Machine Learning Algorithm-Based Prediction Model for the Augmented Use of Clozapine with Electroconvulsive Therapy in Patients with Schizophrenia

• Main Authors: Hong Seok Oh, Bong Ju Lee, Yu Sang Lee, Ok Jin Jang, Yukako Nakagami, Toshiya Inada, Takahiro A. Kato, Shigenobu Kanba, Mian Yoon Chong, Sih Ku Lin, Tianmei Si, Yu Tao Xiang, Ajit Avasthi, Sandeep Grover, Roy Abraham Kallivayalil, Pornjira Pariwatcharakul, Kok Yoon Chee, Andi J. Tanra, Golam Rabbani, Afzal Javed, Samudra Kathiarachchi, Win Aung Myint, Tran Van Cuong, Yuxi Wang, Kang Sim, Norman Sartorius, Chay Hoon Tan, Naotaka Shinfuku, Yong Chon Park, Seon Cheol Park
• Other Authors: Chang Gung University School of Medicine
• Format: Article
• Published: 2022
• Subjects: Medicine
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/74453
• Institution: Mahidol University

The augmentation of clozapine with electroconvulsive therapy (ECT) has been an optimal treatment option for patients with treatment-or clozapine-resistant schizophrenia. Using data from the Research on Asian Psychotropic Prescription Patterns for Antipsychotics survey, which was the largest internat...