Precision medicine, AI, and the future of personalized health care

KB Johnson, WQ Wei, D Weeraratne… - Clinical and …, 2021 - Wiley Online Library
The convergence of artificial intelligence (AI) and precision medicine promises to
revolutionize health care. Precision medicine methods identify phenotypes of patients with …

Current advances in digital cognitive assessment for preclinical Alzheimer's disease

F Öhman, J Hassenstab, D Berron… - Alzheimer's & …, 2021 - Wiley Online Library
There is a pressing need to capture and track subtle cognitive change at the preclinical
stage of Alzheimer's disease (AD) rapidly, cost‐effectively, and with high sensitivity …

A systematic literature review of automatic Alzheimer's disease detection from speech and language

U Petti, S Baker, A Korhonen - Journal of the American Medical …, 2020 - academic.oup.com
Objective In recent years numerous studies have achieved promising results in Alzheimer's
Disease (AD) detection using automatic language processing. We systematically review …

Artificial intelligence, speech, and language processing approaches to monitoring Alzheimer's disease: a systematic review

S De la Fuente Garcia, CW Ritchie… - Journal of Alzheimer's …, 2020 - content.iospress.com
Background: Language is a valuable source of clinical information in Alzheimer's disease,
as it declines concurrently with neurodegeneration. Consequently, speech and language …

[HTML][HTML] Current state of digital biomarker technologies for real-life, home-based monitoring of cognitive function for mild cognitive impairment to mild Alzheimer …

A Piau, K Wild, N Mattek, J Kaye - Journal of medical Internet research, 2019 - jmir.org
Background Among areas that have challenged the progress of dementia care has been the
assessment of change in symptoms over time. Digital biomarkers are defined as objective …

[HTML][HTML] Applied machine learning techniques to diagnose voice-affecting conditions and disorders: Systematic literature review

A Idrisoglu, AL Dallora, P Anderberg… - Journal of Medical Internet …, 2023 - jmir.org
Background Normal voice production depends on the synchronized cooperation of multiple
physiological systems, which makes the voice sensitive to changes. Any systematic …

Ten years of research on automatic voice and speech analysis of people with Alzheimer's disease and mild cognitive impairment: a systematic review article

I Martínez-Nicolás, TE Llorente… - Frontiers in …, 2021 - frontiersin.org
Background: The field of voice and speech analysis has become increasingly popular over
the last 10 years, and articles on its use in detecting neurodegenerative diseases have …

A speech recognition-based solution for the automatic detection of mild cognitive impairment from spontaneous speech

L Tóth, I Hoffmann, G Gosztolya… - Current Alzheimer …, 2018 - ingentaconnect.com
Background: Even today the reliable diagnosis of the prodromal stages of Alzheimer's
disease (AD) remains a great challenge. Our research focuses on the earliest detectable …

[HTML][HTML] Evaluation of speech-based digital biomarkers: review and recommendations

J Robin, JE Harrison, LD Kaufman, F Rudzicz… - Digital …, 2020 - karger.com
Speech represents a promising novel biomarker by providing a window into brain health, as
shown by its disruption in various neurological and psychiatric diseases. As with many novel …

Mobile technology for cognitive assessment of older adults: a scoping review

BM Koo, LM Vizer - Innovation in aging, 2019 - academic.oup.com
Abstract Background and Objectives The number of people diagnosed with dementia is
rising appreciably as the population ages. In an effort to improve outcomes, many have …