Optimizing Acute Stroke Segmentation on MRI Using Deep Learning: Self-Configuring Neural Networks Provide High Performance Using Only DWI Sequences
Peter Kamel, Adway Kanhere, Pranav Kulkarni, Mazhar Khalid, Rachel Steger, Uttam K. Bodanapally, Dheeraj Gandhi, Vishwa S. Parekh, Paul H. Yi
Topics & Concepts
Generalizability theoryFluid-attenuated inversion recoverySegmentationMedicineStroke (engine)DiceMagnetic resonance imagingArtificial intelligenceRadiologyComputer scienceMathematicsStatisticsEngineeringMechanical engineeringAcute Ischemic Stroke ManagementMedical Imaging and AnalysisCerebrovascular and Carotid Artery Diseases