J. Halkoaho

ORCID: 0009-0007-8144-4330
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About
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Research Areas
  • Aortic aneurysm repair treatments
  • Cardiovascular Health and Disease Prevention
  • Renal and Vascular Pathologies

University of Helsinki
2024

Helsinki University Hospital
2024

AIM To explore the possibility of a neural network-based method for quantifying calcifications abdominal aorta and its branches. MATERIALS AND METHODS In total, 58 computed tomography (CT) angiography volumes were selected from dataset 609 to represent different stages sclerosis. The ground truth segmentations aorta, coeliac trunk, superior mesenteric artery, renal arteries, common iliac their delineated manually. Two V-Net ensemble models trained, one segmenting arteries interest another...

10.1016/j.crad.2024.01.023 article EN cc-by-nc-nd Clinical Radiology 2024-02-03
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