Open AccessAn Artificial Intelligence-Assisted Method for Dementia Detection Using Images from the Clock Drawing Test
Author(s) -
Samad Amini,
Lifu Zhang,
Boran Hao,
Anoop Gupta,
Miaojing Song,
Cody Karjadi,
Honghuang Lin,
Vijaya B. Kolachalama,
Rhoda Au,
Ioannis Ch. Paschalidis
Publication year - 2021
Publication title -
journal of alzheimer's disease
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.677
H-Index - 139
eISSN - 1875-8908
pISSN - 1387-2877
DOI - 10.3233/jad-210299
Subject(s) - dementia , artificial intelligence , logistic regression , receiver operating characteristic , machine learning , test (biology) , computer science , cognition , psychology , medicine , psychiatry , disease , paleontology , biology
Widespread dementia detection could increase clinical trial candidates and enable appropriate interventions. Since the Clock Drawing Test (CDT) can be potentially used for diagnosing dementia-related disorders, it can be leveraged to develop a computer-aided screening tool.