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08/02/2019
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks
When training clinical prediction models from electronic health records ...
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04/06/2019
Publicly Available Clinical BERT Embeddings
Contextual word embedding models such as ELMo (Peters et al., 2018) and ...
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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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08/11/2018
Racial Disparities and Mistrust in End-of-Life Care
There are established racial disparities in healthcare, including during...
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06/30/2018
Modeling Mistrust in End-of-Life Care
In this work, we characterize the doctor-patient relationship using a ma...
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03/07/2018
Towards the Creation of a Large Corpus of Synthetically-Identified Clinical Notes
Clinical notes often describe the most important aspects of a patient's ...
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03/06/2018
CliNER 2.0: Accessible and Accurate Clinical Concept Extraction
Clinical notes often describe important aspects of a patient's stay and ...
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12/05/2017