Development of a cerebellar ataxia diagnosis model using conditional GAN-based synthetic data generation for visuomotor adaptation task - Kim, Jinah; Woo, Sung-Ho; Kim, Taekyung; Yoon, Won Tae; Shin, Jung Hwan; Lee, Jee-Young; Ryu, Jeh-Kwang (BMC medical informatics and decision making, 2024)
Keywords: Accuracy; Adaptation; Adaptation, Physiological; Adult; Age; Ataxia; Atrophy; Brain; Cerebellar ataxia; Cerebellar Ataxia - diagnosis; Cerebellum; Classification; Comparative analysis; Conditional generative adversarial network; Deep Learning; Diagnosis; Digital healthcare; Female; Health aspects; Health Informatics; Humans; Information Systems and Communication Service; Machine learning; Male; Management of Computing and Information Systems; Medical diagnosis; Medical research; Medicine; Medicine & Public Health; Middle Aged; Movement disorders; Neural networks; Neural Networks, Computer; Patients; Psychomotor Performance - physiology; Random noise; Risk factors; Sensorimotor integration; Synthetic data; Virtual reality; Visuomotor adaptation task; Young adults; South Korea; Visuomotor adaptation task; Conditional generative adversarial network; Cerebellar ataxia diagnosis; Synthetic data; Digital healthcare