3 citations · 4 across the 3 of their papers we have counts for
4 papers
Acoustic Biomarkers for Alzheimer's Disease Detection from Spontaneous Speech
Anh L Tran, Arjee Javellana Restar, Bereket Kindo
Alzheimer's disease (AD) remains a major public health challenge, and early identification is crucial for timely intervention and care planning. Recent work has shown that speech-b…
Early Prediction of Alzheimer's and Related Dementias: A Machine Learning Approach Utilizing Social Determinants of Health Data
Bereket Kindo, Arjee Restar, Anh Tran
Alzheimer's disease and related dementias (AD/ADRD) represent a growing healthcare crisis affecting over 6 million Americans. While genetic factors play a crucial role, emerging re…
Bayesian quantile additive regression trees
Bereket P. Kindo, Hao Wang, Timothy Hanson +1
Ensemble of regression trees have become popular statistical tools for the estimation of conditional mean given a set of predictors. However, quantile regression trees and their en…
MPBART - Multinomial Probit Bayesian Additive Regression Trees
Bereket P. Kindo, Hao Wang, Edsel A. Peña
This article proposes Multinomial Probit Bayesian Additive Regression Trees (MPBART) as a multinomial probit extension of BART - Bayesian Additive Regression Trees (Chipman et al (…