CVPR 2025 Workshop MedSegFM Submissions

BiomedParse-V : Scaling Foundation Model for Universal Text-guided Volumetric Biomedical Image Segmentation
Theodore Zhao, Ho Hin Lee, Alberto Santamaria-Pang, Noel C Codella, Sid Kiblawi, Yu Gu, Yu Fang, Wenxuan Teng, Naiteek Sangani, Ivan Tarapov, Matthew P. Lungren, Matthias Blondeel, Tristan Naumann, Naoto Usuyama, Sheng Wang, Paul Vozila, Hoifung Poon, Mu Wei
- 09 Aug 2025 (modified: 15 Aug 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
Text3DSAM: Text-Guided 3D Medical Image Segmentation Using SAM-Inspired Architecture
Yu Xin, Gorkem Can Ates, Wei Shao
- 09 Jun 2025 (modified: 09 Jun 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
GAMT: A Geometry-Aware, Multi-view, Training-free Segmentation Framework for Foundation Models in Medical Imaging
Sun Jo, Ahjin Choi, Je Hyeong Hong
- 07 Jun 2025 (modified: 09 Jun 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
From Single-Round to Sequential: Building Stateful Interactive Medical Image Segmentation with SegVol and GRU Corrector
Chuanyi Huang, Jinlong Huang, Lisheng Wang
- 07 Jun 2025 (modified: 03 Nov 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
Five Models for Five Modalities: Open-Vocabulary Segmentation in Medical Imaging
Lavsen Dahal, Yubraj Bhandari, Paul Segars, Joseph Lo
- 07 Jun 2025 (modified: 15 Aug 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
Dynamic Prompt Generation for Interactive 3D Medical Image Segmentation Training
Tidiane Camaret Ndir, Alexander Pfefferle, Robin Tibor Schirrmeister
- 05 Jun 2025 (modified: 30 Oct 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
Optimizing SAT-Nano for Text-Guided 3D Medical Segmentation using Dice Semimetric Loss
Zhi Li, YAQI WANG, Shuai Wang
- 05 Jun 2025 (modified: 09 Jun 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
Medal S: Spatio-Textual Prompt Model for Medical Segmentation
Pengcheng Shi, Jiawei Chen, Jiaqi Liu, Xinglin Zhang, Tao Chen, Lei Li
- 05 Jun 2025 (modified: 04 Nov 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
Enhancing a 3D Foundation Model with Gaussian Sampling for Interactive Biomedical Image Segmentation
Jianhang Ji, Tingyi Lin, Junchen Xiong, Tao Han
- 05 Jun 2025 (modified: 03 Nov 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
ENSAM: an efficient foundation model for interactive segmentation of 3D medical images
Elias Stenhede, Agnar Martin Bjørnstad, Arian Ranjbar
- 05 Jun 2025 (modified: 31 Oct 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
iMedSTAM: Interactive Segmentation and Tracking Anything in 3D Medical Images and Videos
Tobias Friedetzki, Lorenz Haberzettl, Ricarda Buttmann, Frank Puppe, Adrian Krenzer
- 05 Jun 2025 (modified: 03 Nov 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
Exploring Foundation Model Adaptations for 3D Medical Imaging: Prompt-Based Segmentation with xLSTM network
Abdul Qayyum, Moona Mazher, Steven Niederer
- 05 Jun 2025 (modified: 09 Jun 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
MobileSeg3D: A Lightweight Framework for Multi-Modality 3D Medical Image Segmentation
Viraj Aher, Eliana Salas Villa, Laura Valentina Garcia Mosquera, Luis Fernando Torres Torres, Vinay Kumar Verma, Sebastián Andrés Cajas Ordóñez
- 05 Jun 2025 (modified: 09 Jun 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
Enhanced SAM-Med3D: A Robust Solution for 3D Medical Image Segmentation with Advanced Post-processing
Jiacheng Lin, zhengdong, Zhihui Ma, Yulin Xiao, Hongke Fu, YiRen Pan
- 03 Jun 2025 (modified: 09 Jun 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
Rethinking RoI Strategy in Interactive 3D Segmentation for Medical Images
Ziyu Zhang, Yi Yu, Yuan Xue
- 03 Jun 2025 (modified: 04 Nov 2025)
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone