Generation of synthetic tympanic membrane images: Development, human validation, and clinical implications of synthetic data.

Synthetic clinical images could augment real medical image datasets, a novel approach in otolaryngology-head and neck surgery (OHNS). Our objective was to develop a generative adversarial network (GAN) for tympanic membrane images and to validate the quality of synthetic images with human reviewers....

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Bibliographic Details
Main Authors: Krish Suresh, Michael S Cohen, Christopher J Hartnick, Ryan A Bartholomew, Daniel J Lee, Matthew G Crowson
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-02-01
Series:PLOS Digital Health
Online Access:https://doi.org/10.1371/journal.pdig.0000202