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03/01/2023
Domain-adapted large language models for classifying nuclear medicine reports
With the growing use of transformer-based language models in medicine, i...
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02/24/2023
T-Phenotype: Discovering Phenotypes of Predictive Temporal Patterns in Disease Progression
Clustering time-series data in healthcare is crucial for clinical phenot...
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10/26/2021
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data
We study the problem of inferring heterogeneous treatment effects from t...
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02/05/2021
A Variational Information Bottleneck Approach to Multi-Omics Data Integration
Integration of data from multiple omics techniques is becoming increasin...
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06/15/2020
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression
Due to the wider availability of modern electronic health records, patie...
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11/21/2018
