Tissue classification using machine learning to aid in intraoperative registration: a pilot study.
Brandon ChanJason AuyeungJohn F. RudanParvin MousaviManuela KunzPublished in: Medical Imaging: Image-Guided Procedures (2019)
Keyphrases
- pilot study
- tissue classification
- intraoperative
- image guided surgery
- image guided
- computer assisted surgery
- clinical applications
- target registration error
- brain shift
- x ray
- computer assisted
- fluoroscopic images
- biomechanical model
- image guided interventions
- brain surface
- intra operatively
- ct data
- prostate brachytherapy
- pre operative
- patient data
- computer games
- tissue deformation
- imaging modalities
- contrast enhanced
- image registration
- minimally invasive surgery
- minimally invasive
- medical imaging
- nonrigid registration
- surgical instruments
- finite element
- operating room
- medical image registration
- total hip arthroplasty
- coronary artery bypass
- surgical procedures
- computer vision
- registration process
- mri data
- fully automatic
- mr images
- image data