Ivana Isgum

Full Professor, ACS - Atherosclerosis & ischemic syndromes Full Professor, ACS - Heart failure & arrhythmias Full Professor, ANS - Brain Imaging Full Professor, APH - Digital Health Full Professor, Biomedical Engineering and Physics Full Professor, Radiology and Nuclear Medicine

Specialization

Medical Image Analysis

Focus of research

Artificial intelligence in imaging / cardiovascular:
Research is focused on development of AI methods for analysis of medical images to enable automatic patient risk profiling, diagnosis and prognosis, mainly applied to cardiovascular disease.

Amsterdam Neuroscience

Ivana Isgum

Specialization

Focus of research

Automatic segmentation of MR brain images of preterm infants using supervised classification

Generative adversarial networks for noise reduction in low-dose CT

Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis

BabyNet＋＋: Fetal birth weight prediction using biometry multimodal data acquired less than 24 hours before delivery

Deep learning for estimation of fetal weight throughout the pregnancy from fetal abdominal ultrasound

Spatio-temporal physics-informed learning: A novel approach to CT perfusion analysis in acute ischemic stroke