Nature

Machine Learning-Guided Multimodal Synchrotron Analysis Workflow for Fuel Cell Electrocatalyst Discovery

Synchrotron radiation provides exceptional sensitivity and resolution, enabling the acquisition of highly precise information critical for advancing fuel cell technology. When combined with machine ...
Nature

Multimodal out-of-distribution individual uncertainty quantification enhances binding affinity prediction for polypharmacology

Polypharmacology, a single drug that targets multiple proteins, holds promise for addressing unmet medical needs. Achieving accurate, reliable and scalable predictions of protein–ligand binding ...
ascopubs.org

Multimodal machine learning predictions of treatment response and survival in advanced pancreatic cancer from the COMPASS trial.

Pancreatic cancer mortality trends (2018-2023): Exposing racial inequities in Michigan's cancer burden. AUC for the PurIST baseline, the top 2 unimodal models, and the best fusion model for each ...