Multimodal Molecular Representation Learning for Small Molecule Drug Discovery - Pretraining and Early Fusion ArchitecturesPartha SuryanarayananShreyans Sethiet al.2024ACS Fall 2024
Towards accelerating small molecule drug discovery with pre-trained, late fusion multi-view modelsJoseph MorroneDiwakar Mahajanet al.2024ACS Fall 2024
Topology-driven pre-training for robust molecular property prediction modelsAldo Guzmán-SáenzSanjoy Deyet al.2023ACS Fall 2023
Interpretable latent representations for molecular property prediction modelsSanjoy DeyPartha Suryanarayananet al.2023ACS Fall 2023
AI-assisted tracking of worldwide non-pharmaceutical interventions for COVID-19Partha SuryanarayananChing-Huei Tsouet al.2021Nature
Timely and Efficient AI Insights on EHR: System DesignPartha SuryanarayananEdward A. Epsteinet al.2020AMIA Annual Symposium 2020
DPM360: New Additions to Advanced Disease Progression ModelingAkira KosekiItalo Bulejeet al.2022OHDSI Collaborator Showcase 2022
SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug DiscoveryBc KwonSimona Rabinovici-Cohenet al.2024IJCAI 2024