Search results for "Lleft and right ventricles"

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Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

2018

Delineation of the left ventricular cavity, myocardium, and right ventricle from cardiac magnetic resonance images (multi-slice 2-D cine MRI) is a common clinical task to establish diagnosis. The automation of the corresponding tasks has thus been the subject of intense research over the past decades. In this paper, we introduce the “Automatic Cardiac Diagnosis Challenge” dataset (ACDC), the largest publicly available and fully annotated dataset for the purpose of cardiac MRI (CMR) assessment. The dataset contains data from 150 multi-equipments CMRI recordings with reference measurements and classification from two medical experts. The overarching objective of this paper is to measure how f…

MaleDatabases FactualHeart DiseasesComputer science[SDV]Life Sciences [q-bio]Lleft and right ventricles030218 nuclear medicine & medical imagingTask (project management)Cardiac segmentation and diagnosis03 medical and health sciences0302 clinical medicineDeep LearningImage Interpretation Computer-AssistedmedicineMedical imagingHumansSegmentationElectrical and Electronic EngineeringRadiological and Ultrasound Technologymedicine.diagnostic_testbusiness.industryMyocardiumDeep learningMagnetic resonance imagingPattern recognitionHeartImage segmentationMagnetic Resonance ImagingComputer Science ApplicationsCardiac Imaging Techniquesmedicine.anatomical_structureVentricleFemaleArtificial intelligencebusinessCardiac magnetic resonanceLeft and right ventricles030217 neurology & neurosurgerySoftwareMRIIEEE transactions on medical imaging
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