Cargando…

Will Artificial Intelligence Replace the Movement Disorders Specialist for Diagnosing and Managing Parkinson’s Disease?

The use of artificial intelligence (AI) to help diagnose and manage disease is of increasing interest to researchers and clinicians. Volumes of health data are generated from smartphones and ubiquitous inexpensive sensors. By using these data, AI can offer otherwise unobtainable insights about disea...

Descripción completa

Detalles Bibliográficos
Autores principales: Landers, Matt, Saria, Suchi, Espay, Alberto J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8385515/
https://www.ncbi.nlm.nih.gov/pubmed/34219671
http://dx.doi.org/10.3233/JPD-212545
_version_ 1783742109625352192
author Landers, Matt
Saria, Suchi
Espay, Alberto J.
author_facet Landers, Matt
Saria, Suchi
Espay, Alberto J.
author_sort Landers, Matt
collection PubMed
description The use of artificial intelligence (AI) to help diagnose and manage disease is of increasing interest to researchers and clinicians. Volumes of health data are generated from smartphones and ubiquitous inexpensive sensors. By using these data, AI can offer otherwise unobtainable insights about disease burden and patient status in a free-living environment. Moreover, from clinical datasets AI can improve patient symptom monitoring and global epidemiologic efforts. While these applications are exciting, it is necessary to examine both the utility and limitations of these novel analytic methods. The most promising uses of AI remain aspirational. For example, defining the molecular subtypes of Parkinson’s disease will be assisted by future applications of AI to relevant datasets. This will allow clinicians to match patients to molecular therapies and will thus help launch precision medicine. Until AI proves its potential in pushing the frontier of precision medicine, its utility will primarily remain in individualized monitoring, complementing but not replacing movement disorders specialists.
format Online
Article
Text
id pubmed-8385515
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher IOS Press
record_format MEDLINE/PubMed
spelling pubmed-83855152021-09-09 Will Artificial Intelligence Replace the Movement Disorders Specialist for Diagnosing and Managing Parkinson’s Disease? Landers, Matt Saria, Suchi Espay, Alberto J. J Parkinsons Dis Review The use of artificial intelligence (AI) to help diagnose and manage disease is of increasing interest to researchers and clinicians. Volumes of health data are generated from smartphones and ubiquitous inexpensive sensors. By using these data, AI can offer otherwise unobtainable insights about disease burden and patient status in a free-living environment. Moreover, from clinical datasets AI can improve patient symptom monitoring and global epidemiologic efforts. While these applications are exciting, it is necessary to examine both the utility and limitations of these novel analytic methods. The most promising uses of AI remain aspirational. For example, defining the molecular subtypes of Parkinson’s disease will be assisted by future applications of AI to relevant datasets. This will allow clinicians to match patients to molecular therapies and will thus help launch precision medicine. Until AI proves its potential in pushing the frontier of precision medicine, its utility will primarily remain in individualized monitoring, complementing but not replacing movement disorders specialists. IOS Press 2021-07-16 /pmc/articles/PMC8385515/ /pubmed/34219671 http://dx.doi.org/10.3233/JPD-212545 Text en © 2021 – The authors. Published by IOS Press https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) License (https://creativecommons.org/licenses/by-nc/4.0/) , which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
Landers, Matt
Saria, Suchi
Espay, Alberto J.
Will Artificial Intelligence Replace the Movement Disorders Specialist for Diagnosing and Managing Parkinson’s Disease?
title Will Artificial Intelligence Replace the Movement Disorders Specialist for Diagnosing and Managing Parkinson’s Disease?
title_full Will Artificial Intelligence Replace the Movement Disorders Specialist for Diagnosing and Managing Parkinson’s Disease?
title_fullStr Will Artificial Intelligence Replace the Movement Disorders Specialist for Diagnosing and Managing Parkinson’s Disease?
title_full_unstemmed Will Artificial Intelligence Replace the Movement Disorders Specialist for Diagnosing and Managing Parkinson’s Disease?
title_short Will Artificial Intelligence Replace the Movement Disorders Specialist for Diagnosing and Managing Parkinson’s Disease?
title_sort will artificial intelligence replace the movement disorders specialist for diagnosing and managing parkinson’s disease?
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8385515/
https://www.ncbi.nlm.nih.gov/pubmed/34219671
http://dx.doi.org/10.3233/JPD-212545
work_keys_str_mv AT landersmatt willartificialintelligencereplacethemovementdisordersspecialistfordiagnosingandmanagingparkinsonsdisease
AT sariasuchi willartificialintelligencereplacethemovementdisordersspecialistfordiagnosingandmanagingparkinsonsdisease
AT espayalbertoj willartificialintelligencereplacethemovementdisordersspecialistfordiagnosingandmanagingparkinsonsdisease