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chest-x-ray14

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SLAMPAI / large-scale-pretraining-transfer

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Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)

deep-learning pytorch medical-imaging imagenet chest-xray-images transfer-learning large-scale-learning supercomputing distributed-training fine-tuning few-shot-learning pre-training pre-trained-model mimic-cxr chest-x-ray14 padchest-dataset covidx-dataset big-transfer chexpert-dataset scaling-laws
  • Updated May 29, 2022
  • Jupyter Notebook

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