Title
Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration Honglong Yang Shanshan Song Yi Qin Lehan Wang Haonan Wang Xinpeng Ding Qixiang Zhang Bodong Du X. Li LM&MA 34 0 0 11 May 2025
The Application of Deep Learning for Lymph Node Segmentation: A Systematic Review Jingguo Qu Xinyang Han Man-Lik Chui Yao Pu Simon Takadiyi Gunda ... Jing Qin Ann Dorothy King Winnie Chiu-Wing Chu J. Cai Michael Tin-Cheung Ying 31 0 0 09 May 2025
UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation Linshan Wu Yuxiang Nie Sunan He Jiaxin Zhuang Hao Chen LM&MA MedIm 75 0 0 30 Apr 2025
RadSAM: Segmenting 3D radiological images with a 2D promptable model Julien Khlaut Elodie Ferreres Daniel Tordjman Hélène Philippe Tom Boeken Pierre Manceron Corentin Dancette MedIm VLM 52 0 0 29 Apr 2025
MediSee: Reasoning-based Pixel-level Perception in Medical Images Qinyue Tong Ziqian Lu Jun Liu Yangming Zheng Zheming Lu LRM 23 0 0 15 Apr 2025
MedM-VL: What Makes a Good Medical LVLM? Yiming Shi Shaoshuai Yang Xun Zhu Haoyu Wang Miao Li Ji Wu VLM 40 1 0 06 Apr 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 54 0 0 17 Mar 2025
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks Jiannan Wu Muyan Zhong Sen Xing Zeqiang Lai Zhaoyang Liu ... Lewei Lu Tong Lu Ping Luo Yu Qiao Jifeng Dai MLLM VLM LRM 99 48 0 03 Jan 2025
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance Hallee E. Wong Jose Javier Gonzalez Ortiz John Guttag Adrian V. Dalca 88 0 0 19 Dec 2024
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline Junlong Cheng Bin Fu Jin Ye Guoan Wang Tianbin Li ... J. Chen J. Li Yanzhou Su Min Zhu Junjun He VLM 84 4 0 19 Nov 2024
Zero-shot capability of SAM-family models for bone segmentation in CT scans Caroline Magg Hoel Kervadec Clara I. Sánchez VLM 36 1 0 13 Nov 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 44 8 0 26 Sep 2024
Towards Ground-truth-free Evaluation of Any Segmentation in Medical Images Ahjol Senbi Tianyu Huang Fei Lyu Qing Li Yuhui Tao ... Qiang Chen Chengyan Wang Shuo Wang Tao Zhou Yizhe Zhang MedIm 26 1 0 23 Sep 2024
Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts Assefa Seyoum Wahd B. Felfeliyan Yuyue Zhou Shrimanti Ghosh Adam McArthur Jiechen Zhang Jacob L. Jaremko A. Hareendranathan VLM MedIm 45 1 0 10 Sep 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie Ce Zhou Lang Gao Juncheng Wu Xianhang Li ... Sheng Liu Lei Xing James Zou Cihang Xie Yuyin Zhou LM&MA MedIm 74 24 0 06 Aug 2024
SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues Yuxin Xie Tao Zhou Yi Zhou Geng Chen VLM MedIm 21 1 0 27 Jun 2024
A Refer-and-Ground Multimodal Large Language Model for Biomedicine Xiaoshuang Huang Haifeng Huang Lingdong Shen Yehui Yang Fangxin Shang Junwei Liu Jia Liu LM&MA 52 7 0 26 Jun 2024
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain Kuan-I Chung Daniel Moyer VLM 28 0 0 24 Apr 2024
SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging Lingdong Shen Fangxin Shang Xiaoshuang Huang Yehui Yang Haifeng Huang Shiming Xiang VLM 37 3 0 25 Mar 2024
OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine Xiaosong Wang Xiaofan Zhang Guotai Wang Junjun He Zhongyu Li ... Jie Zhao Kang Li Xin Sun Lifeng Zhu Shaoting Zhang LM&MA VLM MedIm 40 7 0 28 Feb 2024
Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions Yichi Zhang Zhenrong Shen Rushi Jiao VLM MedIm 28 114 0 07 Jan 2024
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image Hallee E. Wong Marianne Rakic John Guttag Adrian V. Dalca 31 18 0 12 Dec 2023
MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation Cheng Chen Juzheng Miao Dufan Wu Zhiling Yan Sekeun Kim ... Lichao Sun Xiang Li Tianming Liu Pheng-Ann Heng Quanzheng Li MedIm 51 58 0 16 Sep 2023
Customized Segment Anything Model for Medical Image Segmentation Kaiwen Zhang Dong Liu MedIm VLM 100 287 0 26 Apr 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,777 0 24 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 298 3,700 0 11 Feb 2021
Endoscopy disease detection challenge 2020 Sharib Ali N. Ghatwary B. Braden Dominique Lamarque A. Bailey S. Realdon R. Cannizzaro J. Rittscher C. Daul J. East 24 24 0 07 Mar 2020
MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data Quande Liu Qi Dou Lequan Yu Pheng Ann Heng OOD 66 274 0 09 Feb 2020
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 294 75,834 0 18 May 2015