A Fully Automated Analytic System for Measuring Endolymphatic Hydrops Ratios in Patients With Ménière Disease via Magnetic Resonance Imaging: Deep Learning Model Development Study

Chae Jung Park   ^{1 *} , MSc ;   Young Sang Cho   ^{2 *} , MD ;   Myung Jin Chung   ³ , MD, PhD ;   Yi-Kyung Kim   ³ , MD ;   Hyung-Jin Kim   ³ , MD, PhD ;   Kyunga Kim   ^{1, 4} , PhD ;   Jae-Wook Ko   ⁵ , MD, PhD ;   Won-Ho Chung   ^{2 *} , MD, PhD ;   Baek Hwan Cho   ⁶ , PhD

¹ Department of Digital Health, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Republic of Korea

² Department of Otorhinolaryngology-Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea

³ Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea

⁴ Biomedical Statistics Center, Data Science Research Institute, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Republic of Korea

⁵ Department of Clinical Pharmacology and Therapeutics, Samsung Medical Center, Seoul, Republic of Korea

⁶ Department of Medical Device Management and Research, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Republic of Korea

*these authors contributed equally