Big Self-Supervised Models Advance Medical Image Classification-Reference-Cited by-同舟云学术

Big Self-Supervised Models Advance Medical Image Classification

Published:2021-10 Issue: Volume: Page:
ISSN:
Container-title:2021 IEEE/CVF International Conference on Computer Vision (ICCV)
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Author:

Azizi Shekoofeh¹,Mustafa Basil¹,Ryan Fiona¹,Beaver Zachary¹,Freyberg Jan¹,Deaton Jonathan¹,Loh Aaron¹,Karthikesalingam Alan¹,Kornblith Simon¹,Chen Ting¹,Natarajan Vivek¹,Norouzi Mohammad¹

Affiliation:

1. Google Research and Health

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9709627/9709628/09710396.pdf?arnumber=9710396

Reference53 articles.

1. Moco pretraining improves representation and transferability of chest X-ray models;sowrirajan,2020

2. Time-Contrastive Networks: Self-Supervised Learning from Video

3. Self-supervised learning of pretext-invariant representations;misra;Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition,2020

4. Knowledge transfer for melanoma screening with deep learning

5. International evaluation of an AI system for breast cancer screening

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