Jason Fries — accepted AI-conference papers

2023

Efficient Diagnosis Assignment Using Unstructured Clinical Notes

Louis Blankemeier, Jason Fries, Robert Tinn, Joseph Preston, Nigam Shah, Akshay Chaudhari

ACL 2023short

Electronic phenotyping entails using electronic health records (EHRs) to identify patients with specific health outcomes and determine when those outcomes occurred. Unstructured clinical notes, which contain a vast amount of information, are a valuable resource for electronic phenotyping. However, t…

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2019

Multi-Resolution Weak Supervision for Sequential Data

Paroma Varma, Frederic Sala, Shiori Sagawa, Jason Fries, Daniel Fu, Saelig Khattar +5

NeurIPS 2019poster

Since manually labeling training data is slow and expensive, recent industrial and scientific research efforts have turned to weaker or noisier forms of supervision sources. However, existing weak supervision approaches fail to model multi-resolution sources for sequential data, like video, that can…

Cited by 42 Source ↗PDF ↗Scholar ↗