Machine learning assisted intraoperative assessment of brain tumor margins using HRMAS NMR spectroscopy.
Doruk CakmakciEmin Onur KarakaslarElisa RuhlandMarie-Pierre ChenardFrancois ProustMartial PiottoIzzie Jacques NamerA. Ercüment ÇiçekPublished in: PLoS Comput. Biol. (2020)
Keyphrases
- intraoperative
- brain tumors
- x ray
- machine learning
- nuclear magnetic resonance
- computer assisted
- mr images
- nmr spectra
- magnetic resonance images
- imaging modalities
- clinical applications
- medical imaging
- pre operative
- mri images
- magnetic resonance
- protein structure
- pattern recognition
- ct data
- biomechanical model
- three dimensional
- deformable registration
- x ray images
- image guided
- brain surface
- minimally invasive surgery
- computer vision
- mri scans
- brain tissue
- minimally invasive
- brain images
- ct scans
- medical image analysis
- operating room
- coronary artery bypass