SegVol: Universal and Interactive Volumetric Medical Image Segmentation

22 November 2023

Tiejun Huang

Papers citing "SegVol: Universal and Interactive Volumetric Medical Image Segmentation"

28 / 28 papers shown

Title
UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation Linshan Wu Yuxiang Nie Sunan He Jiaxin Zhuang Hao Chen LM&MA MedIm 68 0 0 30 Apr 2025
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study Soumitri Chattopadhyay Basar Demir Marc Niethammer VLM 58 0 0 28 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 ... L. Chen X. Li Quanzheng Li Ning Guo Dinggang Shen 51 0 0 18 Mar 2025
nnInteractive: Redefining 3D Promptable Segmentation Fabian Isensee Maximilian R. Rokuss Lars Krämer Stefan Dinkelacker Ashis Ravindran ... Moritz Langenberg Constantin Ulrich Jonathan Deissler R. Floca Klaus H. Maier-Hein 56 2 0 11 Mar 2025
Developing a PET/CT Foundation Model for Cross-Modal Anatomical and Functional Imaging Y. Oh Robert Seifert Yihan Cao Christoph Clement Justin Ferdinandus ... X. Li P. Heidari Axel Rominger Kuangyu Shi Quanzheng Li ViT MedIm 31 0 0 04 Mar 2025
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging Maximilian R. Rokuss Yannick Kirchhoff Seval Akbal Balint Kovacs Saikat Roy Constantin Ulrich Tassilo Wald Lukas T. Rotkopf H. Schlemmer Klaus H. Maier-Hein 3DV MedIm 37 1 0 28 Feb 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 95 17 0 17 Jan 2025
Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions Kai Sun Siyan Xue F. Sun Haoran Sun Yu-Juan Luo ... Xinzhou Wang Lei Yang Shuo Jin Jun Yan Jiahong Dong AI4CE 69 2 0 03 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 71 4 0 19 Nov 2024
Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model Yiming Shi Xun Zhu Ying Hu Chenyi Guo Miao Li Ji Wu 71 1 0 19 Nov 2024
KA $^2$ ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation Shangde Gao Yichao Fu Ke Liu Hongxia Xu Jian Wu MedIm 25 1 0 28 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 34 0 0 10 Oct 2024
Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension Zaiquan Yang Yuhao Liu Jiaying Lin Gerhard Hancke Rynson W. H. Lau 26 1 0 02 Oct 2024
PropSAM: A Propagation-Based Model for Segmenting Any 3D Objects in Multi-Modal Medical Images Zifan Chen Xinyu Nan Jiazheng Li Jie Zhao Haifeng Li ... Heyun Chen Yiting Liu Bin Dong Li Lyna Zhang L. Tang MedIm 40 0 0 25 Aug 2024
Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey Qika Lin Yifan Zhu Xin Mei Ling Huang Jingying Ma Kai He Zhen Peng Erik Cambria Mengling Feng 32 16 0 23 Aug 2024
MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video Xiaoqing Guo Qianhui Men J. A. Noble 30 0 0 07 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 40 27 0 06 Aug 2024
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation Guoan Wang Jin Ye Junlong Cheng Tianbin Li Zhaolin Chen Jianfei Cai Junjun He Bohan Zhuang MedIm 47 6 0 06 Jul 2024
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models Ruinan Jin Zikang Xu Yuan Zhong Qiongsong Yao Qi Dou S. Kevin Zhou Xiaoxiao Li VLM 19 9 0 01 Jul 2024
Embedded Visual Prompt Tuning Wenqiang Zu Shenghao Xie Qing Zhao Guoqi Li Lei Ma VLM MedIm 44 9 0 01 Jul 2024
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation Zhongzhen Huang Yankai Jiang Rongzhao Zhang Shaoting Zhang Xiaofan Zhang MedIm 62 4 0 11 Jun 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 19 2 0 20 Apr 2024
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans Heng Guo Jianfeng Zhang Jiaxing Huang Tony C. W. Mok Dazhou Guo Ke Yan Le Lu Dakai Jin Minfeng Xu MedIm 19 5 0 22 Mar 2024
Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions Yichi Zhang Zhenrong Shen Rushi Jiao VLM MedIm 26 109 0 07 Jan 2024
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts Ziheng Zhao Yao Zhang Chaoyi Wu Xiaoman Zhang Ya-Qin Zhang Yanfeng Wang Weidi Xie VLM MedIm 30 36 0 28 Dec 2023
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation Ho Hin Lee Shunxing Bao Yuankai Huo Bennett A. Landman OOD MedIm 42 122 0 29 Sep 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Deep learning for cardiac image segmentation: A review C. L. P. Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 53 664 0 09 Nov 2019