(First- and Last Authorships only)

Intracranial haemorrhage without early clinical deterioration after mechanical thrombectomy: rethinking the "asymptomatic" label.

Riegler C, Nolte CH, von Rennenberg R, Bollweg K, Hahn M, Uphaus T, Alegiani A, Illies T, Wischmann J, Kellert L, Bernkopf K, Wunderlich S, Hennersdorf F, Poli S, Mann L, Keil F, Jamous A, Ernst MS, Bürkle F, Wiesmann M, Akkurt B, Faizy T, Audebert HJ, Wattjes MP, Siebert E, Nawabi J.

Eur Stroke J. 2026 Jan 1;11(1):aakaf009. doi: 10.1093/esj/aakaf009.

Comparing performance of seven fine-tuned open-source large language models in summarizing and predicting outcome-relevant information from mechanical thrombectomy reports in patients with acute ischemic stroke.

Eminovic S, Lindholz M, Dell'Orco A, Meddeb A, Baumgärtner GL, Schulze-Weddige S, Siebert E, Wattjes MP, Penzkofer T, Nawabi J.

Eur Radiol. 2025 Nov 17. doi: 10.1007/s00330-025-12122-x. Online ahead of print.

An Explainable AI Exploration of the Machine Learning Classification of Neoplastic Intracerebral Hemorrhage from Non-Contrast CT.

Schulze-Weddige S, Baumgärtner GL, Orth T, Tietze A, Scheel M, Wasilewski D, Wattjes MP, Hanning U, Kniep H, Penzkofer T, Nawabi J.

Cancers (Basel). 2025 Jul 29;17(15):2502. doi: 10.3390/cancers17152502.

Systematic review of commercial artificial intelligence tools for the detection and volume quantification in intracerebral hemorrhage.

Weissflog JS, Keller EJ, Neymeyer ML, Morotti A, Dowlatshahi D, Nawabi J.

Eur Radiol. 2025 Jul 24. doi: 10.1007/s00330-025-11834-4. Online ahead of print.

PMID: 40707730

Bayesian-Optimized Convolutional Neural Networks for Classifying Primary Tumor Origin of Brain Metastases from MRI.

Nawabi J, Eminovic S, Hartenstein A, Baumgaertner GL, Schnurbusch N, Rudolph M, Wasilewski D, Onken J, Siebert E, Wiener E, Bohner G, Dell'Orco A, Wattjes MP, Hamm B, Fehrenbach U, Penzkofer T.

Brain Sci. 2025 Apr 25;15(5):450. doi: 10.3390/brainsci15050450.

Cross-institutional automated multilabel segmentation for acute intracerebral hemorrhage, intraventricular hemorrhage, and perihematomal edema on CT.

Nawabi J, Baumgaertner GL, Schulze-Weddige S, Dell'Orco A, Morotti A, Mazzacane F, Kniep H, Schlunk F, Boehmer MFH, Akkurt BH, Orth T, Weissflog JS, Schumann M, Sporns PB, Scheel M, Hanning U, Fiehler J, Penzkofer T.

Radiol Adv. 2025 Mar 21;2(2):umaf012. doi: 10.1093/radadv/umaf012. eCollection 2025 Mar.

Evaluating local open-source large language models for data extraction from unstructured reports on mechanical thrombectomy in patients with ischemic stroke.

Meddeb A, Ebert P, Bressem KK, Desser D, Dell'Orco A, Bohner G, Kleine JF, Siebert E, Grauhan N, Brockmann MA, Othman A, Scheel M, Nawabi J.

J Neurointerv Surg. 2025 Jan 26:jnis-2024-022078. doi: 10.1136/jnis-2024-022078.

Optimizing Automated Hematoma Expansion Classification from Baseline and Follow-Up Head Computed Tomography.

Tran AT, Desser D, Zeevi T, Abou Karam G, Zietz J, Dell'Orco A, Chen MC, Malhotra A, Qureshi AI, Murthy SB, Majidi S, Falcone GJ, Sheth KN, Nawabi J*, Payabvash S*. *shared authorship

Appl Sci (Basel). 2025 Jan;15(1):111. doi: 10.3390/app15010111. 

Jawed Nawabi

Department of Neuroradiology, University Medial Center Hamburg-Eppendorf, Germany.
Department of Neuroradiology, University Hospital Freiburg, Germany.
Department of Neuroradiology, University Hospital Mannheim, Germany.
Department of Neurosurgery, University Hospital Dusseldorf, Germany.
Department Radiology, Technical University of Munich, Germany.

Department of Neurology, University Hospital Brescia, Italy.
Department of Neurology, University Hospital Pavia, Italy.
Department of Radiology, Columbia University Medical Center, New York, USA.
The QTIM Laboratory, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard University, USA.  

BIH Digital Health Accelerator
Horizon Europe 
Briya Ltd., Israel