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2204.07344
Cited By
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging
International Conference on Medical Imaging with Deep Learning (MIDL), 2022
15 April 2022
M. Taher
F. Haghighi
Michael B. Gotway
Jianming Liang
OOD
SSL
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Papers citing
"CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging"
16 / 16 papers shown
CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Azad Singh
Deepak Mishra
SSL
232
4
0
08 Aug 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision
M. Taher
Michael B. Gotway
Jianming Liang
MedIm
282
13
0
24 Apr 2024
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training
Jian Wang
Xin Yang
X. Jia
Wufeng Xue
Rusi Chen
...
Lian Liu
Yan Cao
Jianqiao Zhou
Dong Ni
Ning Gu
198
12
0
18 Feb 2024
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Yiwen Ye
Yutong Xie
Jianpeng Zhang
Ziyang Chen
Qi Wu
Yong-quan Xia
CLL
247
41
0
29 Nov 2023
FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
Amirhossein Kazerouni
Sanaz Karimijafarbigloo
Reza Azad
Yury Velichko
Ulas Bagci
Dorit Merhof
249
2
0
22 Nov 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation
Neural Information Processing Systems (NeurIPS), 2023
Zhangsihao Yang
Mengwei Ren
Kaize Ding
Guido Gerig
Yalin Wang
SSL
243
8
0
02 Oct 2023
Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision
M. Taher
Michael B. Gotway
Jianming Liang
MedIm
245
17
0
27 Sep 2023
Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging Analysis
Muhammad Osama Khan
Yi Fang
243
4
0
20 Jul 2023
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images
Machine Intelligence Research (MIR), 2023
Wei-Chien Wang
Euijoon Ahn
Da-wei Feng
Jinman Kim
MedIm
595
38
0
10 Feb 2023
Self-supervised Learning for Segmentation and Quantification of Dopamine Neurons in Parkinson's Disease
F. Haghighi
Soumitra Ghosh
Hai Ngu
Sarah Chu
Han Lin
Mohsen Hejrati
Baris Bingol
Somaye Hashemifar
188
2
0
11 Jan 2023
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images
Neural Networks (NN), 2022
Wei Chen
Chen Li
Dan Chen
Xin Luo
MedIm
SSL
185
16
0
27 Nov 2022
Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Junfei Xiao
Yutong Bai
Alan Yuille
Zongwei Zhou
MedIm
ViT
231
90
0
23 Oct 2022
Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks
Chuyan Zhang
Yun Gu
304
0
0
25 Sep 2022
Joint Debiased Representation and Image Clustering Learning with Self-Supervision
Shun Zheng
JaeEun Nam
Emilio Dorigatti
B. Bischl
Shekoofeh Azizi
Mina Rezaei
SSL
135
0
0
14 Sep 2022
Robust and Efficient Medical Imaging with Self-Supervision
Shekoofeh Azizi
Laura J. Culp
Jan Freyberg
Basil Mustafa
Sebastien Baur
...
Geoffrey E. Hinton
N. Houlsby
Alan Karthikesalingam
Mohammad Norouzi
Vivek Natarajan
OOD
231
69
0
19 May 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis
Computer Vision and Pattern Recognition (CVPR), 2022
F. Haghighi
M. Taher
Michael B. Gotway
Jianming Liang
MedIm
276
81
0
21 Apr 2022
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