Deep learning for categorization of endodontic lesion based on radiographic periapical index scoring system.

Journal: Clinical oral investigations
Published Date: Jul 2, 2021

Abstract

OBJECTIVE: The study aimed to apply convolutional neural network (CNN) to score periapical lesion on an intraoral periapical radiograph (IOPAR) based on the periapical index (PAI) scoring system.

Authors

  • Navas P Moidu
    Division of Conservative Dentistry and Endodontics, Centre for Dental Education and Research, All India Institute of Medical Sciences, Room No 313, Ansari Nagar, New Delhi, 110029, India.
  • Sidhartha Sharma
    Division of Conservative Dentistry and Endodontics, Centre for Dental Education and Research, All India Institute of Medical Sciences, Room No 313, Ansari Nagar, New Delhi, 110029, India.
  • Amrita Chawla
    Division of Conservative Dentistry and Endodontics, Centre for Dental Education and Research, All India Institute of Medical Sciences, Room No 313, Ansari Nagar, New Delhi, 110029, India.
  • Vijay Kumar
    Computer Science and Engineering Department, National Institute of Technology, Hamirpur, Himachal Pradesh, India.
  • Ajay Logani
    Division of Conservative Dentistry and Endodontics, Centre for Dental Education and Research, All India Institute of Medical Sciences, Room No 313, Ansari Nagar, New Delhi, 110029, India. apexlogani@yahoo.co.in.

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