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cs.LG2026
Births are difficult to predict even with rich survey and full-population register data
Elizaveta Sivak, Emily M. Cantrell, Thomas Emery +109
Major life events have proven difficult to predict. Does this reflect limits of theory, data, and algorithms, or the large role of chance? We examine one outcome - having a child w…
cs.LG2026
How Should Transformers Encode Numeric Values in Electronic Health Records?
Maria Elkjær Montgomery, Christian Igel, Mikkel Odgaard +2
How do we encode numeric values in transformer-based sequence processing, particularly in electronic health record (EHR) data? We systematically compare discrete, continuous, and h…
cs.LG2024
CORE-BEHRT: A Carefully Optimized and Rigorously Evaluated BEHRT
Mikkel Odgaard, Kiril Vadimovic Klein, Sanne Møller Thysen +3
The widespread adoption of Electronic Health Records (EHR) has significantly increased the amount of available healthcare data. This has allowed models inspired by Natural Language…