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07/18/2021
An Experimental Study of Data Heterogeneity in Federated Learning Methods for Medical Imaging
Federated learning enables multiple institutions to collaboratively trai...
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06/24/2021
Handling Data Heterogeneity with Generative Replay in Collaborative Learning for Medical Imaging
Collaborative learning, which enables collaborative and decentralized tr...
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02/21/2021
MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation
Self-supervised contrastive learning between pairs of multiple views of ...
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06/30/2019
Prediction of Small Molecule Kinase Inhibitors for Chemotherapy Using Deep Learning
The current state of cancer therapeutics has been moving away from one-s...
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06/30/2019
Collaboration of AI Agents via Cooperative Multi-Agent Deep Reinforcement Learning
There are many AI tasks involving multiple interacting agents where agen...
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09/10/2017
