Surgical aid visualization system for glioblastoma tumor identification based on deep learning and in-vivo hyperspectral images of human patients.
Himar FabeloMartin T. HalicekSamuel OrtegaAdam SzolnaJesús MoreraRoberto SarmientoGustavo Marrero CallicóBaowei FeiPublished in: Medical Imaging: Image-Guided Procedures (2019)
Keyphrases
- deep learning
- hyperspectral images
- clinical studies
- surgical procedures
- hyperspectral
- disease progression
- imaging modalities
- unsupervised learning
- remote sensing
- machine learning
- weakly supervised
- minimally invasive
- multispectral
- medical images
- mental models
- intraoperative
- target detection
- magnetic resonance imaging
- mr images
- image analysis
- pattern recognition
- feature extraction
- image processing