Machine learning algorithm‐based estimation model for the severity of depression assessed using Montgomery‐Asberg depression rating scale

• Main Authors: Masanori Shimamoto (Author), Kanako Ishizuka (Author), Kento Ohtani (Author), Toshiya Inada (Author), Maeri Yamamoto (Author), Masako Tachibana (Author), Hiroki Kimura (Author), Yusuke Sakai (Author), Kazuhiro Kobayashi (Author), Norio Ozaki (Author), Masashi Ikeda (Author)
• Format: Book
• Published: Wiley, 2024-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Aim Depressive disorder is often evaluated using established rating scales. However, consistent data collection with these scales requires trained professionals. In the present study, the "rater & estimation‐system" reliability was assessed between consensus evaluation by trai...