AI/ML 2025

Early Detection of Alzheimer's Disease via EHR-based Machine Learning

Fili M., Willette A., Moqri M.

Journal of Biomedical Informatics

EHR Alzheimer's Deep Learning +1

Details

Clinical 2025

Serum Lithium and Cognitive Decline: A Survival Analysis in Bipolar Disorder

Fili M., Sabzikar F., Haim T.

Neuropsychopharmacology

Survival Analysis Lithium Bipolar Disorder +1

Details

Research 2024

Bayesian Optimization for Clinical Trials

Machine Learning Optimization

Details

Research 2024

Alzheimer's Prediction via Deep Learning

Neuroscience Machine Learning Deep Learning

Details

Biomarkers 2024

GlycA Inflammatory Subtyping for Alzheimer's Risk Stratification

Fili M., Moqri M.

Alzheimer's & Dementia

GlycA Inflammation Subtyping +1

Details

Biomarkers 2024

MetaboAge Delta: NMR Metabolomics Signatures of Biological Aging

Fili M., Moqri M., Sheng J.

Nature Aging

Metabolomics NMR Aging +2

Details

AI/ML 2024

SHAP-based Feature Importance Aggregation Across MRI Modalities

Fili M., Willette A.

NeuroImage

SHAP MRI Explainable AI +1

Details

Research 2023

Dynamic fMRI Functional Connectivity

Neuroscience fMRI

Details

Research 2023

COVID-19 Hospital Demand Forecasting

Healthcare Analytics Forecasting

Details

Methods 2023

Dynamic Ensemble Aggregation for COVID-19 Forecasting

Fili M., Sabzikar F.

PLOS Computational Biology

Ensemble Methods COVID-19 Forecasting +1

Details