Ivan Petrović, MD
Department of Biomedical Imaging and Image-guided Therapy, Department of Neurology
Position: PHD Student
ORCID: 0009-0006-0409-3701
ivan.a.petrovic@meduniwien.ac.at
Keywords
Epilepsy; Neuroimaging; Neurology; Stroke
Research group(s)
- High Field Magnetic Resonance Imaging and Spectroscopy
Research Area: musculoskeletal MR; neuroimaging; metabolic MR imaging and spectroscopy
Members: - Epilepsy-Monitoring-Unit
Members: - Molecular Magnetic Resonance Imaging
Head: Wolfgang Bogner
Research Area: Development and clinical evaluation of Molecular Magnetic Resonance Imaging techniques at high (3T) and ultra-high (7T) human whole-body MR scanners
Members:
Research interests
My research focuses on elucidating metabolic and microstructural alterations underlying epilepsy using advanced neuroimaging techniques. I am particularly interested in Deuterium Metabolic Imaging (DMI) and Quantitative Susceptibility Mapping (QSM) to investigate cerebral metabolism, oxidative stress, and tissue composition in patients with focal epilepsy.
Selected publications
- Petrović, I. et al. (2024) ‘Predictors of In-Hospital Mortality after Thrombectomy in Anterior Circulation Large Vessel Occlusion: A Retrospective, Machine Learning Study’, Diagnostics, 14(14), p. 1531. Available at: https://doi.org/10.3390/diagnostics14141531.
- Petrović, I. et al. (2025) ‘Dynamic, Interpretable, Machine Learning–Based Outcome Prediction as a New Emerging Opportunity in Acute Ischemic Stroke Patient Care: A Proof‐of‐Concept Study’, Stroke Research and Treatment. Edited by A. Olcay, 2025(1). Available at: https://doi.org/10.1155/srat/3561616.
- Leitinger, M. et al. (2024) ‘Multiple intracerebral hematomas during <scp>SEEG</scp> recording and intradural hemorrhage after spinal tap: A case report prompting more research on collagen <scp>IV</scp> gene mutation and oral nicotine consumption as risk factors’, Epilepsia Open, 10(1), pp. 329–335. Available at: https://doi.org/10.1002/epi4.13102.
- Milosavljević, I. et al. (2025) ‘Facilitators, barriers, and insights using an HFA‐PEFF‐based clinical decision support system: A proof‐of‐concept study’, ESC Heart Failure, 12(5), pp. 3655–3666. Available at: https://doi.org/10.1002/ehf2.15397.
- Sič, A. et al. (2025) ‘The Association of MicroRNA-21 with Carotid Artery Disease and Ischemic Stroke: From Pathophysiology to Clinical Implications and Potential Therapy’, Medical Sciences, 13(3), p. 172. Available at: https://doi.org/10.3390/medsci13030172.