Improved Segmentation of the Intracranial and Ventricular Volumes in Populations with Cerebrovascular Lesions and Atrophy Using 3D CNNs
Emmanuel E. Ntiri, Melissa F. Holmes, Parisa Mojiri Forooshani, Joel Ramirez, Fuqiang Gao, Miracle Ozzoude, Sabrina Adamo, Christopher J.M. Scott, Dar Dowlatshahi, Jane M. Lawrence‐Dewar, Donna Kwan, Anthony E. Lang, Sean Symons, Robert Bartha, Stephen C. Strother, Jean‐Claude Tardif, Mario Masellis, Richard H. Swartz, Alan R. Moody, Sandra E. Black, Maged Goubran
Topics & Concepts
SegmentationSørensen–Dice coefficientArtificial intelligenceConvolutional neural networkNeuroimagingPattern recognition (psychology)Computer scienceAtrophyConditional random fieldHyperintensityRobustness (evolution)Magnetic resonance imagingImage segmentationMedicinePathologyRadiologyPsychologyNeuroscienceBiochemistryGeneChemistryAcute Ischemic Stroke ManagementDementia and Cognitive Impairment ResearchMedical Image Segmentation Techniques