TY - CHAP
T1 - Current trends of computational tools and artificial intelligence in geriatric medicine
AU - Awuah, Wireko Andrew
AU - Ou Yong, Brian M.
AU - Mikhailova, Tatiana
AU - Ng, Jyi Cheng
AU - Abdul-Rahman, Toufik
AU - Yarlagadda, Rohan
AU - Tedeschi, Alexander J.
AU - Miteu, Goshen David
AU - Garg, Tulika
AU - David, Lian
AU - Lansiaux, Edouard
AU - Huang, Helen
AU - Nansubuga, Esther Patience
AU - Anand, Ayush
AU - Sikora, Kateryna
AU - Isik, Arda
AU - Debnath, Sandip
AU - Pramanik, Sourish
AU - Seth, Dibyendu
AU - Mukerjee, Nobendu
AU - Narli, Flora
AU - Sharma, Rohit
AU - Ghosh, Arabinda
AU - Md Ashraf, Ghulam
AU - Alexiou, Αthanasios
N1 - Publisher Copyright:
© 2025 Elsevier Inc. All rights reserved.
PY - 2024/1/1
Y1 - 2024/1/1
N2 - As lifespans grow across the globe, so does the prevalence of neurodegenerative diseases among a rapidly expanding elderly demographic. Originating in the brain—the least understood organ in the human body—neurodegenerative diseases are caused by complex mechanisms that are challenging to study in a heterogeneous patient population. Machine learning, natural language processing, and other subfields of artificial intelligence have shown great promise as computational tools enabling physician-scientists to tackle these challenges on a potentially large scale. This chapter explores current applications of artificial intelligence in the classification, treatment, and management of the most common neurodegenerative diseases.
AB - As lifespans grow across the globe, so does the prevalence of neurodegenerative diseases among a rapidly expanding elderly demographic. Originating in the brain—the least understood organ in the human body—neurodegenerative diseases are caused by complex mechanisms that are challenging to study in a heterogeneous patient population. Machine learning, natural language processing, and other subfields of artificial intelligence have shown great promise as computational tools enabling physician-scientists to tackle these challenges on a potentially large scale. This chapter explores current applications of artificial intelligence in the classification, treatment, and management of the most common neurodegenerative diseases.
KW - Artificial intelligence
KW - Geriatrics
KW - Machine learning
KW - Neurodegenerative disorders
KW - Therapeutic procedure
UR - http://www.scopus.com/inward/record.url?scp=85213164057&partnerID=8YFLogxK
U2 - 10.1016/B978-0-443-15702-8.00023-3
DO - 10.1016/B978-0-443-15702-8.00023-3
M3 - Chapter
AN - SCOPUS:85213164057
SN - 9780443157035
SP - 363
EP - 374
BT - Essential Guide to Neurodegenerative Disorders
PB - Elsevier
ER -