• Something wrong with this record ?

Integrating AI in fighting advancing Alzheimer: diagnosis, prevention, treatment, monitoring, mechanisms, and clinical trials

F. Angelucci, AR. Ai, L. Piendel, J. Cerman, J. Hort

. 2024 ; 87 (-) : 102857. [pub] 20240604

Language English Country England, Great Britain

Document type Journal Article, Review

Persistent link   https://www.medvik.cz/link/bmc24019554

The application of artificial intelligence (AI) in neurology is a growing field offering opportunities to improve accuracy of diagnosis and treatment of complicated neuronal disorders, plus fostering a deeper understanding of the aetiologies of these diseases through AI-based analyses of large omics data. The most common neurodegenerative disease, Alzheimer's disease (AD), is characterized by brain accumulation of specific pathological proteins, accompanied by cognitive impairment. In this review, we summarize the latest progress on the use of AI in different AD-related fields, such as analysis of neuroimaging data enabling early and accurate AD diagnosis; prediction of AD progression, identification of patients at higher risk and evaluation of new treatments; improvement of the evaluation of drug response using AI algorithms to analyze patient clinical and neuroimaging data; the development of personalized AD therapies; and the use of AI-based techniques to improve the quality of daily life of AD patients and their caregivers.

References provided by Crossref.org

000      
00000naa a2200000 a 4500
001      
bmc24019554
003      
CZ-PrNML
005      
20241024110802.0
007      
ta
008      
241015e20240604enk f 000 0|eng||
009      
AR
024    7_
$a 10.1016/j.sbi.2024.102857 $2 doi
035    __
$a (PubMed)38838385
040    __
$a ABA008 $b cze $d ABA008 $e AACR2
041    0_
$a eng
044    __
$a enk
100    1_
$a Angelucci, Francesco $u Memory Clinic, Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic. Electronic address: francesco.angelucci@lfmotol.cuni.cz
245    10
$a Integrating AI in fighting advancing Alzheimer: diagnosis, prevention, treatment, monitoring, mechanisms, and clinical trials / $c F. Angelucci, AR. Ai, L. Piendel, J. Cerman, J. Hort
520    9_
$a The application of artificial intelligence (AI) in neurology is a growing field offering opportunities to improve accuracy of diagnosis and treatment of complicated neuronal disorders, plus fostering a deeper understanding of the aetiologies of these diseases through AI-based analyses of large omics data. The most common neurodegenerative disease, Alzheimer's disease (AD), is characterized by brain accumulation of specific pathological proteins, accompanied by cognitive impairment. In this review, we summarize the latest progress on the use of AI in different AD-related fields, such as analysis of neuroimaging data enabling early and accurate AD diagnosis; prediction of AD progression, identification of patients at higher risk and evaluation of new treatments; improvement of the evaluation of drug response using AI algorithms to analyze patient clinical and neuroimaging data; the development of personalized AD therapies; and the use of AI-based techniques to improve the quality of daily life of AD patients and their caregivers.
650    12
$a Alzheimerova nemoc $x diagnóza $x farmakoterapie $x metabolismus $7 D000544
650    _2
$a lidé $7 D006801
650    12
$a umělá inteligence $7 D001185
650    _2
$a klinické zkoušky jako téma $7 D002986
650    _2
$a neurozobrazování $x metody $7 D059906
655    _2
$a časopisecké články $7 D016428
655    _2
$a přehledy $7 D016454
700    1_
$a Ai, Alice Ruixue $u Department of Clinical Molecular Biology, University of Oslo and Akershus University Hospital, 1478 Lørenskog, Norway
700    1_
$a Piendel, Lydia $u Memory Clinic, Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic; Augusta University/University of Georgia Medical Partnership, Medical College of Georgia, Athens, GA, USA
700    1_
$a Cerman, Jiri $u Memory Clinic, Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
700    1_
$a Hort, Jakub $u Memory Clinic, Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic; INDRC, International Neurodegenerative Disorders Research Center, Prague, Czech Republic
773    0_
$w MED00006632 $t Current opinion in structural biology $x 1879-033X $g Roč. 87 (20240604), s. 102857
856    41
$u https://pubmed.ncbi.nlm.nih.gov/38838385 $y Pubmed
910    __
$a ABA008 $b sig $c sign $y - $z 0
990    __
$a 20241015 $b ABA008
991    __
$a 20241024110756 $b ABA008
999    __
$a ok $b bmc $g 2202029 $s 1231527
BAS    __
$a 3
BAS    __
$a PreBMC-MEDLINE
BMC    __
$a 2024 $b 87 $c - $d 102857 $e 20240604 $i 1879-033X $m Current opinion in structural biology $n Curr Opin Struct Biol $x MED00006632
LZP    __
$a Pubmed-20241015

Find record

Citation metrics

Archiving options