Quantization of extraoral free flap monitoring for venous congestion with deep learning integrated iOS applications on smartphones -- a diagnostic study.

Shao-Yun HsuLi-Wei ChenRen-Wen HuangTzong Yueh TsaiShao-Yu Hung David Chon-Fok CheongJohnny Ceung-Yi LuTommy Nai-Jen ChangJung-Ju HuangChung-Kan TsaoChih-Hung LinDavid Chwei-Chin ChuangFu-Chan WeiHuang-Kai Kao

Published in: International journal of surgery (London, England) (2023)

The deep learning integrated smartphone application can accurately reflect and quantify flap condition; it is a convenient, accurate, and economical device that can improve patient safety and management and assist in monitoring flap physiology.

Keyphrases

patient safety
deep learning
quality improvement
artificial intelligence
convolutional neural network
breast reconstruction
machine learning
soft tissue
high resolution