Interpretable Machine Learning for In-Home Mild Cognitive Impairment Detection

Budhitama Subagdja; Shanthoshigaa D; Ah-Hwee Tan; Iris Rawtaer

AAAI 2026technical0 citations

Interpretable Machine Learning for In-Home Mild Cognitive Impairment Detection

Budhitama Subagdja, Shanthoshigaa D, Ah-Hwee Tan, Iris Rawtaer

Abstract

This paper introduces a novel system for in-home cognitive health assessment using ambient sensors and a machine learning technology that can robustly detect mild cognitive impairment (MCI) despite limited available data. The learned model can explain the aspects of individuals

BibTeX

@inproceedings{aaai2026_interpretablemac,
  title = {Interpretable Machine Learning for In-Home Mild Cognitive Impairment Detection},
  author = {Budhitama Subagdja and Shanthoshigaa D and Ah-Hwee Tan and Iris Rawtaer},
  booktitle = {AAAI 2026},
  year = {2026}
}