Title
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks Junlin Hou Sicen Liu Yequan Bie Hongmei Wang Andong Tan Luyang Luo Hao Chen XAI 118 5 0 03 Oct 2024
MONICA: Benchmarking on Long-tailed Medical Image Classification Lie Ju Siyuan Yan Yukun Zhou Yang Nan Xiaodan Xing Peibo Duan Zongyuan Ge 134 0 0 02 Oct 2024
AI generated annotations for Breast, Brain, Liver, Lungs and Prostate cancer collections in National Cancer Institute Imaging Data Commons G. Murugesan Diana McCrumb Rahul Soni J. Kumar Leonard Nuernberg ... Ulrike Wagner Sutton Granger Andrey Y. Fedorov Stephen Moore Jeff Van Oss 40 0 0 30 Sep 2024
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE Xun Zhu Ying Hu Fanbin Mo Miao Li Ji Wu 125 9 0 26 Sep 2024
The Effect of Lossy Compression on 3D Medical Images Segmentation with Deep Learning Anvar Kurmukov Bogdan Zavolovich A. Dalechina Vladislav Proskurov B. Shirokikh MedIm 34 1 0 25 Sep 2024
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Yanlin Wu Tao Li Zhihong Wang Hong Kang Along He ViT MedIm 88 4 0 23 Sep 2024
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition Yaopeng Peng Milan Sonka Danny Chen 121 1 0 13 Sep 2024
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation Fuchen Zheng Quanjun Li Weixuan Li Xuhang Chen Yihang Dong Guoheng Huang Chi-Man Pun Shoujun Zhou MedIm 99 0 0 12 Sep 2024
ASSNet: Adaptive Semantic Segmentation Network for Microtumors and Multi-Organ Segmentation Fuchen Zheng Xinyi Chen Xuhang Chen Haolun Li Xiaojiao Guo Guoheng Huang Chi-Man Pun Shoujun Zhou ViT MedIm 65 0 0 12 Sep 2024
Analyzing Tumors by Synthesis Qi Chen Yuxiang Lai Xiaoxi Chen Qixin Hu Alan Yuille Zongwei Zhou 84 3 0 09 Sep 2024
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation Xixi Jiang Dong Zhang Xiang Li Kangyi Liu Kwang-Ting Cheng Xin Yang OOD 62 1 0 05 Sep 2024
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning Jinglin Liang Jin Zhong Hanlin Gu Zhongqi Lu Xingxing Tang Gang Dai Shuangping Huang Lixin Fan Qiang Yang DiffM 110 9 0 02 Sep 2024
XNet v2: Fewer Limitations, Better Results and Greater Universality Yanfeng Zhou Lingrui Li Zichen Wang Guole Liu Ziwen Liu Ge Yang 66 1 0 02 Sep 2024
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation Fuchen Zheng Xuhang Chen Weihuang Liu Haolun Li Yingtie Lei Jiahui He Chi-Man Pun Shounjun Zhou MedIm 133 16 0 31 Aug 2024
Pre-training Everywhere: Parameter-Efficient Fine-Tuning for Medical Image Analysis via Target Parameter Pre-training Xingliang Lei Yiwen Ye Zhisong Wang Ziyang Chen Minglei Shu Weidong (Tom) Cai Yanning Zhang Yong-quan Xia 106 1 0 27 Aug 2024
GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets Sven Oehri Nikolas Ebert Ahmed Abdullah Didier Stricker Oliver Wasenmüller ViT 88 6 0 26 Aug 2024
Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge Jun Ma Yao Zhang Song Gu Cheng Ge Ershuai Wang Qin Zhou Ziyan Huang Pengju Lyu Jian He Bo Wang 89 15 0 22 Aug 2024
FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation Philip Schutte V. Corbetta Regina Beets-Tan Wilson Silva FedML 76 0 0 21 Aug 2024
A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation Koushik Biswas Ridal Pal Shaswat Patel Debesh Jha Meghana Karri ... M. Antalek Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci 62 1 0 11 Aug 2024
A conformalized learning of a prediction set with applications to medical imaging classification Roy Hirsch Jacob Goldberger MedIm 57 0 0 09 Aug 2024
Segment Anything in Medical Images and Videos: Benchmark and Deployment Jun Ma Sumin Kim Feifei Li Mohammed Baharoon Reza Asakereh Hongwei Lyu Bo Wang VLM MedIm 97 40 0 06 Aug 2024
CAF-YOLO: A Robust Framework for Multi-Scale Lesion Detection in Biomedical Imagery Zilin Chen Shengnan Lu MedIm 60 3 0 04 Aug 2024
Segment anything model 2: an application to 2D and 3D medical images Haoyu Dong Han Gu Yaqian Chen Jichen Yang Yuwen Chen Maciej A. Mazurowski VLM MedIm 126 17 0 01 Aug 2024
MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework Jingyao Wu Evan Lim T. Dang Brayden Mi Alex Balsells V. Sethu Caroline Chung Beatrice Riviere David T. Fuentes VLM 72 5 0 31 Jul 2024
CBCTLiTS: A Synthetic, Paired CBCT/CT Dataset For Segmentation And Style Transfer M. Tschuchnig Philipp Steininger M. Gadermayr 22 1 0 20 Jul 2024
LIDIA: Precise Liver Tumor Diagnosis on Multi-Phase Contrast-Enhanced CT via Iterative Fusion and Asymmetric Contrastive Learning Wei Huang Wei Liu Xiaoming Zhang Xiaoli Yin Xu Han ... Yu Shi Le Lu Ling Zhang Lei Zhang Ke Yan 36 0 0 18 Jul 2024
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation Xiaoyu Liu Linhao Qu Ziyue Xie Yonghong Shi Zhijian Song 66 1 0 17 Jul 2024
Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation Szymon Płotka Maciej Chrabaszcz Przemyslaw Biecek 57 2 0 10 Jul 2024
FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels Malte Tolle Fernando Navarro Sebastian Eble Ivo Wolf Bjoern Menze Sandy Engelhardt FedML 71 1 0 10 Jul 2024
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart Tianrun Chen Chaotao Ding Lanyun Zhu Tao Xu Deyi Ji Yan Wang Ying Zang Ziyue Li MedIm Mamba 107 15 0 01 Jul 2024
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation Jack Highton Quok Zong Chong Samuel Finestone A. Beqiri Julia A. Schnabel K. Bhatia OOD 70 1 0 27 Jun 2024
Skip and Skip: Segmenting Medical Images with Prompts Jiawei Chen Dingkang Yang Yuxuan Lei Lihua Zhang MedIm 63 0 0 21 Jun 2024
Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation Qian Chen Lei Zhu Hangzhou He Xinliang Zhang Shuang Zeng Qiushi Ren Yanye Lu CLL 86 3 0 19 Jun 2024
Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation Nikolas Koutsoubis Yasin Yilmaz Ravi P. Ramachandran M. Schabath Ghulam Rasool 79 8 0 18 Jun 2024
Multimodal Learning With Intraoperative CBCT & Variably Aligned Preoperative CT Data To Improve Segmentation M. Tschuchnig Philipp Steininger M. Gadermayr 82 0 0 17 Jun 2024
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation Zhongzhen Huang Yankai Jiang Rongzhao Zhang Shaoting Zhang Xiaofan Zhang MedIm 117 5 0 11 Jun 2024
Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification Yuxin Hong Xiao Zhang Xin Zhang Joey Tianyi Zhou 93 3 0 09 Jun 2024
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Sana Ayromlou Teresa S. M. Tsang Purang Abolmaesumi Xiaoxiao Li CLL 61 2 0 09 Jun 2024
The ULS23 Challenge: a Baseline Model and Benchmark Dataset for 3D Universal Lesion Segmentation in Computed Tomography M.J.J. de Grauw E.Th. Scholten E. J. Smit M.J.C.M. Rutten M. Prokop B. V. Ginneken A. Hering 3DV 96 8 0 07 Jun 2024
MTS-Net: Dual-Enhanced Positional Multi-Head Self-Attention for 3D CT Diagnosis of May-Thurner Syndrome Yixin Huang Yiqi Jin Ke Tao Kaijian Xia Jianfeng Gu Lei Yu Lan Du Cunjian Chen 71 0 0 07 Jun 2024
From Tissue Plane to Organ World: A Benchmark Dataset for Multimodal Biomedical Image Registration using Deep Co-Attention Networks Yifeng Wang Weipeng Li Thomas Pearce Haohan Wang OOD 45 0 0 06 Jun 2024
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis Linshan Wu Jiaxin Zhuang Xuefeng Ni Hao Chen MedIm 98 13 0 03 Jun 2024
Quality Sentinel: Estimating Label Quality and Errors in Medical Segmentation Datasets Yixiong Chen Zongwei Zhou Alan Yuille 81 2 0 01 Jun 2024
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography Jie Liu Yixiao Zhang Kang Wang Mehmet Can Yavuz Xiaoxi Chen ... Haoliang Li Yang Yang Alan Yuille Yucheng Tang Zongwei Zhou MedIm VLM 112 20 0 28 May 2024
Competing for pixels: a self-play algorithm for weakly-supervised segmentation Shaheer U. Saeed Shiqi Huang João Ramalhinho Iani J. M. B. Gayo Nina Montaña-Brown ... Stephen P. Pereira Brian R. Davidson D. Barratt Matthew J. Clarkson Yipeng Hu 107 0 0 26 May 2024
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation Debesh Jha Nikhil Kumar Tomar Koushik Biswas Gorkem Durak M. Antalek ... Alpay Medetalibeyoglu Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci MedIm 52 2 0 10 May 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 95 10 0 02 May 2024
PAM-UNet: Shifting Attention on Region of Interest in Medical Images Abhijit Das Debesh Jha Vandan Gorade Koushik Biswas Hongyi Pan Zheyu Zhang Daniela Ladner Yury Velichko Amir Borhani Ulas Bagci 59 0 0 02 May 2024
A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta) S. Woerner Arthur Jaques Christian F. Baumgartner VLM 71 4 0 24 Apr 2024
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts Hao Li Han Liu Dewei Hu Jiacheng Wang I. Oguz VLM 81 10 0 23 Apr 2024