36 citations · 39 across the 6 of their papers we have counts for
3 papers · 1 filter
Molecular Fingerprints for Robust and Efficient ML-Driven Molecular Generation
Ruslan N. Tazhigulov, Joshua Schiller, Jacob Oppenheim +1
We propose a novel molecular fingerprint-based variational autoencoder applied for molecular generation on real-world drug molecules. We define more suitable and pharma-relevant ba…
Phenotype Detection in Real World Data via Online MixEHR Algorithm
Ying Xu, Romane Gauriau, Anna Decker +1
Understanding patterns of diagnoses, medications, procedures, and laboratory tests from electronic health records (EHRs) and health insurer claims is important for understanding di…
Semantic Decomposition Improves Learning of Large Language Models on EHR Data
David A. Bloore, Romane Gauriau, Anna L. Decker +1
Electronic health records (EHR) are widely believed to hold a profusion of actionable insights, encrypted in an irregular, semi-structured format, amidst a loud noise background. T…