T9. EXPLAINABLE DEEP LEARNING OF NEUROIMAGING REVEALS KEY STRUCTURAL DEFICITS IN SCHIZOPHRENIA

• Published in: Schizophrenia bulletin Vol. 45; no. Supplement_2; p. S206
• Main Authors: Yang, Albert, Tsai, Shih-Jen
• Format: Journal Article
• Language: English
• Published: US Oxford University Press 09.04.2019
• Subjects: Deep learning; Neuroimaging; Poster Session I; Regularization methods; Schizophrenia

Abstract Background Deep neural network (DNN) has facilitated the record-breaking of classification accuracy in fields such as speech or visual object recognition. However, limited studies have investigated the applicability of DNN to three-dimensional neuroimage data, and the interpretation of deep...