Support of deep learning to classify vocal fold images in flexible laryngoscopy.

Journal: American journal of otolaryngology
Published Date:

Abstract

PURPOSE: To collect a dataset with adequate laryngoscopy images and identify the appearance of vocal folds and their lesions in flexible laryngoscopy images by objective deep learning models.

Authors

  • Bich Anh Tran
    Otorhinolaryngology Department, Cho Ray Hospital, Ho Chi Minh City, Viet Nam. Electronic address: trananhbich2015@gmail.com.
  • Thao Thi Phuong Dao
    University of Science, VNUHCM, Ho Chi Minh City, Viet Nam; John von Neumann Institute, VNUHCM, Ho Chi Minh City, Viet Nam; Vietnam National University, Ho Chi Minh City, Viet Nam; Department of Otolaryngology, Thong Nhat Hospital, Ho Chi Minh City, Viet Nam. Electronic address: thao.dao2020@ict.jvn.edu.vn.
  • Ho Dang Quy Dung
    Department of Endoscopy, Cho Ray Hospital, Ho Chi Minh City, Viet Nam. Electronic address: quydung@gmail.com.
  • Ngoc Boi Van
    Department of Otolaryngology, Vinmec Central Park International Hospital, Ho Chi Minh City, Viet Nam. Electronic address: vanboingoc@gmail.com.
  • Chanh Cong Ha
    Department of Otolaryngology, 7A Military Hospital, Ho Chi Minh City, Viet Nam. Electronic address: chanhhacong@gmail.com.
  • Nam Hoang Pham
    Otorhinolaryngology Department, Cho Ray Hospital, Ho Chi Minh City, Viet Nam. Electronic address: bsnamtmh@gmail.com.
  • Tu Cong Huyen Ton Nu Cam Nguyen
    Department of Head and Neck Surgery, ENT Hospital, Ho Chi Minh City, Viet Nam. Electronic address: camtu_nguyen@yahoo.com.
  • Tan-Cong Nguyen
    University of Science, VNUHCM, Ho Chi Minh City, Viet Nam; University of Social Sciences and Humanities, VNUHCM, Ho Chi Minh City, Vietnam; Vietnam National University, Ho Chi Minh City, Viet Nam. Electronic address: ntcong@hcmussh.edu.vn.
  • Minh-Khoi Pham
    University of Science, VNUHCM, Ho Chi Minh City, Viet Nam; Vietnam National University, Ho Chi Minh City, Viet Nam. Electronic address: pmkhoi@selab.hcmus.edu.vn.
  • Mai-Khiem Tran
    University of Science, VNUHCM, Ho Chi Minh City, Viet Nam; John von Neumann Institute, VNUHCM, Ho Chi Minh City, Viet Nam; Vietnam National University, Ho Chi Minh City, Viet Nam. Electronic address: tmkhiem@selab.hcmus.edu.vn.
  • Truong Minh Tran
    Otorhinolaryngology Department, Cho Ray Hospital, Ho Chi Minh City, Viet Nam. Electronic address: tranminhtruongcr@gmail.com.
  • Minh-Triet Tran