A regression framework to head-circumference delineation from US fetal images
Maria Chiara Fiorentino, Sara Moccia, Morris Capparuccini, Sara Giamberini, Emanuele Frontoni
Topics & Concepts
Convolutional neural networkArtificial intelligenceComputer scienceRegressionFetal headSegmentationPattern recognition (psychology)Transfer of learningDeep learningTask (project management)Similarity (geometry)Head (geology)Sørensen–Dice coefficientMachine learningImage (mathematics)Image segmentationStatisticsMathematicsFetusEconomicsGeologyBiologyGeneticsManagementGeomorphologyPregnancyFetal and Pediatric Neurological DisordersNeonatal and fetal brain pathologyPrenatal Screening and Diagnostics