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Sebastian Nowak

8PUBLICATIONS
28CO-AUTHORS
Natural language processingEnergy generation, conversion and storage (excl. chemical and electrical)Computational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)Recordkeeping informaticsDeep learning
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Journal

Publications (8)

Sort by Publication Date:
|Jun 16, 2026
Towards clinically interpretable machine learning in emergency surgery: feature importance and insights across clinical time points in abdominal pain cases.

|May 07, 2026
Opportunistic CT Fatty Muscle Fraction for Outcome Prediction in Patients Undergoing Transcatheter Mitral Valve Edge-to-Edge Repair.

|Oct 08, 2025
Fetal MRI deep learning segmentation of body and lung in congenital diaphragmatic hernia.

Leon M Bischoff, Sebastian Nowak, Maximilian Mader

|Jan 14, 2025
Privacy-ensuring Open-weights Large Language Models Are Competitive with Closed-weights GPT-4o in Extracting Chest Radiography Findings from Free-Text Reports.

Sebastian Nowak, Benjamin Wulff, Yannik C Layer

|Sep 30, 2024
Deep Learning Virtual Contrast-Enhanced T1 Mapping for Contrast-Free Myocardial Extracellular Volume Assessment.

Sebastian Nowak, Leon M Bischoff, Lenhard Pennig

|Nov 07, 2023
Development of image-based decision support systems utilizing information extracted from radiological free-text report databases with text-based transformers.

Sebastian Nowak, Helen Schneider, Yannik C Layer

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Frequent Collaborators

5 joint publications

Alois M Sprinkart

4 joint publications

Julian A Luetkens

4 joint publications

Alexander Isaak

4 joint publications

Maike Theis

4 joint publications

Daniel Kuetting

3 joint publications

Claus C Pieper

3 joint publications

Wolfgang Block

2 joint publications

Leon M Bischoff

2 joint publications

Ulrike I Attenberger

1 joint publications

Narine Mesropyan

Frequent Collaborators

5 joint publications

Alois M Sprinkart

4 joint publications

Julian A Luetkens

4 joint publications

Alexander Isaak

4 joint publications

Maike Theis