Title
Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation Yanyu Ye Zhenxi Zhang Wei Wei Chunna Tian 75 2 0 18 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 90 12 0 10 Oct 2023
Multi-Task Cooperative Learning via Searching for Flat Minima Fuping Wu Le Zhang Yang Sun Yuanhan Mo Thomas Nichols Bartłomiej W. Papież 100 1 0 21 Sep 2023
Domain Generalization with Fourier Transform and Soft Thresholding Hongyi Pan Bin Wang Zheyuan Zhan Xin Zhu Debesh Jha Ahmet Enis Cetin C. Spampinato Ulas Bagci OOD 46 1 0 18 Sep 2023
Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation Jiajin Zhang Hanqing Chao Amit Dhurandhar Pin-Yu Chen A. Tajer Yangyang Xu Pingkun Yan 96 10 0 03 Sep 2023
Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation Yanyu Ye Zheng Zhang Chunna Tianb Wei Wei 81 4 0 28 Aug 2023
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning Yan Luo Minfei Shi Yu Tian T. Elze Mengyu Wang 81 16 0 25 Aug 2023
A Foundation Language-Image Model of the Retina (FLAIR): Encoding Expert Knowledge in Text Supervision Julio Silva-Rodríguez H. Chakor Riadh Kobbi Jose Dolz Ismail Ben Ayed VLM MedIm 245 46 0 15 Aug 2023
Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Zheang Huai Xinpeng Ding Yi Li Xiaomeng Li 119 9 0 15 Aug 2023
Deep Learning and Computer Vision for Glaucoma Detection: A Review Mona Ashtari-Majlan Mohammad Mahdi Dehshibi David Masip 69 11 0 31 Jul 2023
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks Bum Jun Kim Hyeyeon Choi Hyeonah Jang Sang Woo Kim SSeg 68 0 0 26 Jul 2023
FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation Minghui Chen Meirui Jiang Qianming Dou Zehua Wang Xiaoxiao Li FedML 83 16 0 20 Jul 2023
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives S. Kumari Pravendra Singh OOD 93 29 0 18 Jul 2023
Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher Longxiang Tang Kai Li Chunming He Yulun Zhang Xiu Li 89 26 0 14 Jul 2023
Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation José Morano Guilherme Aresta Dmitrii Lachinov Julia Mai U. Schmidt-Erfurth Hrvoje Bogunović 55 3 0 06 Jul 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 96 36 0 30 Jun 2023
MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation Fubao Zhu Yanhui Tian Chuang Han Yanting Li Ji Nan Ni Yao Weihua Zhou OOD 61 1 0 29 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 90 3 0 26 Jun 2023
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model Junying Meng Weihong Guo Jun Liu Mingrui Yang 32 1 0 25 Jun 2023
Rapid Image Labeling via Neuro-Symbolic Learning Yifeng Wang Zhi Tu Yiwen Xiang Shiyuan Zhou Xiyuan Chen Bingxuan Li Tianyi Zhang VLM 83 6 0 18 Jun 2023
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data L. Boulogne Julian Lorenz Daniel Kienzle Robin Schon K. Ludwig ... C. Russ R. Ionasec Nikos Paragios Bram van Ginneken Marieke Dubois 80 4 0 18 Jun 2023
Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation An-Chi Wang Mobarakol Islam Mengya Xu Hongliang Ren OOD 80 15 0 06 Jun 2023
Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Segmentation Ziyang Chen Yongsheng Pan Yiwen Ye Hengfei Cui Yong-quan Xia OOD 91 23 0 31 May 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 74 19 0 29 May 2023
JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea Detection Huaqing He Li Lin Zhiyuan Cai Pujin Cheng Xiaoying Tang ViT MedIm 54 3 0 19 May 2023
One-Prompt to Segment All Medical Images Junde Wu Jiayuan Zhu Yueming Jin Min Xu VLM MedIm 100 32 0 17 May 2023
Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation Shuai Wang Zipei Yan Daoan Zhang Zhong Li Sirui Wu Wen-Xiang Chen Ruizhen Li UQCV 57 2 0 13 May 2023
Black-box Source-free Domain Adaptation via Two-stage Knowledge Distillation Shuai Wang Daoan Zhang Zipei Yan Shitong Shao Ruizhen Li 54 2 0 13 May 2023
PALM: Open Fundus Photograph Dataset with Pathologic Myopia Recognition and Anatomical Structure Annotation Huihui Fang Fei Li Junde Wu Huazhu Fu Xu Sun J. Orlando Hrvoje Bogunović Xiulan Zhang Yanwu Xu 66 16 0 13 May 2023
Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation Peilun Shi Jianing Qiu Sai Mu Dalike Abaxi Hao Wei Frank P.-W. Lo Wu Yuan LM&MA VLM MedIm 42 101 0 25 Apr 2023
Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation Junde Wu Rao Fu Yuanpei Liu Huihui Fang Zhao-Yang Wang Yanwu Xu Yueming Jin VLM MedIm 203 507 0 25 Apr 2023
Segment Anything in Medical Images Jun Ma Yuting He Feifei Li Li-Jun Han Chenyu You Bo Wang MedIm VLM 128 527 0 24 Apr 2023
Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation Li Lin Jiewei Wu Yixiang Liu Kenneth K. Y. Wong Xiaoying Tang FedML 87 6 0 12 Apr 2023
Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation Ziyang Chen Yongsheng Pan Yong-quan Xia MedIm 71 13 0 10 Apr 2023
Fair Federated Medical Image Segmentation via Client Contribution Estimation Meirui Jiang H. Roth Wenqi Li Dong Yang Can Zhao V. Nath Daguang Xu Qianming Dou Ziyue Xu FedML 69 52 0 29 Mar 2023
Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation Haipeng Zhou Lei Zhu Yuyin Zhou DiffM MedIm 47 2 0 22 Mar 2023
Feature Alignment and Uniformity for Test Time Adaptation Shuai Wang Daoan Zhang Zipei Yan Jiang Zhang Ruizhen Li TTA OOD 86 47 0 20 Mar 2023
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation Kai Ren K. Zou Xianjie Liu Yidi Chen Xuedong Yuan Xiaojing Shen Meng Wang Huazhu Fu EDL 64 14 0 17 Mar 2023
UT-Net: Combining U-Net and Transformer for Joint Optic Disc and Cup Segmentation and Glaucoma Detection Rukhshanda Hussain Hritam Basak ViT MedIm 66 7 0 08 Mar 2023
Learning Enhancement From Degradation: A Diffusion Model For Fundus Image Enhancement Puijin Cheng Li Lin Yijin Huang Huaqing He Wenhan Luo Xiaoying Tang MedIm DiffM 45 6 0 08 Mar 2023
Bootstrap The Original Latent: Learning a Private Model from a Black-box Model Shuai Wang Daoan Zhang Jiang Zhang Weiwei Zhang Ruizhen Li FedML 48 0 0 07 Mar 2023
Bridging Synthetic and Real Images: a Transferable and Multiple Consistency aided Fundus Image Enhancement Framework Erjian Guo Huazhu Fu Luping Zhou Dong Xu MedIm 79 11 0 23 Feb 2023
A Survey on Semi-Supervised Semantic Segmentation Adrian Peláez-Vegas Pablo Mesejo Julián Luengo 69 31 0 20 Feb 2023
AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge Coen de Vente Koen A. Vermeer Nicolas Jaccard He Wang Hongyi Sun ... Abdul Qayyum Imran Razzak Bram van Ginneken H. Lemij Clara I. Sánchez 129 57 0 03 Feb 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad Amirhossein Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 111 186 0 09 Jan 2023
Generative appearance replay for continual unsupervised domain adaptation Boqi Chen Kevin Thandiackal Pushpak Pati O. Goksel CLL MedIm 78 12 0 03 Jan 2023
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 221 99 0 31 Dec 2022
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters Junde Wu Huihui Fang Yehui Yang Yuanpei Liu Jing Gao Lixin Duan Weihua Yang Yanwu Xu 54 2 0 01 Dec 2022
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Ran Gu Guotai Wang Jiangshan Lu Jingyang Zhang Wenhui Lei ... Wenjun Liao Shichuan Zhang Kang Li Dimitris N. Metaxas Shaoting Zhang MedIm 99 30 0 22 Nov 2022
Optimizing Vision Transformers for Medical Image Segmentation Qianying Liu Chaitanya Kaul Jun Wang Christos Anagnostopoulos Roderick Murray-Smith Fani Deligianni ViT MedIm 139 21 0 14 Oct 2022