Self-Supervised Learning Advances Medical Image Classification

Linking pages

Applying Differential Privacy to Large Scale Image Classification – Google AI Blog https://ai.googleblog.com/2022/02/applying-differential-privacy-to-large.html 0 comments
Does Your Medical Image Classifier Know What It Doesn’t Know? – Google AI Blog https://ai.googleblog.com/2022/01/does-your-medical-image-classifier-know.html 0 comments
Robust and efficient medical imaging with self-supervision – Google AI Blog https://ai.googleblog.com/2023/04/robust-and-efficient-medical-imaging.html 0 comments

Linked pages

Using Deep Learning to Inform Differential Diagnoses of Skin Diseases – Google AI Blog https://ai.googleblog.com/2019/09/using-deep-learning-to-inform.html 33 comments
Do Wide and Deep Networks Learn the Same Things? – Google AI Blog https://ai.googleblog.com/2021/05/do-wide-and-deep-networks-learn-same.html 22 comments
[2002.05709] A Simple Framework for Contrastive Learning of Visual Representations https://arxiv.org/abs/2002.05709 18 comments
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison https://stanfordmlgroup.github.io/competitions/chexpert/ 1 comment
[1902.07208] Transfusion: Understanding Transfer Learning for Medical Imaging https://arxiv.org/abs/1902.07208 0 comments
Detecting Abnormal Chest X-rays using Deep Learning – Google AI Blog https://ai.googleblog.com/2021/09/detecting-abnormal-chest-x-rays-using.html 0 comments
Extending Contrastive Learning to the Supervised Setting – Google AI Blog https://ai.googleblog.com/2021/06/extending-contrastive-learning-to.html 0 comments
Generating Diverse Synthetic Medical Image Data for Training Machine Learning Models – Google AI Blog http://ai.googleblog.com/2020/02/generating-diverse-synthetic-medical.html 0 comments
Advancing Self-Supervised and Semi-Supervised Learning with SimCLR – Google AI Blog https://ai.googleblog.com/2020/04/advancing-self-supervised-and-semi.html 0 comments
Applying Deep Learning to Metastatic Breast Cancer Detection – Google AI Blog https://ai.googleblog.com/2018/10/applying-deep-learning-to-metastatic.html 0 comments
[2006.10029] Big Self-Supervised Models are Strong Semi-Supervised Learners https://arxiv.org/abs/2006.10029 0 comments
Receiver operating characteristic - Wikipedia https://en.wikipedia.org/wiki/Receiver_operating_characteristic 0 comments
Supervised learning - Wikipedia http://en.wikipedia.org/wiki/Supervised_learning 0 comments