Ivana Isgum

ACS - Atherosclerosis and Aortic Disease ACS - Cardiomyopathy and Arrhythmia ANS - Brain Imaging APH - Digital Health Affiliatie UvA 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.

Latest publications

World of Forms: Deformable geometric templates for one-shot surface meshing in coronary CT angiography
van Herten, R. L. M., Lagogiannis, I., Wolterink, J. M., Bruns, S., Meulendijks, E. R., Dey, D., de Groot, J. R., Henriques, J. P., Planken, R. N., Saitta, S. & Išgum, I., 1 Jul 2025, In: Medical image analysis. 103, 103582.
Research output: Contribution to journal › Article* › Academic › peer-review
Comprehensive full-vessel segmentation and volumetric plaque quantification for intracoronary optical coherence tomography using deep learning
Volleberg, R. H. J. A., van der Waerden, R. G. A., Luttikholt, T. J., van der Zande, J. L., Cancian, P., Gu, X., Mol, J.-Q., Quax, S., Prokop, M., Sánchez, C. I., van Ginneken, B., Išgum, I., Thannhauser, J., Saitta, S., Nishimiya, K., Roleder, T. & van Royen, N., 1 May 2025, In: European heart journal. Digital health. 6, 3, p. 404-416 13 p.
Research output: Contribution to journal › Article* › Academic › peer-review
Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease
Gao, C., Kim, M. E., Ramadass, K., Kanakaraj, P., Krishnan, A. R., Saunders, A. M., Newlin, N. R., Lee, H. H., Yang, Q., Taylor, W. D., Boyd, B. D., Beason-Held, L. L., Resnick, S. M., Barnes, L. L., Bennett, D. A., Albert, M. S., van Schaik, K. D., Archer, D. B., Hohman, T. J. & Jefferson, A. L. & 10 others, Išgum, I., Moyer, D., Huo, Y., Schilling, K. G., Zuo, L., Bao, S., Mohd Khairi, N., Li, Z., Davatzikos, C. & Landman, B. A., 24 Apr 2025, In: Imaging Neuroscience. 3, imag_a_00552.
Research output: Contribution to journal › Article* › Academic › peer-review
All publications

Ivana Isgum

Specialization

Focus of research

World of Forms: Deformable geometric templates for one-shot surface meshing in coronary CT angiography

Comprehensive full-vessel segmentation and volumetric plaque quantification for intracoronary optical coherence tomography using deep learning

Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease

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