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07/05/2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
While the general machine learning (ML) community has benefited from pub...
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03/22/2023
The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs
The successes of foundation models such as ChatGPT and AlphaFold have sp...
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01/09/2023
Self-Supervised Time-to-Event Modeling with Structured Medical Records
Time-to-event models (also known as survival models) are used in medicin...
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10/21/2019
Multi-Resolution Weak Supervision for Sequential Data
Since manually labeling training data is slow and expensive, recent indu...
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11/28/2017
Snorkel: Rapid Training Data Creation with Weak Supervision
Labeling training data is increasingly the largest bottleneck in deployi...
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05/13/2017
ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information
In healthcare applications, temporal variables that encode movement, hea...
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04/20/2017
