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06/26/2020
CheXpert++: Approximating the CheXpert labeler for Speed,Differentiability, and Probabilistic Output
It is often infeasible or impossible to obtain ground truth labels for m...
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03/18/2020
Federated Visual Classification with Real-World Data Distribution
Federated Learning enables visual models to be trained on-device, bringi...
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09/13/2019
Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification
Federated Learning enables visual models to be trained in a privacy-pres...
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04/04/2019
Clinically Accurate Chest X-Ray Report Generation
The automatic generation of radiology reports given medical radiographs ...
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11/21/2018
Unsupervised Multimodal Representation Learning across Medical Images and Reports
Joint embeddings between medical imaging modalities and associated radio...
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08/28/2018