Cautery tool state detection using deep learning on intraoperative surgery videos.
Lucas MarchJessica R. RodgersRebecca HiseyAmoon JamzadAlice M. L. SantilliDoug McKayJohn F. RudanMartin KaufmannKevin Yi Mi RenGabor FichtingerParvin MousaviPublished in: Medical Imaging: Image-Guided Procedures (2023)
Keyphrases
- intraoperative
- deep learning
- computer assisted
- x ray
- minimally invasive
- image guided
- image guided surgery
- pre operative
- computer assisted surgery
- clinical applications
- ct data
- unsupervised learning
- surgical planning
- operating room
- minimally invasive surgery
- machine learning
- object detection
- video sequences
- tissue deformation
- robot assisted
- image data
- input image
- high resolution
- object recognition
- augmented reality
- image segmentation
- biomechanical model
- super resolution