INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, vol.145, 2021 (SCI-Expanded)
Article / Article
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
Science Citation Index Expanded (SCI-EXPANDED), Scopus, Academic Search Premier, BIOSIS, Biotechnology Research Abstracts, CAB Abstracts, CINAHL, Compendex, EMBASE, INSPEC, MEDLINE
Bipolar disorder, Machine learning, Classification, Feature selection, ASSOCIATION, PERFORMANCE, PREVALENCE, DISEASE, CANTAB
Eskisehir Osmangazi University Affiliated:
Background: Considering the clinical heterogeneity of the bipolar disorder, difficulties are encountered in making the correct diagnosis. Although a number of common findings have been found in studies on the neurocognitive profile of bipolar disorder, the search for a neurocognitive endophenotype has failed. The aim of this study is to separate bipolar disorder patients from healthy controls with higher accuracy by using a broader neurocognitive evaluation and a novel machine-learning algorithm.