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2407.04651
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SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
5 July 2024
Weiyi Xie
Nathalie Willems
Shubham Patil
Yang Li
Mayank Kumar
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Papers citing
"SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images"
12 / 12 papers shown
Title
SurgiSAM2: Fine-tuning a foundational model for surgical video anatomy segmentation and detection
Devanish N. Kamtam
Joseph B. Shrager
Satya Deepya Malla
Xiaohan Wang
Nicole Lin
Juan J. Cardona
Serena Yeung-Levy
Clarence Hu
VLM
50
0
0
05 Mar 2025
Vision Foundation Models in Medical Image Analysis: Advances and Challenges
Pengchen Liang
Bin Pu
Haishan Huang
Yiwei Li
H. Wang
Weibo Ma
Qing Chang
VLM
MedIm
99
0
0
24 Feb 2025
Shadow Removal Refinement via Material-Consistent Shadow Edges
Shilin Hu
Hieu Le
ShahRukh Athar
Sagnik Das
Dimitris Samaras
21
0
0
10 Sep 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
1
0
25 Aug 2024
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets
Wolfgang Boettcher
Lukas Hoyer
Ozan Unal
J. E. Lenssen
Bernt Schiele
26
0
0
22 Aug 2024
A Federated Learning-Friendly Approach for Parameter-Efficient Fine-Tuning of SAM in 3D Segmentation
Mothilal Asokan
Difei Gao
Joya Chen
Mike Zheng Shou
FedML
MedIm
36
1
0
31 Jul 2024
Robust Box Prompt based SAM for Medical Image Segmentation
Yuhao Huang
Xin Yang
Han Zhou
Yan Cao
Haoran Dou
Fajin Dong
Dong Ni
VLM
MedIm
30
5
0
31 Jul 2024
CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM
Aditya Murali
Pietro Mascagni
Didier Mutter
N. Padoy
VLM
MedIm
45
3
0
09 Jul 2024
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model
Han Gu
Haoyu Dong
Jichen Yang
Maciej Mazurowski
MedIm
VLM
75
12
0
15 Apr 2024
FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation
Yuxi Liu
Guibo Luo
Yuesheng Zhu
FedML
MedIm
26
4
0
08 Mar 2024
Masked Autoencoders Are Scalable Vision Learners
Kaiming He
Xinlei Chen
Saining Xie
Yanghao Li
Piotr Dollár
Ross B. Girshick
ViT
TPM
258
7,412
0
11 Nov 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger
Philipp Fischer
Thomas Brox
SSeg
3DV
232
75,445
0
18 May 2015
1