Deep Learning Application for Vocal Fold Disease Prediction Through Voice Recognition: Preliminary Development Study

Hao-Chun Hu   ^{1, 2, 3} , MD ;   Shyue-Yih Chang   ⁴ , MD ;   Chuen-Heng Wang   ⁵ , MSc ;   Kai-Jun Li   ² , MSc ;   Hsiao-Yun Cho   ^{2, 6} , MD ;   Yi-Ting Chen   ⁵ , MSc ;   Chang-Jung Lu   ⁴ , MSc ;   Tzu-Pei Tsai   ⁴ , MSc ;   Oscar Kuang-Sheng Lee   ^{1, 7, 8, 9} , MD, PhD

¹ Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan

² Department of Otorhinolaryngology-Head and Neck Surgery, Fu Jen Catholic University Hospital, Fu Jen Catholic University, New Taipei City, Taiwan

³ School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan

⁴ Voice Center, Department of Otolaryngology, Cheng Hsin General Hospital, Taipei, Taiwan

⁵ Muen Biomedical and Optoelectronic Technologist Inc, Taipei, Taiwan

⁶ Graduate Institute of Business Administration, Fu Jen Catholic University, New Taipei City, Taiwan

⁷ Department of Orthopedics, China Medical University Hospital, Taichung, Taiwan

⁸ Stem Cell Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan

⁹ Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan