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ORCIDMedical Image Analysis, Volume 101
Volume 101, 2025
- Sam Coveney
, Maryam Afzali, Lars Mueller, Irvin Teh, Arka Das, Erica Dall' Armellina, Filip Szczepankiewicz, Derek K. Jones, Jürgen E. Schneider:
Outlier detection in cardiac diffusion tensor imaging: Shot rejection or robust fitting? 103386 - Maximilian Zenk, David Zimmerer, Fabian Isensee, Jeremias Traub, Tobias Norajitra, Paul F. Jäger, Klaus H. Maier-Hein:
Comparative benchmarking of failure detection methods in medical image segmentation: Unveiling the role of confidence aggregation. 103392 - Xingru Huang, Changpeng Yue, Yihao Guo, Jian Huang, Zhengyao Jiang, Mingkuan Wang, Zhaoyang Xu, Guangyuan Zhang, Jin Liu, Tianyun Zhang, Zhiwen Zheng, Xiaoshuai Zhang, Hong He, Shaowei Jiang, Yaoqi Sun:
Multidimensional Directionality-Enhanced Segmentation via large vision model. 103395 - Haitao Li, Xingqi Fan, Baoxin Tao, Wenying Wang, Yiqun Wu, Xiaojun Chen:
ZygoPlanner: A three-stage graphics-based framework for optimal preoperative planning of zygomatic implant placement. 103401 - Zhichao Liang, Shuangyang Zhang, Zongxin Mo, Xiaoming Zhang, Anqi Wei, Wufan Chen, Li Qi:
Organ-level instance segmentation enables continuous time-space-spectrum analysis of pre-clinical abdominal photoacoustic tomography images. 103402 - Xiaochuan Wang, Yuqi Fang, Qianqian Wang, Pew-Thian Yap, Hongtu Zhu, Mingxia Liu:
Self-supervised graph contrastive learning with diffusion augmentation for functional MRI analysis and brain disorder detection. 103403 - Quan Tang, Liming Xu, Yongheng Wang, Bochuan Zheng, Jiancheng Lv, Xianhua Zeng, Weisheng Li:
Dual-modality visual feature flow for medical report generation. 103413 - Jun-Ho Kim, Young Noh, Haejoon Lee, Seul Lee, Woo-Ram Kim, Koung Mi Kang, Eung-Yeop Kim, Mohammed A. Al-masni, Donghyun Kim:
Toward automated detection of microbleeds with anatomical scale localization using deep learning. 103415 - Linxuan Li, Zhijie Zhang, Yongqing Li, Yanxin Wang, Wei Zhao:
DDoCT: Morphology preserved dual-domain joint optimization for fast sparse-view low-dose CT imaging. 103420 - Trinh Thi Le Vuong, Jin Tae Kwak:
MoMA: Momentum contrastive learning with multi-head attention-based knowledge distillation for histopathology image analysis. 103421 - Jiayi Zhu, Bart Bolsterlee, Yang Song, Erik Meijering:
Improving cross-domain generalizability of medical image segmentation using uncertainty and shape-aware continual test-time domain adaptation. 103422 - Ray Zirui Zhang, Ivan Ezhov, Michal Balcerak, Andy Zhu, Benedikt Wiestler, Bjoern H. Menze, John S. Lowengrub:
Personalized predictions of Glioblastoma infiltration: Mathematical models, Physics-Informed Neural Networks and multimodal scans. 103423 - Li Yang, Guannan Cao, Songyao Zhang, Weihan Zhang, Yusong Sun, Jingchao Zhou, Tianyang Zhong, Yixuan Yuan, Tao Liu, Tianming Liu, Lei Guo, Yongchun Yu, Xi Jiang, Gang Li, Junwei Han, Tuo Zhang:
Contrastive machine learning reveals species -shared and -specific brain functional architecture. 103431 - Chunming Li, Yuchuan Qiao, Wei Yu, Yingguang Li, Yankai Chen, Zehao Fan, Runguo Wei, Botao Yang, Zhiqing Wang, Xuesong Lu, Lianglong Chen, Carlos Collet, Miao Chu, Shengxian Tu:
AutoFOX: An automated cross-modal 3D fusion framework of coronary X-ray angiography and OCT. 103432 - Bishal Thapaliya, Esra Akbas, Jiayu Chen, Ram Sapkota, Bhaskar Ray, Pranav Suresh, Vince D. Calhoun, Jingyu Liu:
Brain networks and intelligence: A graph neural network based approach to resting state fMRI data. 103433 - Chinedu Innocent Nwoye, Nicolas Padoy:
SurgiTrack: Fine-grained multi-class multi-tool tracking in surgical videos. 103438 - Golriz Hosseinimanesh, Ammar Alsheghri, Julia Keren, Farida Cheriet, François Guibault:
Personalized dental crown design: A point-to-mesh completion network. 103439 - Maria Gusseva, Nikhil Thatte, Daniel A. Castellanos, Peter E. Hammer, Sunil J. Ghelani, Ryan Callahan, Tarique Hussain, Radomír Chabiniok:
Biomechanical modeling combined with pressure-volume loop analysis to aid surgical planning in patients with complex congenital heart disease. 103441 - Misha P. T. Kaandorp, Frank Zijlstra, Davood Karimi, Ali Gholipour, Peter T. While:
Incorporating spatial information in deep learning parameter estimation with application to the intravoxel incoherent motion model in diffusion-weighted MRI. 103414 - Jing Ke, Yijin Zhou, Yiqing Shen, Yi Guo, Ning Liu, Xiaodan Han, Dinggang Shen:
Learnable color space conversion and fusion for stain normalization in pathology images. 103424 - Fabian Laumer, Lena Rubi, Michael A. Matter, Stefano Buoso, Gabriel Fringeli, François Mach, Frank Ruschitzka, Joachim M. Buhmann, Christian M. Matter:
2D echocardiography video to 3D heart shape reconstruction for clinical application. 103434 - Qijian Chen, Lihui Wang, Zeyu Deng, Rongpin Wang, Li Wang, Caiqing Jian, Yue-Min Zhu:
Cooperative multi-task learning and interpretable image biomarkers for glioma grading and molecular subtyping. 103435 - Chiara Mauri, Stefano Cerri, Oula Puonti, Mark Mühlau, Koen Van Leemput:
A lightweight generative model for interpretable subject-level prediction. 103436 - Yang Hu, Korsuk Sirinukunwattana, Bin Li, Kezia Gaitskell, Enric Domingo, Willem Bonnaffé, Marta Wojciechowska, Ruby Wood, Nasullah Khalid Alham, Stefano Malacrino, Dan J. Woodcock, Clare Verrill, Ahmed Ahmed, Jens Rittscher:
Self-interactive learning: Fusion and evolution of multi-scale histomorphology features for molecular traits prediction in computational pathology. 103437 - Zhuotong Cai, Jingmin Xin, Chenyu You, Peiwen Shi, Siyuan Dong, Nicha C. Dvornek, Nanning Zheng, James S. Duncan:
Style mixup enhanced disentanglement learning for unsupervised domain adaptation in medical image segmentation. 103440 - Gen Shi, Hao Lu, Hui Hui, Jie Tian:
Benefit from public unlabeled data: A Frangi filter-based pretraining network for 3D cerebrovascular segmentation. 103442 - Ruizhe Chen, Jianfei Yang, Huimin Xiong, Ruiling Xu, Yang Feng, Jian Wu, Zuozhu Liu:
Cross-center Model Adaptive Tooth segmentation. 103443 - Siemen Brussee, Giorgio Buzzanca, Anne M. R. Schrader, Jesper Kers:
Graph neural networks in histopathology: Emerging trends and future directions. 103444 - Noga Kertes, Yael Zaffrani-Reznikov, Onur Afacan, Sila Kurugol, Simon K. Warfield, Moti Freiman:
IVIM-Morph: Motion-compensated quantitative Intra-voxel Incoherent Motion (IVIM) analysis for functional fetal lung maturity assessment from diffusion-weighted MRI data. 103445 - Xiangde Luo, Jia Fu, Yunxin Zhong, Shuolin Liu, Bing Han, Mehdi Astaraki, Simone Bendazzoli, Iuliana Toma-Dasu, Yiwen Ye, Ziyang Chen, Yong Xia, Yanzhou Su, Jin Ye, Junjun He, Zhaohu Xing, Hongqiu Wang, Lei Zhu, Kaixiang Yang, Xin Fang, Zhiwei Wang, Chan Woong Lee, Sang Joon Park, Jaehee Chun, Constantin Ulrich, Klaus H. Maier-Hein, Nchongmaje Ndipenoch, Alina Dana Miron, Yongmin Li, Yimeng Zhang, Yu Chen, Lu Bai, Jinlong Huang, Chengyang An, Lisheng Wang, Kaiwen Huang, Yunqi Gu, Tao Zhou, Mu Zhou, Shichuan Zhang, Wenjun Liao, Guotai Wang, Shaoting Zhang:
SegRap2023: A benchmark of organs-at-risk and gross tumor volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma. 103447 - Haozhe Xu, Jian Wang, Qianjin Feng, Yu Zhang, Zhenyuan Ning:
Domain-specific information preservation for Alzheimer's disease diagnosis with incomplete multi-modality neuroimages. 103448 - Haolin Wang, Kai-Ni Wang, Jie Hua, Yi Tang, Yang Chen, Guang-Quan Zhou, Shuo Li:
Dynamic spectrum-driven hierarchical learning network for polyp segmentation. 103449 - Yang Yang, Guoying Sun, Tong Zhang, Ruixuan Wang, Jingyong Su:
Semi-supervised medical image segmentation via weak-to-strong perturbation consistency and edge-aware contrastive representation. 103450 - Özgün Turgut, Philip Müller, Paul Hager, Suprosanna Shit, Sophie Starck, Martin J. Menten, Eimo Martens, Daniel Rueckert:
Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging. 103451 - Zi-Yuan Wu, Wei Guo, Wei Zhou, Han-Jia Ye, Yuan Jiang, Houxuan Li, Zhi-Hua Zhou:
Abductive multi-instance multi-label learning for periodontal disease classification with prior domain knowledge. 103452 - Se-Yeol Rhyou, Jae-Chern Yoo:
Automated ultrasonography of hepatocellular carcinoma using discrete wavelet transform based deep-learning neural network. 103453 - Daniel De Wilde, Olivier Zanier, Raffaele Da Mutten, Michael Jin, Luca Regli, Carlo Serra, Victor E. Staartjes:
Strategies for generating synthetic computed tomography-like imaging from radiographs: A scoping review. 103454 - Xuebin Chang, Xiaoyan Jia, Simon B. Eickhoff, Debo Dong, Wei Zeng:
Multi-center brain age prediction via dual-modality fusion convolutional network. 103455 - Hongming Xu, Mingkang Wang, Duanbo Shi, Huamin Qin, Yunpeng Zhang, Zaiyi Liu, Anant Madabhushi, Peng Gao, Fengyu Cong, Cheng Lu:
When multiple instance learning meets foundation models: Advancing histological whole slide image analysis. 103456 - Shengyuan Ma, Zhao He, Runke Wang, Aili Zhang, Qingfang Sun, Jun Liu, Fuhua Yan, Michael S. Sacks, Xi-Qiao Feng, Guang-Zhong Yang, Yuan Feng:
Measurement of biomechanical properties of transversely isotropic biological tissue using traveling wave expansion. 103457 - Felipe Álvarez-Barrientos, Mariana Salinas-Camus, Simone Pezzuto, Francisco Sahli Costabal:
Probabilistic learning of the Purkinje network from the electrocardiogram. 103460 - Yanyan Wang, Kechen Song, Yuyuan Liu, Shuai Ma, Yunhui Yan, Gustavo Carneiro:
Leveraging labelled data knowledge: A cooperative rectification learning network for semi-supervised 3D medical image segmentation. 103461 - Defu Yang, Minjeong Kim, Yu Zhang, Guorong Wu:
Identifying multilayer network hub by graph representation learning. 103463 - Chenlu Zhan, Peng Peng, Hongwei Wang, Gaoang Wang, Yu Lin, Tao Chen, Hongsen Wang:
UnICLAM: Contrastive representation learning with adversarial masking for unified and interpretable Medical Vision Question Answering. 103464 - Xing Tao, Yan Cao, Yanhui Jiang, Xiaoxi Wu, Dan Yan, Wen Xue, Shulian Zhuang, Xin Yang, Ruobing Huang, Jianxing Zhang, Dong Ni:
Enhancing lesion detection in automated breast ultrasound using unsupervised multi-view contrastive learning with 3D DETR. 103466 - Dieuwertje Alblas, Julian Suk, Christoph Brune, Kak Khee Yeung, Jelmer M. Wolterink:
SIRE: Scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks. 103467 - Haochen Jin, Junyi Shen, Lei Cui, Xiaoshuang Shi, Kang Li, Xiaofeng Zhu:
Dynamic graph based weakly supervised deep hashing for whole slide image classification and retrieval. 103468 - Luca Sestini, Benoit Rosa, Elena De Momi, Giancarlo Ferrigno, Nicolas Padoy:
SAF-IS: A spatial annotation free framework for instance segmentation of surgical tools. 103471 - Lei Li, Hannah J. Smith, Yilin Lyu, Julià Camps, Shuang Qian, Blanca Rodríguez, Abhirup Banerjee, Vicente Grau:
Personalized topology-informed localization of standard 12-lead ECG electrode placement from incomplete cardiac MRIs for efficient cardiac digital twins. 103472 - Sandrine Bédard, Enamundram Naga Karthik, Charidimos Tsagkas, Emanuele Pravatà, Cristina Granziera, Andrew Smith, Kenneth Arnold Weber II, Julien Cohen-Adad:
Towards contrast-agnostic soft segmentation of the spinal cord. 103473 - Ahmed Qureshi, Paolo Melidoro, Maximilian Balmus, Gregory Y. H. Lip, David A. Nordsletten, Steven E. Williams, Oleg V. Aslanidi, Adelaide de Vecchi:
MRI-based modelling of left atrial flow and coagulation to predict risk of thrombogenesis in atrial fibrillation. 103475 - Yuqian Chen, Fan Zhang, Meng Wang, Leo R. Zekelman, Suheyla Cetin Karayumak, Tengfei Xue, Chaoyi Zhang, Yang Song, Jarrett Rushmore, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
TractGraphFormer: Anatomically informed hybrid graph CNN-transformer network for interpretable sex and age prediction from diffusion MRI tractography. 103476
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