Automated detection and segmentation of pulmonary embolisms on computed tomography pulmonary angiography (CTPA) using deep learning but without manual outlining
Jiantao Pu, Naciye Sinem Gezer, Shangsi Ren, Aylin Özgen Alpaydın, Emre Ruhat Avcı, Michael G. Risbano, Belinda Rivera‐Lebron, Stephen Y. Chan, Joseph K. Leader
Topics & Concepts
Sørensen–Dice coefficientPulmonary embolismArtificial intelligenceSegmentationThresholdingMedicinePulmonary angiographyCohen's kappaComputed tomography angiographyComputer scienceRadiologyComputed tomographyPattern recognition (psychology)Image segmentationMachine learningImage (mathematics)SurgeryVenous Thromboembolism Diagnosis and ManagementAcute Ischemic Stroke ManagementCardiac Imaging and Diagnostics