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2311.11096
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On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation
18 November 2023
D. M. Nguyen
Tan Ngoc Pham
N. T. Diep
Nghi Quoc Phan
Quang-Cuong Pham
Vinh Tong
Binh T. Nguyen
Ngan Hoang Le
Nhat Ho
Pengtao Xie
Daniel Sonntag
Mathias Niepert
VLM
UQCV
OOD
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Papers citing
"On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation"
7 / 7 papers shown
Title
ASPS: Augmented Segment Anything Model for Polyp Segmentation
Huiqian Li
Dingwen Zhang
Jieru Yao
Longfei Han
Zhongyu Li
J. Han
46
10
0
30 Jun 2024
HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models
Aakash Tripathi
Asim Waqas
Yasin Yilmaz
Ghulam Rasool
36
5
0
13 May 2024
Segment Anything Model for Medical Images?
Yuhao Huang
Yitian Zhao
Lei Mou
Huazhu Fu
Ao Chang
...
Lei Li
Vicente Grau
M. Akiba
Fajin Dong
Jiang-Dong Liu
VLM
80
40
0
28 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
MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data
Quande Liu
Qi Dou
Lequan Yu
Pheng Ann Heng
OOD
71
274
0
09 Feb 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
285
9,138
0
06 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger
Philipp Fischer
Thomas Brox
SSeg
3DV
300
75,834
0
18 May 2015
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