Development and validation of an artificial intelligence based screening tool for detection of retinopathy of prematurity in a South Indian population

• Main Authors: Divya Parthasarathy Rao (Author), Florian M. Savoy (Author), Joshua Zhi En Tan (Author), Brian Pei-En Fung (Author), Chiran Mandula Bopitiya (Author), Anand Sivaraman (Author), Anand Vinekar (Author)
• Format: Book
• Published: Frontiers Media S.A., 2023-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

PurposeThe primary objective of this study was to develop and validate an AI algorithm as a screening tool for the detection of retinopathy of prematurity (ROP).ParticipantsImages were collected from infants enrolled in the KIDROP tele-ROP screening program.MethodsWe developed a deep learning (DL) a...