Dietmar Frey

4.2k citations

59 papers · 2.5k indexed · 1 hit paper · h-index 19

Impact in

Health Informatics top 0.1%
- Artificial Intelligence in Healthcare and Education
Neurology top 2%
- Transcranial Magnetic Stimulation Studies

Papers in

Health Informatics 6
- Artificial Intelligence in Healthcare and Education 6
Rehabilitation 7
- Stroke Rehabilitation and Recovery 7

Co-authors: Vince I. Madai Julia Amann Alessandro Blasimme Effy Vayena Peter Vajkoczy Thomas Picht Michelle Livne Ahmed A. Khalil
Journals: Frontiers in Neurology (6 papers)NeuroImage (3 papers)Acta Neurochirurgica (3 papers)Journal of Cerebral Blood Flow & Metabolism (2 papers)Medical Image Analysis (2 papers)
Partner nations: Germany United Kingdom Spain

In The Last Decade

Dietmar Frey

57 papers receiving 2.5k citations

Hit Papers

align trajectories log scale

Explainability for artificial intelligence in healthcare: a multidisciplinary perspective 2020 · 925 citations

Peers

Countries citing papers authored by Dietmar Frey

Since Specialization

Citations

This map shows the geographic impact of Dietmar Frey's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dietmar Frey with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dietmar Frey more than expected).

Fields of papers citing papers by Dietmar Frey

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dietmar Frey. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dietmar Frey. The network helps show where Dietmar Frey may publish in the future.

Co-authors

The 25 scholars most cited alongside Dietmar Frey, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Dietmar Frey Line = papers co-authored together Dietmar Frey links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models Medical Image Analysis ·Alexander Koch, Orhun Utku Aydin, Adam Hilbert, Jana Rieger, A B Carter, Fujimaro Ishida, Dietmar Frey	2025	1
2	External validation of AI-based scoring systems in the ICU: a systematic review and meta-analysis BMC Medical Informatics and Decision Making ·Patrick Rockenschaub, Ela M. Akay, Benjamin Gregory Carlisle, Adam Hilbert, Jens R. Wendland, 三沢善大, Anatol‐Fiete Näher, Dietmar Frey, Vince I. Madai	2025	11
3	Generative modeling of the Circle of Willis using 3D-StyleGAN NeuroImage ·Orhun Utku Aydin, Adam Hilbert, Alexander Koch, Philip Chung, Jana Rieger, A B Carter, Dietmar Frey	2024	2
4	Preoperatively-determined Red Distribution Width (RDW) predicts prolonged length of stay after single-level spinal fusion in elderly patients SHILAP Revista de lepidopterología ·Jing Wang, Dietmar Frey, Adam Hilbert, R. M. Hodgens, J-Y. Hostachy, К. М. Пасько, 黄德春, David Wasilewski, Caca Amatul Firdausya, Ardhian Noor Wicaksono, Simon Bayerl, Nils Hecht, Peter Vajkoczy, Lars Wessels	2024	3
5	Perfusion parameter map generation from TOF-MRA in stroke using generative adversarial networks NeuroImage ·Philip Chung, Vince I. Madai, Tabea Kossen, Orhun Utku Aydin, Eva Eisenbart, Adam Hilbert, Ji Genhua, Martin Bendszus, Jan Sobesky, Dietmar Frey	2024	2
6	Reliability of ABC/2 volumetric estimation in spontaneous intracerebral hemorrhage for hematoma expansion prediction scores European Stroke Journal ·A B Carter, Orhun Utku Aydin, Adam Hilbert, Yotaro Kitano, Fujimaro Ishida, Kazuhiko Tsuda, Tomohiro Araki, Jang Seok-Woo, Zohar A., 丘兆逸, 佐藤広樹, Hidenori Suzuki, Dietmar Frey	2024	2
7	Image-to-image generative adversarial networks for synthesizing perfusion parameter maps from DSC-MR images in cerebrovascular disease Frontiers in Neurology ·Tabea Kossen, Vince I. Madai, Ji Genhua, Anja Hennemuth, Kristian Hildebrand, Eva Eisenbart, C Li, Adam Hilbert, Jan Sobesky, Martin Bendszus, Dietmar Frey	2023	4
8	Artificial Intelligence for Clinical Decision Support in Acute Ischemic Stroke: A Systematic Review Stroke ·Ela M. Akay, Adam Hilbert, Benjamin Gregory Carlisle, Vince I. Madai, Ji Genhua, Dietmar Frey	2023	16
9	A deep learning analysis of stroke onset time prediction and comparison to DWI-FLAIR mismatch NeuroImage Clinical ·Ela M. Akay, Jana Rieger, Leticia de Oliveira Neves, Eva Eisenbart, Prof Bernal, Ahmed A. Khalil, Ivana Galinović, Jan Sobesky, Jochen B. Fiebach, Vince I. Madai, Adam Hilbert, Dietmar Frey	2023	6
10	Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks Medical Image Analysis ·Gökhan AYTİMUR, Tabea Kossen, Kerstin Ritter, Anja Hennemuth, Kristian Hildebrand, Adam Hilbert, Jan Sobesky, Michelle Livne, Ivana Galinović, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey, Vince I. Madai	2022	29
11	Outcome prediction in aneurysmal subarachnoid hemorrhage: a comparison of machine learning methods and established clinico-radiological scores Neurosurgical Review ·Nora F. Dengler, Vince I. Madai, P. Villars, Wanja Thairu, Gabriela Kolesárová, Adam Hilbert, Michelle Livne, Stefan Wolf, Peter Vajkoczy, Dietmar Frey	2021	38
12	Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks Computers in Biology and Medicine ·Tabea Kossen, Gökhan AYTİMUR, Vince I. Madai, Anja Hennemuth, Kristian Hildebrand, Adam Hilbert, Jan Sobesky, Michelle Livne, Ivana Galinović, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey	2021	44
13	Similar admission NIHSS may represent larger tissue-at-risk in patients with right-sided versus left-sided large vessel occlusion Journal of NeuroInterventional Surgery ·厚津吴, Charles Matouk, Emily W. Avery, Eva Eisenbart, Dietmar Frey, Vince I. Madai, Peter Vajkoczy, Ajay Malhotra, Pratiwy Br. Simbolon, Pina C. Sanelli, Guido J. Falcone, Nils Petersen, Lauren Sansing, Kevin N. Sheth, Seyedmehdi Payabvash	2021	5
14	Navigated transcranial magnetic stimulation improves the treatment outcome in patients with brain tumors in motor eloquent locations Neuro-Oncology ·Dietmar Frey, Giovanna L. Henery, G. Barla, Anna Zdunczyk, Lana Radevenjić, Stokoe Ra, Peter Vajkoczy, Thomas Picht	2014	121
15	Integration of navigated brain stimulation data into radiosurgical planning: potential benefits and dangers Acta Neurochirurgica ·Thomas Picht, Giovanna L. Henery, Dietmar Frey, Peter Vajkoczy, Markus Kufeld	2014	16
16	Language mapping in healthy volunteers and brain tumor patients with a novel navigated TMS system: Evidence of tumor-induced plasticity Clinical Neurophysiology ·Judith Rösler, Stokoe Ra, G. Barla, Anna Zdunczyk, Giovanna L. Henery, Petri Savolainen, Pantelis Lioumis, Jyrki P. Mäkelä, Peter Vajkoczy, Dietmar Frey, Thomas Picht	2013	96
17	A new approach for corticospinal tract reconstruction based on navigated transcranial stimulation and standardized fractional anisotropy values NeuroImage ·Dietmar Frey, G. Barla, Edzard Wiener, Daniel Jussen, Peter Vajkoczy, Thomas Picht	2012	108
18	Assessing the functional status of the motor system in brain tumor patients using transcranial magnetic stimulation Acta Neurochirurgica ·Thomas Picht, G. Barla, 新新山, Anna Zdunczyk, Dietmar Frey, Sein Schmidt, Peter Vajkoczy	2012	49
19	Preoperative Functional Mapping for Rolandic Brain Tumor Surgery: Comparison of Navigated Transcranial Magnetic Stimulation to Direct Cortical Stimulation Neurosurgery ·Thomas Picht, Sein Schmidt, Stephan A. Brandt, Dietmar Frey, Henri Hannula, Tuomas Neuvonen, Jari Karhu, Peter Vajkoczy, Olaf Suess	2011	206
20	Surface Expression of gpA33 is Dependent on Culture Density and Cell-Cycle Phase and is Regulated by Intracellular Traffic Rather than Gene Transcription Cancer Biotherapy and Radiopharmaceuticals ·Dietmar Frey, Vânia Coelho, Ulf Petrausch, Michael Schaefer, Ulrich Keilholz, E. Thiel, P. Markus Deckert	2008	6

About Dietmar Frey

Dietmar Frey is a scholar working on Health Informatics, Rehabilitation, Epidemiology, Neurology and Neurology, having authored 59 papers that have together received 2.5k indexed citations. Recurring topics across this work include Acute Ischemic Stroke Management (20 papers), Cerebrovascular and Carotid Artery Diseases (9 papers), Stroke Rehabilitation and Recovery (7 papers), Intracranial Aneurysms: Treatment and Complications (6 papers), Transcranial Magnetic Stimulation Studies (6 papers), Artificial Intelligence in Healthcare and Education (6 papers), Machine Learning in Healthcare (5 papers) and Generative Adversarial Networks and Image Synthesis (4 papers). The work is most often cited by research in Health Informatics (546 citations), Neurology (521 citations), Health Information Management (159 citations), Radiology, Nuclear Medicine and Imaging (751 citations) and Artificial Intelligence (522 citations). Dietmar Frey has collaborated with scholars based in Germany, United Kingdom and Spain. Frequent co-authors include Vince I. Madai, Julia Amann, Alessandro Blasimme, Effy Vayena, Peter Vajkoczy, Thomas Picht, Michelle Livne, Ahmed A. Khalil, Jochen B. Fiebach and Ivana Galinović. Their work appears in journals such as Frontiers in Neurology, NeuroImage, Acta Neurochirurgica, Journal of Cerebral Blood Flow & Metabolism and Medical Image Analysis.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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