Title
Unleashing Diffusion and State Space Models for Medical Image Segmentation Rong Wu Ziqi Chen Liming Zhong Heng Li Hai Shu MedIm 28 0 0 15 Jun 2025
Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning Yijun Yang Zhao-Yang Wang Qiuping Liu Shuwen Sun Kang Wang ... Zongwei Zhou Alan Yuille Lei Zhu Yu Zhang Jieneng Chen 26 0 0 02 Jun 2025
DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? Tianhong Zhou Yin Xu Yingtao Zhu Chuxi Xiao Haiyang Bian Lei Wei Xuegong Zhang LM&MA VLM 30 0 0 30 May 2025
Is Hyperbolic Space All You Need for Medical Anomaly Detection? Alvaro Gonzalez-Jimenez Simone Lionetti Ludovic Amruthalingam Philippe Gottfrois Fabian Gröger Marc Pouly Alexander A. Navarini 36 0 0 27 May 2025
Are Vision Language Models Ready for Clinical Diagnosis? A 3D Medical Benchmark for Tumor-centric Visual Question Answering Y. Chen Wenjie Xiao P. R. Bassi Xinze Zhou Sezgin Er Ibrahim Ethem Hamamci Zongwei Zhou Alan Yuille ELM 62 0 0 25 May 2025
Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image Segmentation Tyler Ward Aaron Moseley Abdullah-Al-Zubaer Imran SSL 232 0 0 25 May 2025
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image Segmentation Jiong Wu Yang Xing Boxiao Yu Wei Shao Kuang Gong MedIm 186 0 0 25 May 2025
SPARS: Self-Play Adversarial Reinforcement Learning for Segmentation of Liver Tumours Catalina Tan Yipeng Hu Shaheer U. Saeed 97 0 0 25 May 2025
TAGS: 3D Tumor-Adaptive Guidance for SAM Sirui Li Linkai Peng Zheyuan Zhang Gorkem Durak Ulas Bagci MedIm VLM 206 0 0 21 May 2025
PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models Seongun Kim Sol A Kim Geonhyeong Kim Enver Menadjiev Chanwoo Lee Seongwook Chung Nari Kim Jaesik Choi 146 0 0 15 May 2025
Template-Guided Reconstruction of Pulmonary Segments with Neural Implicit Functions Kangxian Xie Yufei Zhu Kaiming Kuang Li Zhang Haoyang Li Mingchen Gao Jiancheng Yang 95 0 0 13 May 2025
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent Pascal Spiegler Arash Harirpoush Yiming Xiao 120 0 0 12 May 2025
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation Yi Lin Dong Zhang X. B. Fang Yufan Chen K.-T. Cheng Hao Chen 55 0 0 06 May 2025
Uncertainty Quantification for Machine Learning in Healthcare: A Survey L. J. L. Lopez Shaza Elsharief Dhiyaa Al Jorf Firas Darwish Congbo Ma Farah E. Shamout 540 0 0 04 May 2025
Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation Md. Sanaullah Chowdhury Salauddin Tapu Noyon Kumar Sarkar Ferdous Bin Ali Lameya Sabrin 3DV 66 0 0 20 Apr 2025
Efficient Parameter Adaptation for Multi-Modal Medical Image Segmentation and Prognosis Numan Saeed Shahad Hardan Muhammad Ridzuan Nada Saadi Karthik Nandakumar Mohammad Yaqub MedIm 431 0 0 18 Apr 2025
Local Data Quantity-Aware Weighted Averaging for Federated Learning with Dishonest Clients Leming Wu Yaochu Jin K. Hao Han Yu FedML 149 0 0 17 Apr 2025
TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation Kangbo Ma MedIm 65 0 0 16 Apr 2025
Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation Jia Wei Xiaoqi Zhao Jonghye Woo Georges El Fakhri Xiaofeng Liu Qingyu Chen Xiaofeng Liu 70 0 0 13 Apr 2025
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs Jiawei Mao Yucheng Wang Yucheng Tang Daguang Xu Kang Wang Yang Yang Zongwei Zhou Yuyin Zhou MedIm 63 1 0 09 Apr 2025
3D Universal Lesion Detection and Tagging in CT with Self-Training Jared Frazier T. Mathai Jianfei Liu Angshuman Paul Ronald M. Summers 78 2 0 07 Apr 2025
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study Soumitri Chattopadhyay Basar Demir Marc Niethammer VLM 141 0 0 28 Mar 2025
Show and Segment: Universal Medical Image Segmentation via In-Context Learning Yunhe Gao Di Liu Zhuowei Li You Li DongDong Chen Mu Zhou Dimitris N. Metaxas VLM 88 0 0 25 Mar 2025
The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs Jonathan Sauder Viktor Domazetoski G. Banc-Prandi Gabriela Perna Anders Meibom D. Tuia 101 0 0 25 Mar 2025
Federated Continual 3D Segmentation With Single-round Communication Can Peng Qianhui Men Pramit Saha Qianye Yang Cheng Ouyang J. A. Noble FedML 83 0 0 19 Mar 2025
MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts Runqi Meng S. Song Pengfei Jin Y. Oh L. Teng ... Lawrence Yunliang Chen Xuzhao Li Quanzheng Li Ning Guo Dinggang Shen 98 0 0 18 Mar 2025
MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset Zhaodong Wu Qiaochu Zhao Ming Hu Yulong Li Haochen Xue ... Junjun He Yu Qiao Zhong Zheng Feilong Tang Jionglong Su 107 1 0 17 Mar 2025
Interactive Tumor Progression Modeling via Sketch-Based Image Editing Gexin Huang Ruinan Jin Yucheng Tang Can Zhao Tatsuya Harada Xiaoxiao Li Gu Lin MedIm 88 2 0 10 Mar 2025
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation Tassilo Wald Saikat Roy Fabian Isensee Constantin Ulrich Sebastian Ziegler D. Trofimova Raphael Stock Michael Baumgartner Gregor Köhler Klaus H. Maier-Hein ViT MedIm 79 1 0 03 Mar 2025
SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models Yichi Zhang Bohao Lv Le Xue Wenbo Zhang Yuchen Liu Yu Fu Yuan Cheng Yuan Qi VLM MedIm 89 0 0 28 Feb 2025
A Reverse Mamba Attention Network for Pathological Liver Segmentation Jun Zeng Debesh Jha Ertugrul Aktas Elif Keles Alpay Medetalibeyoglu ... Robert Lewandowski Daniela Ladner Amir Borhani Gorkem Durak Ulas Bagci Mamba 98 1 0 23 Feb 2025
Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries F. Jonske M. Kim Enrico Nasca J. Evers Johannes Haubold ... F. Nensa Michael Kamp C. Seibold Jan Egger Jens Kleesiek 187 1 0 17 Feb 2025
Cross-D Conv: Cross-Dimensional Transferable Knowledge Base via Fourier Shifting Operation Mehmet Can Yavuz Yang Yang MedIm 123 0 0 28 Jan 2025
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan Yuille Zongwei Zhou MedIm 148 10 0 20 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 282 27 0 17 Jan 2025
RadGPT: Constructing 3D Image-Text Tumor Datasets P. R. Bassi Mehmet Can Yavuz Kang Wang Xiaoxi Chen Wenxuan Li S. Decherchi Andrea Cavalli Yang Yang Alan Yuille Zongwei Zhou LM&MA MedIm 127 2 0 08 Jan 2025
KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration Chengyuan Li Suyang Zhou Jieping Kong Lei Qi Hui Xue VLM 114 3 0 08 Jan 2025
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation Bhavesh Gyanchandani Aditya Oza Abhinav Roy 126 1 0 27 Dec 2024
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance Hallee E. Wong Jose Javier Gonzalez Ortiz John Guttag Adrian V. Dalca 136 0 0 19 Dec 2024
Enhancing the automatic segmentation and analysis of 3D liver vasculature models Yassine Machta Omar S. Ali Kevin Hakkakian Ana Vlascenau Amaury Facque Nicolas Golse I. Vignon-Clementel 177 0 0 24 Nov 2024
TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation Ranmin Wang Limin Zhuang Hongkun Chen Boyan Xu Ruichu Cai 58 0 0 18 Nov 2024
A Novel Automatic Real-time Motion Tracking Method in MRI-guided Radiotherapy Using Enhanced Tracking-Learning-Detection Framework with Automatic Segmentation Shengqi Chen Zilin Wang Jianrong Dai Shirui Qin Ying Cao Ruiao Zhao Jintai Chen Guohua Wu Yuan Tang 88 1 0 12 Nov 2024
TexLiverNet: Leveraging Medical Knowledge and Spatial-Frequency Perception for Enhanced Liver Tumor Segmentation Xiaoyan Jiang Zhi Zhou HaiLing Wang Guozhong Wang ZhiJun Fang MedIm 80 0 0 07 Nov 2024
Label Critic: Design Data Before Models P. R. Bassi Qilong Wu Wenxuan Li S. Decherchi Andrea Cavalli Alan Yuille Zongwei Zhou 86 0 0 05 Nov 2024
Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs Yuto Shibata Yasunori Kudo Yohei Sugawara 82 0 0 26 Oct 2024
ONCOPILOT: A Promptable CT Foundation Model For Solid Tumor Evaluation Léo Machado Hélène Philippe Elodie Ferreres Julien Khlaut Julie Dupuis ... Corentin Dancette Daniel Tordjman Pierre Manceron Paul Hérent Paul Hérent 77 0 0 10 Oct 2024
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning Yang Bai Yang Zhou Jun Zhou Rick Siow Mong Goh Daniel Ting Yong Liu VLM 77 1 0 09 Oct 2024
MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model Yiwen Ye Ziyang Chen Jianpeng Zhang Yutong Xie Yong Xia MedIm 58 3 0 08 Oct 2024
Federated brain tumor segmentation: an extensive benchmark Matthis Manthe Stefan Duffner Carole Lartizien OOD FedML 92 5 0 07 Oct 2024
DB-SAM: Delving into High Quality Universal Medical Image Segmentation Chao Qin Jiale Cao Huazhu Fu Fahad Shahbaz Khan Rao Muhammad Anwer MedIm 67 6 0 05 Oct 2024