TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance
Yuqian Chen, Leo Zekelman, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Fan Zhang, Lauren J. O’Donnell
Topics & Concepts
Artificial intelligenceComputer sciencePointwiseArcuate fasciculusSmoothnessLasso (programming language)Human Connectome ProjectRegressionTractographyDiffusion MRIOverfittingMachine learningConnectomeDeep learningSegmentationPattern recognition (psychology)Magnetic resonance imagingArtificial neural networkMathematicsStatisticsPsychologyNeuroscienceMedicineRadiologyMathematical analysisFunctional connectivityWorld Wide WebAdvanced Neuroimaging Techniques and ApplicationsFetal and Pediatric Neurological DisordersFunctional Brain Connectivity Studies