Machine Learning

Decoding Alzheimer's: Using Algorithms To Predict Cognitive Decline
An invited podcast discussing algorithmic approaches to predicting cognitive decline.
Jan 1, 2026 Podcast
Decoding Alzheimer's: Using Algorithms To Predict Cognitive Decline
Machine Learning Solutions for Healthcare Problem
Invited lecture on Machine Learning in Healthcare at Iowa State University.
Jan 1, 2026 Iowa State University
Machine Learning Solutions for Healthcare Problem
Decoding cognitive aging: how white matter tracts and demographics distinguish potential Super-Agers
A Tempered Fractional Stable Noise Perturbed Gradient Descent Optimization Algorithm
Conference presentation at INFORMS 2024 on a novel gradient descent optimization algorithm.
Oct 1, 2024
A Tempered Fractional Stable Noise Perturbed Gradient Descent Optimization Algorithm
Identification of Cognitive Decliners using resting-state functional MRI
Conference presentation at INFORMS 2024 on predicting cognitive decline using rsfMRI.
Oct 1, 2024
Identification of Cognitive Decliners using resting-state functional MRI
A machine learning approach for potential Super-Agers identification using neuronal functional connectivity networks
Cognitive Classification using MRI and Blood Biomarkers
Conference presentation at IISE 2024 on classifying cognitive groups using multimodal data.
May 1, 2024
Cognitive Classification using MRI and Blood Biomarkers
Cognitive classification using MRI and blood biomarkers
Cognitive classification using MRI and blood biomarkers
Bayesian Optimization for Clinical Trials
Applying Bayesian optimization strategies to rapidly and safely identify optimal dosing regimens in early-phase clinical trials.
Bayesian Optimization for Clinical Trials
Alzheimer's Prediction via Deep Learning
A comprehensive framework using deep learning to analyze multibehavioral and multimodal data for early Alzheimer’s disease prediction.
Alzheimer's Prediction via Deep Learning