TY - JOUR
T1 - Survey of the use of AI models and techniques in the analysis and prediction of neuro-degenerative diseases
AU - Prabhu, Srikanth
AU - Rathinam, Suryaansh
AU - Rao, Chirag
AU - Chowdhury, Anurag
N1 - Publisher Copyright:
© Published under licence by IOP Publishing Ltd.
PY - 2023
Y1 - 2023
N2 - Neurodegenerative diseases are caused by the gradual breakdown of the nerve connections. The detection and prediction of these diseases has been attempted with a variety of different artificial intelligence techniques, using the wide range of modalities available resulting in variations in accuracy and other metrics. This paper aims to offer a methodical as well as quantitative comparison among the various predictive methodologies that have been conducted for three neurodegenerative diseases, namely Alzheimer's, Schizophrenia and Dementia. Lastly this paper focuses on the variation in occurrences of these diseases with changing demographics such as age, sex and location.
AB - Neurodegenerative diseases are caused by the gradual breakdown of the nerve connections. The detection and prediction of these diseases has been attempted with a variety of different artificial intelligence techniques, using the wide range of modalities available resulting in variations in accuracy and other metrics. This paper aims to offer a methodical as well as quantitative comparison among the various predictive methodologies that have been conducted for three neurodegenerative diseases, namely Alzheimer's, Schizophrenia and Dementia. Lastly this paper focuses on the variation in occurrences of these diseases with changing demographics such as age, sex and location.
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U2 - 10.1088/1742-6596/2571/1/012022
DO - 10.1088/1742-6596/2571/1/012022
M3 - Conference article
AN - SCOPUS:85176244464
SN - 1742-6588
VL - 2571
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
IS - 1
M1 - 012022
T2 - 2nd International Conference on Artificial Intelligence, Computational Electronics and Communication System, AICECS 2023
Y2 - 16 February 2023 through 17 February 2023
ER -