Point detection through multi-instance deep heatmap regression for sutures in endoscopy.

Lalith SharanGabriele RomanoJulian BrandHalvar KelmMatthias KarckRaffaele De SimoneSandy Engelhardt

Published in: International journal of computer assisted radiology and surgery (2021)

The proposed model shows an improvement over the baseline in the intra-operative and the simulator domains. The data is made publicly available within the scope of the MICCAI AdaptOR2021 Challenge https://adaptor2021.github.io/ , and the code at https://github.com/Cardio-AI/suture-detection-pytorch/ .

Keyphrases

loop mediated isothermal amplification
real time pcr
label free
artificial intelligence
electronic health record
big data
machine learning
deep learning