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. 2022 Dec 1;8(12):320. doi: 10.3390/jimaging8120320
SSL Self-supervised learning
SimCLR Simple framework for Contrastive Learning of visual representations
(see Section 2)
PIRL Pretext-Invariant Representation learning (see Section 2)
MOCO Momentum Contrast (see Section 2)
BYOL Bootstrap Your Own Latent (see Section 2)
SwAV Swapping Assignments Between Views (see Section 2)
CXR Chest X-rays
BHM Breast Histology Microscopy slides
MIMIC-CheXpert Self-supervised model pre-trained on chest X-rays dataset
(see Section 4.1)
MoCo-CXR Self-supervised model pre-trained on chest X-rays dataset
(see Section 4.1)
iChalleng-PM Pathological Myopia (PM) retinal fundus images dataset (see Section 4.2)
iChallenge-AMD Age-related Macular degeneration (AMD) retinal images dataset
(see Section 4.2)
EyePACS Retinal images dataset for diabetic retinopathy detection (see Section 4.2)
BACH Breast Cancer Histology images dataset (see Section 4.2)