Scientific Research Publishing

A Multimodal Machine-Learning Framework for Predicting Lithium-Associated Renal Dysfunction from Synthetic Biomarker Trajectories ()

Long-term lithium therapy remains the most effective maintenance treatment for bipolar disorder, yet it poses a significant ...
Rheumatology Advisor

Machine Learning Helps Predict MPA Exposure in Childhood-Onset Lupus Nephritis

A machine learning-driven framework accurately predicts MPA exposure and supports individualized dosing in childhood-onset LN ...
The American Journal of Managed Care

Predicting Infection Risk in CLL Using Domain Adaptation

Domain-adapted models trained on CLL plus lymphoma data outperformed CLL-only models and CLL-IPI, with best random forest Matthews correlation coefficient 0.342 versus 0.290 and 0.166. Severe ...