Is SAM 2 Better than SAM in Medical Image Segmentation?

8 August 2024

Papers citing "Is SAM 2 Better than SAM in Medical Image Segmentation?"

7 / 7 papers shown

Title
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 54 0 0 17 Mar 2025
SED-MVS: Segmentation-Driven and Edge-Aligned Deformation Multi-View Stereo with Depth Restoration and Occlusion Constraint Zhenlong Yuan Zhidong Yang Yujun Cai Kuangxin Wu Mufan Liu Dapeng Zhang Hao Jiang Zhaoxin Li Zhaoqi Wang 64 0 0 17 Mar 2025
Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain Hangyul Yoon Doohyuk Jang JungEun Kim Eunho Yang VLM MedIm 72 1 0 25 Nov 2024
Zero-shot capability of SAM-family models for bone segmentation in CT scans Caroline Magg Hoel Kervadec Clara I. Sánchez VLM 38 1 0 13 Nov 2024
Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey Yichi Zhang Zhenrong Shen VLM 30 12 0 23 Aug 2024
SAM 2: Segment Anything in Images and Videos Nikhila Ravi Valentin Gabeur Yuan-Ting Hu Ronghang Hu Chaitanya K. Ryali ... Nicolas Carion Chao-Yuan Wu Ross B. Girshick Piotr Dollár Christoph Feichtenhofer VLM MLLM 49 720 0 01 Aug 2024
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection P. N. Lan N. S. An D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang 133 69 0 11 Jul 2021