2022
Machine Learning Tools for Image-Based Glioma Grading and the Quality of Their Reporting: Challenges and Opportunities
Merkaj S, Bahar RC, Zeevi T, Lin M, Ikuta I, Bousabarah K, Petersen G, Staib L, Payabvash S, Mongan JT, Cha S, Aboian MS. Machine Learning Tools for Image-Based Glioma Grading and the Quality of Their Reporting: Challenges and Opportunities. Cancers 2022, 14: 2623. PMID: 35681603, PMCID: PMC9179416, DOI: 10.3390/cancers14112623.Peer-Reviewed Original ResearchMachine learning toolsGrade predictionLearning toolsML applicationsClassifier algorithmML modelsClassification methodMedical imagingData sourcesPractices of radiologistsToolGlioma gradingNext stepWorkflowAlgorithmChallengesTechnological innovationImplementationPredictionModelLast decadeSpecific areas
2011
AUGMENTED INLINE-BASED NAVIGATION FOR STEREOTACTIC IMAGE GUIDED NEUROSURGERY
Joshi A, Scheinost D, Globinsky R, Vives K, Spencer D, Staib L, Papademetris X. AUGMENTED INLINE-BASED NAVIGATION FOR STEREOTACTIC IMAGE GUIDED NEUROSURGERY. 2011 IEEE International Symposium On Biomedical Imaging: From Nano To Macro 2011, 1869-1872. PMID: 23377314, PMCID: PMC3557840, DOI: 10.1109/isbi.2011.5872772.Peer-Reviewed Original ResearchNovel interactive visualization techniqueInteractive visualization techniquesImage Guided NeurosurgeryComputer-assisted surgery systemVirtual landmarksImage-guided neurosurgeryVisualization techniquesCorresponding anatomical landmarksSurgery systemKey problemNavigationSurgical toolsImagesExpert evaluationFunctional areasRealtimeLandmarksVisualizationSpecific locationsAnatomical landmarksSuch locationsRepresentationToolFeedback