Predicting the Risk of Total Hip Replacement by Using A Deep Learning Algorithm on Plain Pelvic Radiographs: Diagnostic Study

Chih-Chi Chen   ¹ , MD ;   Cheng-Ta Wu   ² , MD ;   Carl P C Chen   ¹ , MD, PhD ;   Chia-Ying Chung   ¹ , MD ;   Shann-Ching Chen   ³ , PhD ;   Mel S Lee   ⁴ , MD, PhD ;   Chi-Tung Cheng   ^{5 *} , MD, PhD ;   Chien-Hung Liao   ^{5 *} , MD

¹ Department of Physical Medicine and Rehabilitation, Chang Gung Memorial Hospital, Taoyuan, Taiwan

² Department of Orthopaedic Surgery, Chang Gung Memorial Hospital, Kaohsiung, Taiwan

³ Compal Electronics, Smart Device Business Group, Taipei, Taiwan

⁴ Department of Orthopaedic Surgery, Pao-Chien Hospital, Pingtung, Taiwan

⁵ Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Taoyuan City, Taoyuan, Taiwan

*these authors contributed equally