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ORCIDMedical Image Analysis, Volume 91
Volume 91, January 2024
- Serge Vasylechko Didenko
, Simon K. Warfield, Sila Kurugol, Onur Afacan:
Improved myelin water fraction mapping with deep neural networks using synthetically generated 3D data. 102966 - Danyang Gao, Ming Kong, Yongrui Zhao, Jing Huang, Zhengxing Huang, Kun Kuang, Fei Wu, Qiang Zhu:
Simulating doctors' thinking logic for chest X-ray report generation via Transformer-based Semantic Query learning. 102982 - Yan Wang, Yanmei Luo, Chen Zu, Bo Zhan, Zhengyang Jiao, Xi Wu, Jiliu Zhou, Dinggang Shen, Luping Zhou:
3D multi-modality Transformer-GAN for high-quality PET reconstruction. 102983 - Wenfeng He, Chulong Zhang, Jingjing Dai, Lin Liu, Tangsheng Wang, Xuan Liu, Yuming Jiang, Na Li, Jing Xiong, Lei Wang, Yaoqin Xie, Xiaokun Liang:
A statistical deformation model-based data augmentation method for volumetric medical image segmentation. 102984 - João Cartucho, Alistair Weld, Samyakh Tukra, Haozheng Xu, Hiroki Matsuzaki, Taiyo Ishikawa, Minjun Kwon, Yongeun Jang, Kwang-Ju Kim, Gwang Lee, Bizhe Bai, Lueder A. Kahrs, Lars Boecking, Simeon Allmendinger, Leopold Müller, Yitong Zhang, Yueming Jin, Sophia Bano, Francisco Vasconcelos, Wolfgang Reiter, Jonas Hajek, Bruno Silva, Estevão Lima, João L. Vilaça, Sandro F. Queiros, Stamatia Giannarou:
SurgT challenge: Benchmark of soft-tissue trackers for robotic surgery. 102985 - Jian Dai, Tiange Liu, Drew A. Torigian, Yubing Tong, Shiwei Han, Pengju Nie, Jing Zhang, Ran Li, Fei Xie, Jayaram K. Udupa:
GA-Net: A geographical attention neural network for the segmentation of body torso tissue composition. 102987 - Nahid Ul Islam, Zongwei Zhou, Shiv Gehlot, Michael B. Gotway, Jianming Liang:
Seeking an optimal approach for Computer-aided Diagnosis of Pulmonary Embolism. 102988 - Xiaohan Xing, Meilu Zhu, Zhen Chen, Yixuan Yuan:
Comprehensive learning and adaptive teaching: Distilling multi-modal knowledge for pathological glioma grading. 102990 - David Wiesner, Julian Suk, Sven Dummer, Tereza Necasová, Vladimír Ulman, David Svoboda, Jelmer M. Wolterink:
Generative modeling of living cells with SO(3)-equivariant implicit neural representations. 102991 - Mohamad Kassab, Muhammad Jehanzaib, Kayhan Basak, Derya Demir, G. Evren Keles, Mehmet Turan:
FFPE++: Improving the quality of formalin-fixed paraffin-embedded tissue imaging via contrastive unpaired image-to-image translation. 102992 - Srijay Deshpande, Muhammad Dawood, Fayyaz Minhas, Nasir M. Rajpoot:
SynCLay: Interactive synthesis of histology images from bespoke cellular layouts. 102995 - Shaoting Zhang, Dimitris N. Metaxas:
On the challenges and perspectives of foundation models for medical image analysis. 102996 - Raja Muhammad Saad Bashir, Talha Qaiser, Shan E Ahmed Raza, Nasir M. Rajpoot:
Consistency regularisation in varying contexts and feature perturbations for semi-supervised semantic segmentation of histology images. 102997 - Jingjing Dai, Guoya Dong, Chulong Zhang, Wenfeng He, Lin Liu, Tangsheng Wang, Yuming Jiang, Wei Zhao, Xiang Zhao, Yaoqin Xie, Xiaokun Liang:
Volumetric tumor tracking from a single cone-beam X-ray projection image enabled by deep learning. 102998 - Wenji Wang, Qing Xia, Zhennan Yan, Zhiqiang Hu, Yinan Chen, Wen Zheng, Xiao Wang, Shaoping Nie, Dimitris N. Metaxas, Shaoting Zhang:
AVDNet: Joint coronary artery and vein segmentation with topological consistency. 102999 - Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof:
Advances in medical image analysis with vision Transformers: A comprehensive review. 103000 - Eneko Uruñuela, Javier Gonzalez-Castillo, Charles Zheng, Peter A. Bandettini, César Caballero-Gaudes:
Whole-brain multivariate hemodynamic deconvolution for functional MRI with stability selection. 103010 - Sukesh Adiga V, Jose Dolz, Herve Lombaert:
Anatomically-aware uncertainty for semi-supervised image segmentation. 103011 - Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir, Neda Davoudi, Xosé-Luís Dean-Ben, Fernando Pérez-Cruz, Daniel Razansky:
Signal domain adaptation network for limited-view optoacoustic tomography. 103012 - Chaoyu Chen, Xin Yang, Yuhao Huang, Wenlong Shi, Yan Cao, Mingyuan Luo, Xindi Hu, Lei Zhu, Lequan Yu, Kejuan Yue, Yuanji Zhang, Yi Xiong, Dong Ni, Weijun Huang:
FetusMapV2: Enhanced fetal pose estimation in 3D ultrasound. 103013 - Youyi Song, Jing Zou, Kup-Sze Choi, Baiying Lei, Jing Qin:
Cell classification with worse-case boosting for intelligent cervical cancer screening. 103014 - Bingyuan Liu, Jose Dolz, Adrian Galdran, Riadh Kobbi, Ismail Ben Ayed:
Do we really need dice? The hidden region-size biases of segmentation losses. 103015 - Ahmed H. Shahin, An Zhao, Alexander C. Whitehead, Daniel C. Alexander, Joseph Jacob, David Barber:
CenTime: Event-conditional modelling of censoring in survival analysis. 103016 - Jiazhen Pan, Manal Hamdi, Wenqi Huang, Kerstin Hammernik, Thomas Küstner, Daniel Rueckert:
Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI. 103017 - Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang:
Mapping medical image-text to a joint space via masked modeling. 103018 - Hong Liu, Dong Wei, Donghuan Lu, Xiaoying Tang, Liansheng Wang, Yefeng Zheng:
Simultaneous alignment and surface regression using hybrid 2D-3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations. 103019 - Pei Liu, Luping Ji, Feng Ye, Bo Fu:
AdvMIL: Adversarial multiple instance learning for the survival analysis on whole-slide images. 103020 - Sangjoon Park, Eun Sun Lee, Kyung Sook Shin, Jeong Eun Lee, Jong Chul Ye:
Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology. 103021 - Boah Kim, Yujin Oh, Bradford J. Wood, Ronald M. Summers, Jong Chul Ye:
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation. 103022 - Yutong Xie, Jianpeng Zhang, Lingqiao Liu, Hu Wang, Yiwen Ye, Johan Verjans, Yong Xia:
ReFs: A hybrid pre-training paradigm for 3D medical image segmentation. 103023 - Marc Fischer, Alexander Bartler, Bin Yang:
Prompt tuning for parameter-efficient medical image segmentation. 103024 - Buxin Chen, Zheng Zhang, Dan Xia, Emil Y. Sidky, Xiaochuan Pan:
Prototyping optimization-based image reconstructions from limited-angular-range data in dual-energy CT. 103025 - Xiaojing Feng, Xiaodong Zhang, Xiaojun Shi, Li Li, Shaopeng Wang:
ST-ITEF: Spatio-Temporal Intraoperative Task Estimating Framework to recognize surgical phase and predict instrument path based on multi-object tracking in keratoplasty. 103026 - Florentin Liebmann, Marco von Atzigen, Dominik Stütz, Julian Wolf, Lukas Zingg, Daniel Suter, Nicola Cavalcanti, Laura Leoty, Hooman Esfandiari, Jess Gerrit Snedeker, Martin R. Oswald, Marc Pollefeys, Mazda Farshad, Philipp Fürnstahl:
Automatic registration with continuous pose updates for marker-less surgical navigation in spine surgery. 103027 - Carole H. Sudre, Kimberlin M. H. van Wijnen, Florian Dubost, Hieab Adams, David Atkinson, Frederik Barkhof, Mahlet A. Birhanu, Esther E. Bron, Robin Camarasa, Nish Chaturvedi, Yuan Chen, Zihao Chen, Shuai Chen, Qi Dou, Tavia E. Evans, Ivan Ezhov, Haojun Gao, Marta Gironés-Sangüesa, Juan Domingo Gispert, Beatriz Gomez Anson, Alun D. Hughes, Mohammad Arfan Ikram, Silvia Ingala, Hans Rolf Jäger, Florian Kofler, Hugo J. Kuijf, Denis Kutnar, Minho Lee, Bo Li, Luigi Lorenzini, Bjoern H. Menze, José Luis Molinuevo, Yiwei Pan, Élodie Puybareau, Rafael Rehwald, Ruisheng Su, Pengcheng Shi, Lorna Smith, Therese Tillin, Guillaume Tochon, Hélène Urien, Bas H. M. van der Velden, Isabelle F. van der Velpen, Benedikt Wiestler, Frank J. Wolters, Pinar Yilmaz, Marius de Groot, Meike W. Vernooij, Marleen de Bruijne:
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021. 103029 - Wen Yan, Bernard Chiu, Ziyi Shen, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, David Atkinson, Dean C. Barratt, Yipeng Hu:
Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation. 103030 - Piyush Tiwary, Kinjawl Bhattacharyya, Prathosh A. P.:
Cycle consistent twin energy-based models for image-to-image translation. 103031 - Chenhui Wang, Sirong Piao, Zhizhong Huang, Qi Gao, Junping Zhang, Yuxin Li, Hongming Shan:
Joint learning framework of cross-modal synthesis and diagnosis for Alzheimer's disease by mining underlying shared modality information. 103032 - Daniele Ravì, Frederik Barkhof, Daniel C. Alexander, Lemuel Puglisi, Geoffrey J. M. Parker, Arman Eshaghi:
An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training. 103033 - Riddhish Bhalodia, Shireen Y. Elhabian, Jadie Adams, Wenzheng Tao, Ladislav Kavan, Ross T. Whitaker:
DeepSSM: A blueprint for image-to-shape deep learning models. 103034 - Yongcheng Yao, Junru Zhong, Liping Zhang, Sheheryar Khan, Weitian Chen:
CartiMorph: A framework for automated knee articular cartilage morphometrics. 103035 - Graciela Juez-Castillo, Brayan Valencia-Vidal, Lina M. Orrego, María Cabello-Donayre, Laura Montosa-Hidalgo, José M. Pérez-Victoria:
FiCRoN, a deep learning-based algorithm for the automatic determination of intracellular parasite burden from fluorescence microscopy images. 103036 - Jian-Qing Zheng, Ziyang Wang, Baoru Huang, Ngee Han Lim, Bartlomiej W. Papiez:
Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration. 103038 - Xiangqiong Wu, Guanghua Tan, Hongxia Luo, Zhilun Chen, Bin Pu, Shengli Li, Kenli Li:
A knowledge-interpretable multi-task learning framework for automated thyroid nodule diagnosis in ultrasound videos. 103039 - Xiao Xiao, Yan Kong, Ronghan Li, Zuoheng Wang, Hui Lu:
Transformer with convolution and graph-node co-embedding: An accurate and interpretable vision backbone for predicting gene expressions from local histopathological image. 103040 - Simon Oxenford, Ana Sofía Ríos, Barbara Hollunder, Clemens Neudorfer, Alexandre Boutet, Gavin J. B. Elias, Jürgen Germann, Aaron Loh, Wissam Deeb, Bryan Salvato, Leonardo Almeida, Kelly D. Foote, Robert S. C. Amaral, Paul B. Rosenberg, David F. Tang-Wai, David A. Wolk, Anna D. Burke, Marwan N. Sabbagh, Stephen Salloway, M. Mallar Chakravarty, Gwenn S. Smith, Constantine G. Lyketsos, Michael S. Okun, William S. Anderson, Zoltan Mari, Francisco A. Ponce, Andres M. Lozano, Wolf-Julian Neumann, Bassam Al-Fatly, Andreas Horn:
WarpDrive: Improving spatial normalization using manual refinements. 103041 - Ricards Marcinkevics, Patricia Reis Wolfertstetter, Ugne Klimiene, Kieran Chin-Cheong, Alyssia Paschke, Julia Zerres, Markus Denzinger, David Niederberger, Sven Wellmann, Ece Ozkan, Christian Knorr, Julia E. Vogt:
Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis. 103042 - Nicolas Honnorat, Sudha Seshadri, Ron Killiany, John Blangero, David C. Glahn, Peter T. Fox, Mohamad Habes:
Riemannian frameworks for the harmonization of resting-state functional MRI scans. 103043
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