Simulation training in mammography with AI-generated images: a multireader study.

Krithika RangarajanVeeramakali Vignesh ManivannanHarpinder SinghAmit GuptaHrithik MaheshwariRishparn GogoiDebashish GogoiRupam Jyoti DasSmriti HariSurabhi VyasRaju SharmaShivam PandeyV SeenuSubhashis BanerjeeVinay NamboodiriChetan Arora

Published in: European radiology (2024)

Generative networks can produce diagnostic imaging with specific characteristics, potentially useful for training residents. Training with generating images improved residents' mammographic diagnostic abilities. Development of a game-like interface that exploits these networks can result in improvement in performance over a short training period.

Keyphrases

virtual reality
deep learning
convolutional neural network
optical coherence tomography
high resolution
contrast enhanced