Identification of Intracranial Germ Cell Tumors Based on Facial Photos: Exploratory Study on the Use of Deep Learning for Software Development

Yanong Li   ^{1 *} , MD ;   Yixuan He   ^{2 *} , MD ;   Yawei Liu   ^{3, 4} , MSc ;   Bingchen Wang   ⁵ , MD ;   Bo Li   ¹ , MD, PhD ;   Xiaoguang Qiu   ^{1, 6} , MD

¹ Department of Radiation Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China

² Department of Pediatric Department, Beijing Tiantan Hospital, Capital Medical University, Beijing, China

³ School of Basic Medical Sciences, Capital Medical University, Beijing, China

⁴ Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China

⁵ School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou, China

⁶ Beijing Neurosurgical Institute, Beijing, China

*these authors contributed equally