan Xu, Dongdong Chen, Songfang Han, Jing Liao:
Learning a Single Network for Robust Medical Image Segmentation With Noisy Labels. 3188-3199 - Taha Emre, Arunava Chakravarty, Antoine Rivail, Dmitry A. Lachinov, Oliver Leingang, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression From Longitudinal OCTs. 3200-3210 - Chen Yang, Kailing Wang, Yuehao Wang, Qi Dou, Xiaokang Yang, Wei Shen:
Efficient Deformable Tissue Reconstruction via Orthogonal Neural Plane. 3211-3223 - Arunava Chakravarty, Taha Emre, Oliver Leingang, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
Morph-SSL: Self-Supervision With Longitudinal Morphing for Forecasting AMD Progression From OCT Volumes. 3224-3239 - Xu Lu, Zengzhen Cui, Yihua Sun, Hee Guan Khor, Ao Sun, Longfei Ma, Fang Chen, Shan Gao, Yun Tian, Fang Zhou, Yang Lv, Hongen Liao:
Better Rough Than Scarce: Proximal Femur Fracture Segmentation With Rough Annotations. 3240-3252 - Christopher Hahne, Georges Chabouh, Arthur Chavignon, Olivier Couture, Raphael Sznitman:
RF-ULM: Ultrasound Localization Microscopy Learned From Radio-Frequency Wavefronts. 3253-3262 - Guohui Ruan, Zhaonian Wang, Chunyi Liu, Ling Xia, Huafeng Wang, Li Qi, Wufan Chen:
Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints. 3263-3278 - Manon Caudoux, Oscar Demeulenaere, Jonathan Porée, Jack Sauvage, Philippe Mateo, Bijan Ghaleh, Martin Flesch, Guillaume Férin, Mickaël Tanter, Thomas Deffieux, Clement Papadacci, Mathieu Pernot:
Curved Toroidal Row Column Addressed Transducer for 3D Ultrafast Ultrasound Imaging. 3279-3291 - Jiaxing Xu, Qingtian Bian, Xinhang Li, Aihu Zhang, Yiping Ke, Miao Qiao, Wei Zhang, Wei Khang Jeremy Sim, Balázs Gulyás:
Contrastive Graph Pooling for Explainable Classification of Brain Networks. 3292-3305 - Haofei Song, Xintian Mao, Jing Yu, Qingli Li, Yan Wang:
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis. 3306-3318 - Yixin Chen, Yajuan Gao, Lei Zhu, Wenrui Shao, Yanye Lu, Hongbin Han, Zhaoheng Xie:
PCNet: Prior Category Network for CT Universal Segmentation Model. 3319-3330 - Junde Wu, Yu Zhang, Huihui Fang, Lixin Duan, Mingkui Tan, Weihua Yang, Chunhui Wang, Huiying Liu, Yueming Jin, Yanwu Xu:
Calibrate the Inter-Observer Segmentation Uncertainty via Diagnosis-First Principle. 3331-3342 - Yue Cui, Chengyi Li, Yuheng Lu, Liang Ma, Luqi Cheng, Long Cao, Shan Yu, Tianzi Jiang:
Multimodal Connectivity-Based Individual Parcellation and Analysis for Humans and Rhesus Monkeys. 3343-3353 - Jianjia Zhang, Haiyang Mao, Dingyue Chang, Hengyong Yu, Weiwen Wu, Dinggang Shen:
Adaptive and Iterative Learning With Multi-Perspective Regularizations for Metal Artifact Reduction. 3354-3365 - Jan-Hinrich Nölke, Tim J. Adler, Melanie Schellenberg, Kris K. Dreher, Niklas Holzwarth, Christoph J. Bender, Minu Dietlinde Tizabi, Alexander Seitel, Lena Maier-Hein:
Photoacoustic Quantification of Tissue Oxygenation Using Conditional Invertible Neural Networks. 3366-3376 - Abdelrahman M. Shaker, Muhammad Maaz, Hanoona Abdul Rasheed, Salman H. Khan, Ming-Hsuan Yang, Fahad Shahbaz Khan:
UNETR++: Delving Into Efficient and Accurate 3D Medical Image Segmentation. 3377-3390
Volume 43, Number 10, October 2024
- Dong Liang, Daniel Rueckert, Ge Wang, Tolga Çukur, Hengyong Yu:
Editorial. 3393-3397 - Zirong Li, Dingyue Chang, Zhenxi Zhang, Fulin Luo, Qiegen Liu, Jianjia Zhang, Guang Yang, Weiwen Wu:
Dual-Domain Collaborative Diffusion Sampling for Multi-Source Stationary Computed Tomography Reconstruction. 3398-3411 - Kai Xu, Shiyu Lu, Bin Huang, Weiwen Wu, Qiegen Liu:
Stage-by-Stage Wavelet Optimization Refinement Diffusion Model for Sparse-View CT Reconstruction. 3412-3424 - Yuedong Liu, Xuan Zhou, Cunfeng Wei, Qiong Xu:
Sparse-View Spectral CT Reconstruction and Material Decomposition Based on Multi-Channel SGM. 3425-3435 - Jianjia Zhang, Haiyang Mao, Xinran Wang, Yuan Guo, Weiwen Wu:
Wavelet-Inspired Multi-Channel Score-Based Model for Limited-Angle CT Reconstruction. 3436-3448 - Yanyang Wang, Zirong Li, Weiwen Wu:
Time-Reversion Fast-Sampling Score-Based Model for Limited-Angle CT Reconstruction. 3449-3460 - Weiwen Wu, Jiayi Pan, Yanyang Wang, Shaoyu Wang, Jianjia Zhang:
Multi-Channel Optimization Generative Model for Stable Ultra-Sparse-View CT Reconstruction. 3461-3475 - Ruifeng Chen, Zhongliang Zhang, Guotao Quan, Yanfeng Du, Yang Chen, Yinsheng Li:
PRECISION: A Physics-Constrained and Noise-Controlled Diffusion Model for Photon Counting Computed Tomography. 3476-3489 - Yu Guan, Chuanming Yu, Zhuoxu Cui, Huilin Zhou, Qiegen Liu:
Correlated and Multi-Frequency Diffusion Modeling for Highly Under-Sampled MRI Reconstruction. 3490-3502 - Zhuo-Xu Cui, Congcong Liu, Xiaohong Fan, Chentao Cao, Jing Cheng, Qingyong Zhu, Yuanyuan Liu, Sen Jia, Haifeng Wang, Yanjie Zhu, Yihang Zhou, Jianping Zhang, Qiegen Liu, Dong Liang:
Physics-Informed DeepMRI: k-Space Interpolation Meets Heat Diffusion. 3503-3520 - Grigorios M. Karageorgos, Jiayong Zhang, Nils Peters, Wenjun Xia, Chuang Niu, Harald Paganetti, Ge Wang, Bruno De Man:
A Denoising Diffusion Probabilistic Model for Metal Artifact Reduction in CT. 3521-3532 - Xuan Liu, Yaoqin Xie, Songhui Diao, Shan Tan, Xiaokun Liang:
Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains. 3533-3545 - Tristan S. W. Stevens, Faik C. Meral, Jason Yu, Iason Zacharias Apostolakis, Jean-Luc Robert, Ruud J. G. van Sloun:
Dehazing Ultrasound Using Diffusion Models. 3546-3558 - Yongyi Shi, Wenjun Xia, Ge Wang, Xuanqin Mou:
Blind CT Image Quality Assessment Using DDPM-Derived Content and Transformer-Based Evaluator. 3559-3569 - Tao Chen, Chenhui Wang, Zhihao Chen, Yiming Lei, Hongming Shan:
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation. 3570-3583 - Kun Huang, Xiao Ma, Zetian Zhang, Yuhan Zhang, Songtao Yuan, Huazhu Fu, Qiang Chen:
Diverse Data Generation for Retinal Layer Segmentation With Potential Structure Modeling. 3584-3595 - Eric Ke Wang, Zicong Chen, Mingjia Zhu, Zhetao Li, Jian Weng, Tianlong Gu:
Score-Based Counterfactual Generation for Interpretable Medical Image Classification and Lesion Localization. 3596-3607 - Rucha Deshpande, Muzaffer Özbey, Hua Li, Mark A. Anastasio, Frank J. Brooks:
Assessing the Capacity of a Denoising Diffusion Probabilistic Model to Reproduce Spatial Context. 3608-3620 - Yiwen Zhang, Chuanpu Li, Liming Zhong, Zeli Chen, Wei Yang, Xuetao Wang:
DoseDiff: Distance-Aware Diffusion Model for Dose Prediction in Radiotherapy. 3621-3633 - Yufang He, Zeyu Liu, Mingxin Qi, Shengwei Ding, Peng Zhang, Fan Song, Chenbin Ma, Huijie Wu, Ruxin Cai, Youdan Feng, Haonan Zhang, Tianyi Zhang, Guanglei Zhang:
PST-Diff: Achieving High-Consistency Stain Transfer by Diffusion Models With Pathological and Structural Constraints. 3634-3647 - Yanwu Xu, Li Sun, Wei Peng, Shuyue Jia, Katelyn Morrison, Adam Perer, Afrooz Zandifar, Shyam Visweswaran, Motahhare Eslami, Kayhan Batmanghelich:
MedSyn: Text-Guided Anatomy-Aware Synthesis of High-Fidelity 3-D CT Images. 3648-3660
Volume 43, Number 11, November 2024
- Xia-An Bi, Zicheng Yang, YangJun Huang, Zhao-Xu Xing, Luyun Xu, Zihao Wu, Zhengliang Liu, Xiang Li, Tianming Liu:
CE-GAN: Community Evolutionary Generative Adversarial Network for Alzheimer's Disease Risk Prediction. 3663-3675 - Xiuyu Dong, Kaifan Yang, Jinyu Liu, Fan Tang, Wenjun Liao, Yu Zhang, Shujun Liang:
Cross-Domain Mutual-Assistance Learning Framework for Fully Automated Diagnosis of Primary Tumor in Nasopharyngeal Carcinoma. 3676-3689 - Muhammad Owais Khan, Anahita Abbasnejad Seresti, Karthik Menon, Alison L. Marsden, Koen Nieman:
Quantification and Visualization of CT Myocardial Perfusion Imaging to Detect Ischemia-Causing Coronary Arteries. 3690-3697 - Noel M. Naughton, Stacey Cahoon, Bradley P. Sutton, John G. Georgiadis:
Accelerated, Physics-Inspired Inference of Skeletal Muscle Microstructure From Diffusion-Weighted MRI. 3698-3709 - Anna Tenditnaya, Ruben Y. Gabriëls, Wouter T. R. Hooghiemstra, Uwe Klemm, Wouter B. Nagengast, Vasilis Ntziachristos, Dimitris Gorpas:
Performance Assessment and Quality Control of Fluorescence Molecular Endoscopy With a Multi-Parametric Rigid Standard. 3710-3718 - Yicong Li, Wanhua Li, Qi Chen, Wei Huang, Yuda Zou, Xin Xiao, Kazunori Shinomiya, Pat Gunn, Nishika Gupta, Alexey Polilov, Yongchao Xu, Yueyi Zhang, Zhiwei Xiong, Hanspeter Pfister, Donglai Wei, Jingpeng Wu:
WASPSYN: A Challenge for Domain Adaptive Synapse Detection in Microwasp Brain Connectomes. 3719-3730 - Wei Huang, Lei Zhang, Zizhou Wang, Lituan Wang:
Exploring Inherent Consistency for Semi-Supervised Anatomical Structure Segmentation in Medical Imaging. 3731-3741 - Antonio Martínez-Sánchez, Lorenz Lamm, Marion Jasnin, Harold Phelippeau:
Simulating the Cellular Context in Synthetic Datasets for Cryo-Electron Tomography. 3742-3754 - Zihao Zhao, Sheng Wang, Jinchen Gu, Yitao Zhu, Lanzhuju Mei, Zixu Zhuang, Zhiming Cui, Qian Wang, Dinggang Shen:
ChatCAD+: Toward a Universal and Reliable Interactive CAD Using LLMs. 3755-3766 - Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi:
GC2: Generalizable Continual Classification of Medical Images. 3767-3779 - Mohammad Farid Azampour, Kristina Mach, Emad Fatemizadeh, Beatrice Demiray, Kay Westenfelder, Katja Steiger, Matthias Eiber, Thomas Wendler, Bernhard Kainz, Nassir Navab:
Multitask Weakly Supervised Generative Network for MR-US Registration. 3780-3793 - Wenli Fu, Huijun Hu, Xinyue Li, Rui Guo, Tao Chen, Xiaohua Qian:
A Generalizable Causal-Invariance-Driven Segmentation Model for Peripancreatic Vessels. 3794-3806 - Zuopeng Tan, Lihe Zhang, Yanan Lv, Yili Ma, Huchuan Lu:
GroupMorph: Medical Image Registration via Grouping Network With Contextual Fusion. 3807-3819 - Jakob Haeusele, Clemens Schmid, Manuel Viermetz, Nikolai Gustschin, Tobias Lasser, Thomas Koehler, Franz Pfeiffer:
Robust Sample Information Retrieval in Dark-Field Computed Tomography With a Vibrating Talbot-Lau Interferometer. 3820-3829 - Yongyi Shi, Yongfeng Gao, Qiong Xu, Yang Li, Xuanqin Mou, Zhengrong Liang:
Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction. 3830-3842 - Jingyin Lin, Wende Xie, Li Kang, Huisi Wu:
Dynamic-Guided Spatiotemporal Attention for Echocardiography Video Segmentation. 3843-3855 - Jie He, Haoran Zhang, Yimeng Li, Guanghui Li, Siao Lei, Zhumei Qian, Fei Xiong, Yuan Feng, Tao Zhu, Yu An, Jie Tian:
Sequential Scan-Based Single-Dimension Multi-Voxel System Matrix Calibration for Open-Sided Magnetic Particle Imaging. 3856-3868 - Binyu Zhang, Zhu Meng, Hongyuan Li, Zhicheng Zhao, Fei Su:
MTCSNet: One-Stage Learning and Two-Point Labeling are Sufficient for Cell Segmentation. 3869-3880 - Fang Chen, Haojie Han, Peng Wan, Lingyu Chen, Wentao Kong, Hongen Liao, Baojie Wen, Chunrui Liu, Daoqiang Zhang:
Do as Sonographers Think: Contrast-Enhanced Ultrasound for Thyroid Nodules Diagnosis via Microvascular Infiltrative Awareness. 3881-3894 - Chi Xu, Haozheng Xu, Stamatia Giannarou:
Distance Regression Enhanced With Temporal Information Fusion and Adversarial Training for Robot-Assisted Endomicroscopy. 3895-3908 - Haixiao Geng, Jingfan Fan, Shuo Yang, Sigeng Chen, Deqiang Xiao, Danni Ai, Tianyu Fu, Hong Song, Kai Yuan, Feng Duan, Yongtian Wang, Jian Yang:
DSC-Recon: Dual-Stage Complementary 4-D Organ Reconstruction From X-Ray Image Sequence for Intraoperative Fusion. 3909-3923 - Qi Wang, Zhijie Wen, Jun Shi, Qian Wang, Dinggang Shen, Shihui Ying:
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction. 3924-3935 - Pengcheng Li, Chenqiang Gao, Chunfeng Lian, Deyu Meng:
Spatial Prior-Guided Bi-Directional Cross-Attention Transformers for Tooth Instance Segmentation. 3936-3948 - Yucheng Lu, Zhixin Xu, Moon Hyung Choi, Jimin Kim, Seung-Won Jung:
Cross-Domain Denoising for Low-Dose Multi-Frame Spiral Computed Tomography. 3949-3963 - Hongyi Wang, Luyang Luo, Fang Wang, Ruofeng Tong, Yen-Wei Chen, Hongjie Hu, Lanfen Lin, Hao Chen:
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Bag-Level Classifier is a Good Instance-Level Teacher. 3964-3976 - Saisai Ding, Juncheng Li, Jun Wang, Shihui Ying, Jun Shi:
Multimodal Co-Attention Fusion Network With Online Data Augmentation for Cancer Subtype Classification. 3977-3989 - Qian Wu, Yufei Chen, Wei Liu, Xiaodong Yue, Xiahai Zhuang:
Deep Closing: Enhancing Topological Connectivity in Medical Tubular Segmentation. 3990-4003 - Yanwu Yang, Chenfei Ye, Guinan Su, Ziyao Zhang, Zhikai Chang, Hairui Chen, Piu Chan, Yue Yu, Ting Ma:
BrainMass: Advancing Brain Network Analysis for Diagnosis With Large-Scale Self-Supervised Learning. 4004-4016 - Yan Yang, Jun Yu, Zhenqi Fu, Ke Zhang, Ting Yu, Xianyun Wang, Hanliang Jiang, Junhui Lv, Qingming Huang, Weidong Han:
Token-Mixer: Bind Image and Text in One Embedding Space for Medical Image Reporting. 4017-4028 - Benjamin Billot, Neel Dey, Daniel Moyer, Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Patricia Ellen Grant, Polina Golland:
SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI. 4029-4040 - Yumin Zhang, Hongliu Li, Yajun Gao, Haoran Duan, Yawen Huang, Yefeng Zheng:
Prototype Correlation Matching and Class- Relation Reasoning for Few-Shot Medical Image Segmentation. 4041-4054 - Georges Chabouh, Louise Denis, Sylvain Bodard, Franck Lager, Gilles Renault, Arthur Chavignon, Olivier Couture:
Whole Organ Volumetric Sensing Ultrasound Localization Microscopy for Characterization of Kidney Structure. 4055-4063 - Jiaxuan Liu, Hui Zhang, Jiang-Huai Tian, Yingjian Su, Yurong Chen, Yaonan Wang:
R2D2-GAN: Robust Dual Discriminator Generative Adversarial Network for Microscopy Hyperspectral Image Super-Resolution. 4064-4074 - Jiaxing Xu, Qingtian Bian, Xinhang Li, Aihu Zhang, Yiping Ke, Miao Qiao, Wei Zhang, Wei Khang Jeremy Sim, Balázs Gulyás:
Corrections to "Contrastive Graph Pooling for Explainable Classification of Brain Networks". 4075
Volume 43, Number 12, December 2024
- Hongqiu Wang, Jian Chen, Shichen Zhang, Yuan He, Jinfeng Xu, Mengwan Wu, Jinlan He, Wenjun Liao, Xiangde Luo:
Dual-Reference Source-Free Active Domain Adaptation for Nasopharyngeal Carcinoma Tumor Segmentation Across Multiple Hospitals. 4078-4090 - Dong Zhang, Xiujian Liu, Anbang Wang, Hongwei Zhang, Guang Yang, Heye Zhang, Zhifan Gao:
Constraint-Aware Learning for Fractional Flow Reserve Pullback Curve Estimation From Invasive Coronary Imaging. 4091-4104 - Ziang Xu, Jens Rittscher, Sharib Ali:
SSL-CPCD: Self-Supervised Learning With Composite Pretext-Class Discrimination for Improved Generalisability in Endoscopic Image Analysis. 4105-4119 - Romane Gros, Omar Rodríguez-Núñez, Leonard A. Felger, Stefano Moriconi, Richard McKinley, Angelo Pierangelo, Tatiana Novikova, Erik Vassella, Philippe Schucht, Ekkehard Hewer, Theoni Maragkou:
Characterization of Polarimetric Properties in Various Brain Tumor Types Using Wide-Field Imaging Mueller Polarimetry. 4120-4132 - Yingzhi Teng, Kai Wu, Jing Liu, Yifan Li, Xiangyi Teng:
Constructing High-Order Functional Connectivity Networks With Temporal Information From fMRI Data. 4133-4145 - Jiarui Sun, Qiuxuan Li, Yuhao Liu, Yichuan Liu, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen, Jie Lu:
Pathological Asymmetry-Guided Progressive Learning for Acute Ischemic Stroke Infarct Segmentation. 4146-4160 - Enpeng Wang, Yueang Liu, Puxun Tu, Zeike A. Taylor, Xiaojun Chen:
Video-Based Soft Tissue Deformation Tracking for Laparoscopic Augmented Reality-Based Navigation in Kidney Surgery. 4161-4173 - Jiaqi Cui, Pinxian Zeng, Xinyi Zeng, Yuanyuan Xu, Peng Wang, Jiliu Zhou, Yan Wang, Dinggang Shen:
Prior Knowledge-Guided Triple-Domain Transformer-GAN for Direct PET Reconstruction From Low-Count Sinograms. 4174-4189 - Zhili Huang, Jingyi Sun, Yifan Shao, Zixuan Wang, Su Wang, Qiyong Li, Jinsong Li, Qian Yu:
PolarFormer: A Transformer-Based Method for Multi-Lesion Segmentation in Intravascular OCT. 4190-4199 - Saurabh Agarwal, K. V. Arya, Yogesh Kumar Meena:
CNN-O-ELMNet: Optimized Lightweight and Generalized Model for Lung Disease Classification and Severity Assessment. 4200-4210 - Xin Mei, Libin Yang, Denghong Gao, Xiaoyan Cai, Junwei Han, Tianming Liu:
PhraseAug: An Augmented Medical Report Generation Model With Phrasebook. 4211-4223 - Pengyu Wang, Huaqi Zhang, Yixuan Yuan:
MCPL: Multi-Modal Collaborative Prompt Learning for Medical Vision-Language Model. 4224-4235 - Chengkang Shen, Hao Zhu, You Zhou, Yu Liu, Si Yi, Lili Dong, Weipeng Zhao, David J. Brady, Xun Cao, Zhan Ma, Yi Lin:
Continuous 3D Myocardial Motion Tracking via Echocardiography. 4236-4252 - Shiyu Li, Pengchong Qiao, Lin Wang, Munan Ning, Li Yuan, Yefeng Zheng, Jie Chen:
An Organ-Aware Diagnosis Framework for Radiology Report Generation. 4253-4265 - Tuan-Anh Le, Bui Minh Phu, Yaser Hadadian, Khaled Mohamed Gadelmowla, Seungjun Oh, Chaemin Im, Seungyong Hahn, Jungwon Yoon:
Toward Human-Scale Magnetic Particle Imaging: Development of the First System With Superconductor- Based Selection Coils. 4266-4280 - Zekun Li, Nadia Benabdallah, Richard Laforest, Richard L. Wahl, Daniel L. J. Thorek, Abhinav K. Jha:
Joint Regional Uptake Quantification of Thorium-227 and Radium-223 Using a Multiple-Energy-Window Projection-Domain Quantitative SPECT Method. 4281-4293 - Puyang Wang, Dazhou Guo, Dandan Zheng, Minghui Zhang, Haogang Yu, Xin Sun, Jia Ge, Yun Gu, Le Lu, Xianghua Ye, Dakai Jin:
Accurate Airway Tree Segmentation in CT Scans via Anatomy-Aware Multi-Class Segmentation and Topology-Guided Iterative Learning. 4294-4306 - Cheng Zhu, Ying Tan, Shuqi Yang, Jiaqing Miao, Jiayi Zhu, Huan Huang, Dezhong Yao, Cheng Luo:
Temporal Dynamic Synchronous Functional Brain Network for Schizophrenia Classification and Lateralization Analysis. 4307-4318 - Jie Zhou, Biao Jie, Zhengdong Wang, Zhixiang Zhang, Tongchun Du, Weixin Bian, Yang Yang, Jun Jia:
LCGNet: Local Sequential Feature Coupling Global Representation Learning for Functional Connectivity Network Analysis With fMRI. 4319-4330 - Wenhui Yang, Shuo Gao, Hao Zhang, Hong Yu, Menglei Xu, Puimun Chong, Weijie Zhang, Hong Wang, Wenjuan Zhang, Airong Qian:
PtbNet: Based on Local Few-Shot Classes and Small Objects to Accurately Detect PTB. 4331-4343 - De Cai, Jie Chen, Junhan Zhao, Yuan Xue, Sen Yang, Wei Yuan, Min Feng, Haiyan Weng, Shuguang Liu, Yulong Peng, Junyou Zhu, Kanran Wang, Christopher Jackson, Hongping Tang, Junzhou Huang, Xiyue Wang:
HiCervix: An Extensive Hierarchical Dataset and Benchmark for Cervical Cytology Classification. 4344-4355 - Shizhan Gong, Yonghao Long, Kai Chen, Jiaqi Liu, Yuliang Xiao, Alexis Cheng, Zerui Wang, Qi Dou:
Self-Supervised Cyclic Diffeomorphic Mapping for Soft Tissue Deformation Recovery in Robotic Surgery Scenes. 4356-4367 - Wenting Chen, Jie Liu, Tommy W. S. Chow, Yixuan Yuan:
STAR-RL: Spatial-Temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution. 4368-4379 - Mostafa Sharifzadeh, Sobhan Goudarzi, An Tang, Habib Benali, Hassan Rivaz:
Mitigating Aberration-Induced Noise: A Deep Learning-Based Aberration-to- Aberration Approach. 4380-4392 - Jiansong Fan, Tianxu Lv, Pei Wang, Xiaoyan Hong, Yuan Liu, Chunjuan Jiang, Jianming Ni, Lihua Li, Xiang Pan:
DCDiff: Dual-Granularity Cooperative Diffusion Models for Pathology Image Analysis. 4393-4403 - Jiayin Xiao, Si Li, Tongxu Lin, Jian Zhu, Xiaochen Yuan, David Dagan Feng, Bin Sheng:
Multi-Label Chest X-Ray Image Classification With Single Positive Labels. 4404-4418 - Zhiyuan Cai, Li Lin, Huaqing He, Pujin Cheng, Xiaoying Tang:
Uni4Eye++: A General Masked Image Modeling Multi-Modal Pre-Training Framework for Ophthalmic Image Classification and Segmentation. 4419-4429 - Linqin Cai, Haodu Fang, Nuoying Xu, Bo Ren:
Counterfactual Causal-Effect Intervention for Interpretable Medical Visual Question Answering. 4430-4441 - Lei Mou, Jinghui Lin, Yifan Zhao, Yonghuai Liu, Shaodong Ma, Jiong Zhang, Wenhao Lv, Tao Zhou, Jiang Liu, Alejandro F. Frangi, Yitian Zhao:
COSTA: A Multi-Center TOF-MRA Dataset and a Style Self-Consistency Network for Cerebrovascular Segmentation. 4442-4456 - Hongqiu Wang, Guang Yang, Shichen Zhang, Jing Qin, Yike Guo, Bo Xu, Yueming Jin, Lei Zhu:
Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery. 4457-4469 - Ke Zhang, Yan Yang, Jun Yu, Jianping Fan, Hanliang Jiang, Qingming Huang, Weidong Han:
Attribute Prototype-Guided Iterative Scene Graph for Explainable Radiology Report Generation. 4470-4482 - Xibao Li, Xi Ouyang, Jiadong Zhang, Zhongxiang Ding, Yuyao Zhang, Zhong Xue, Feng Shi, Dinggang Shen:
Carotid Vessel Wall Segmentation Through Domain Aligner, Topological Learning, and Segment Anything Model for Sparse Annotation in MR Images. 4483-4495
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