Evidence

Discover our clinical studies and publications

Browse peer-reviewed publications and real-world studies showing how AI tools are applied across radiology workflows.

Implementing Artificial Intelligence for Emergency Radiology Impacts Physicians' Knowledge and Perception A Prospective Pre- and Post-Analysis

Authors: Hoppe, Boj Friedrich MD; Rueckel, Johannes MD; Dikhtyar, Yevgeniy MD; Heimer, Maurice MD; Fink, Nicola MD; Sabel, Bastian Oliver MD; Ricke, Jens MD; Rudolph, Jan MD; Cyran, Clemens C. MD

Journal: Investigative Radiology

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Differentially Private Active Learning: Balancing Effective Data Selection and Privacy

Author(s): Kristian Schwethelm, Johannes Kaiser, Jonas Kuntzer, Mehmet Yigitsoy, Daniel Rueckert, Georgios Kaissis

Journal: IEEE SaTML 2025

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Simulation of acquisition shifts in T2 Flair MR images to stress test AI segmentation networks

Author(s): Christiane Posselt, Mehmet Yigit Avci, Mehmet Yigitsoy, Patrick Schünke, Christoph Kolbitsch, Tobias Schäffter, Stefanie Remmele

Journal: SPIE Journal of Medical Imaging

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Novel concept for systematic testing of AI models for MRI acquisition shifts with simulated data

Author(s): Christiane Posselt, Edith Gramotke, Abhijeet Parida, Mehmet Yigitsoy, Stefanie Remmele

Journal: SPIE Medical Imaging 2023

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Longitudinal assessment of multiple sclerosis lesion load with synthetic magnetic resonance imaging—a multicenter validation study

Author(s): Sarah Schlaeger, Hongwei Bran Li, Thomas Baum, Claus Zimmer, Julia Moosbauer, Sebastian Byas, Mark Mühlau, Benedikt Wiestler, Tom Finck

Journal: Investigative Radiology

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Automated Detection of Ischemic Stroke and Subsequent Patient Triage in Routinely Acquired Head CT

Author(s): Tom Finck, David Schinz, Lioba Grundl, Rami Eisawy, Mehmet Yiğitsoy, Julia Moosbauer, Claus Zimmer, Franz Pfister, Benedikt Wiestler

Journal: Clinical Neuroradiology

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Faster and Better: How Anomaly Detection Can Accelerate and Improve Reporting of Head Computed Tomography

Author(s): Tom Finck, Julia Moosbauer, Monika Probst, Sarah Schlaeger, Madeleine Schuberth, David Schinz, Mehmet Yiğitsoy, Sebastian Byas, Claus Zimmer, Franz Pfister, Benedikt Wiestler

Journal: Diagnostics

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Automated pathology detection and patient triage in routinely acquired head computed tomography scans

Author(s): Tom Finck, David Schinz, Lioba Grundl, Rami Eisawy, Mehmet Yigitsoy, Julia Moosbauer, Franz Pfister, Benedikt Wiestler

Journal: Investigative Radiology

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