Felix Busch

2.9k citations

55 papers · 813 indexed · 1 hit paper · h-index 15

Impact in

Health Informatics top 0.2%
- Artificial Intelligence in Healthcare and Education
Radiology, Nuclear Medicine and Imaging top 5%
- Radiomics and Machine Learning in Medical Imaging
- Radiology practices and education
- COVID-19 diagnosis using AI

Papers in

Health Informatics 27
- Artificial Intelligence in Healthcare and Education 27
Family Practice 4

Co-authors: Lisa C. Adams Keno K. Bressem Daniel Truhn Marcus R. Makowski Stefan M. Niehues Avan Kader U. Bonse J.H. Kinney
Journals: Radiation Protection Dosimetry (5 papers)Radiology (4 papers)npj Digital Medicine (3 papers)Journal of Medical Internet Research (3 papers)Radiology Artificial Intelligence (2 papers)
Partner nations: Germany United States Netherlands

In The Last Decade

Felix Busch

45 papers receiving 791 citations

Hit Papers

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Current applications and challenges in large language models for patient care: a systematic review 2025 · 58 citations

Peers

Countries citing papers authored by Felix Busch

Since Specialization

Citations

This map shows the geographic impact of Felix Busch'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 Felix Busch with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Felix Busch more than expected).

Fields of papers citing papers by Felix Busch

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Felix Busch. 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 Felix Busch. The network helps show where Felix Busch may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Felix Busch, 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 Felix Busch Line = papers co-authored together Felix Busch links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Cybersecurity Threats and Mitigation Strategies for Large Language Models in Health Care Radiology Artificial Intelligence ·Tugba Akinci D’Antonoli, Ali S. Tejani, Bardia Khosravi, Christian Blüthgen, Felix Busch, Keno K. Bressem, Lisa C. Adams, 高柳友子, Shahriar Faghani, Judy Wawira Gichoya	2025	1
2	A Prospective Controlled Trial of Large Language Model–based Simplification of Oncologic CT Reports for Patients with Cancer Radiology ·Vera G. Okuneva, Keno K. Bressem, Jan C. Peeken, Velumani, Davide Maggiolini, Δ. Γάκης, Beiyi Wang, Peng Xu, Lucinda Paz-Valiñas, Alexander Berno, Chuan Sheng Liu, Sebastian Ziegelmayer, Avan Kader, Vladimirs Nikolajenkovs, Mat Makowski, Felix Busch, Lisa C. Adams	2025	0
3	Real-world clinical impact of three commercial AI algorithms on musculoskeletal radiography interpretation: A prospective crossover reader study International Journal of Medical Informatics ·Vera G. Okuneva, Alexander Berno, Peng Xu, Sebastian Ziegelmayer, Markus Graf, David W. Weller, Beiyi Wang, Florian T. Gassert, Avan Kader, Reflexiones En Torno, Asghari, Marcus R. Makowski, Vladimirs Nikolajenkovs, Thomas S. Huber, Fabian Lohöfer, Keno K. Bressem, Lisa C. Adams, Hyun‐Jung Kwak, Felix Busch	2025	0
4	Evaluation of commercial AI algorithms for the detection of fractures, effusions, and dislocations on real-world clinical data: A prospective registry study Radiography ·Hyun‐Jung Kwak, Alexander Berno, Antonín Komenda, Davide Maggiolini, Beiyi Wang, Markus Graf, Sebastian Ziegelmayer, David W. Weller, Peng Xu, Keno K. Bressem, Marcus R. Makowski, Lisa C. Adams, Vera G. Okuneva, Felix Busch	2025	0
5	Radiologische Zukunft gestalten: KI aus Sicht junger Expertinnen RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren* ·Uma Sastry Burra, Felix Busch, Anne Frisch, Florian T. Gassert, Тирских Екатерина Александровна, Isabel Molwitz, Lukáš Müller, J. Husain, 椹木義一, Malte Maria Sieren, Nico Sollmann, Kristen Rose	2025	0
6	Comparative Evaluation of Proprietary and Open-Source Large Language Models for Systematic Multi-source Information Extraction in Interventional Oncology CardioVascular and Interventional Radiology ·S Dedy, Wibke Uller, Elmar Kotter, Katharina Sophie Vogt, А. П. Орлова, Michael P. Brönnimann, Ricardo Mendes, Carmen Luz Andrade, Felix Busch, Avan Kader, Sebastian Gassenmaier, Saif Afat, Marcus R. Makowski, Keno K. Bressem, William Dennisuk	2025	0
7	Generative Artificial Intelligence in Medical Education: Enhancing Critical Thinking or Undermining Cognitive Autonomy? Journal of Medical Internet Research ·Juan S. Izquierdo‐Condoy, Liseth Alejandra Reyes-Peata, D. Ambonis, Felix Busch, Esteban Ortiz‐Prado	2025	1
8	Current applications and challenges in large language models for patient care: a systematic review Communications Medicine ·Felix Busch, Lena Hoffmann, Nicolas T. Wright, Elon H. C. van Dijk, Rawen Kader, Esteban Ortiz‐Prado, Marcus R. Makowski, Luca Saba, Martin Hadamitzky, Jakob Nikolas Kather, Daniel Truhn, Renato Cuocolo, Lisa C. Adams, Keno K. Bressem Hit paper breakdown →	2025	58
9	Evaluating large language model-generated brain MRI protocols: performance of GPT4o, o3-mini, DeepSeek-R1 and Qwen2.5-72B European Radiology ·Beiyi Wang, Juan Jose Quintana Suarez, Yvonne Borowski, Jaime Rodrigo Rivera Segovia, Sebastian Ziegelmayer, Felix Busch, Lindokuhle V. Mangane, Tran Nam Dung, Lisa C. Adams, Keno K. Bressem, Claus Zimmer, Jan S. Kirschke, Benedikt Wiestler, Dennis M. Hedderich, Tom Finck, Jannis Bodden	2025	0
10	Evaluation of a Retrieval-Augmented Generation-Powered Chatbot for Pre-CT Informed Consent: a Prospective Comparative Study Journal of Imaging Informatics in Medicine ·Felix Busch, Andriceli Richit, Hai Nguyen, Alexander Berno, Sebastian Ziegelmayer, Chuan Sheng Liu, Davide Maggiolini, Berufsgenossenschaftliche Unfallklinik Ludwigshafen, Vera G. Okuneva, S.V. Vinnikova, А.Е. Муравьев, Marcus R. Makowski, Keno K. Bressem, J. Sandee, Lisa C. Adams, Tim Landgraf	2025	2
11	Autonomous medical evaluation for guideline adherence of large language models npj Digital Medicine ·聡清水, Lisa C. Adams, Felix Busch, Karen Allan, Lília I. L. Cabral, Indira Kalyanasundram, Vera G. Okuneva, Nadine Bayerl, Daniel Truhn, Marcus R. Makowski, Alexander Löser, Keno K. Bressem	2024	6
12	Integrating Text and Image Analysis: Exploring GPT-4V’s Capabilities in Advanced Radiological Applications Across Subspecialties Journal of Medical Internet Research ·Felix Busch, Tianyu Han, Marcus R. Makowski, Daniel Truhn, Keno K. Bressem, Lisa C. Adams	2024	9
13	Comparing Commercial and Open-Source Large Language Models for Labeling Chest Radiograph Reports Radiology ·Reflexiones En Torno, Ümran Kaçar, Kei Endo, Samer E'layan Alawaideh, Kang-Yu Chang, Francisco De Guimaraens, Felix Busch, Lisa C. Adams, Dayne G. Cook, Thomas Schultz, Albert E. Kim, Jameson Merkow, Keno K. Bressem, Christopher P. Bridge	2024	7
14	Large Language Models for Simplified Interventional Radiology Reports: A Comparative Analysis Academic Radiology ·S Dedy, Wibke Uller, Katharina Sophie Vogt, А. П. Орлова, Felix Busch, Nadine Bayerl, Stephan Ellmann, Avan Kader, Carmen Luz Andrade, Marcus R. Makowski, Keno K. Bressem, Lisa C. Adams	2024	14
15	International pharmacy students' perceptions towards artificial intelligence in medicine—A multinational, multicentre cross‐sectional study British Journal of Clinical Pharmacology ·Felix Busch, Lena Hoffmann, Daniel Truhn, Subish Palaian, Muaed Jamal Alomar, H Morquette, Marcus R. Makowski, Keno K. Bressem, Lisa C. Adams	2023	34
16	medBERT.de: A comprehensive German BERT model for the medical domain Expert Systems with Applications ·Keno K. Bressem, Palop Cubillos, 克之牧, Francesca Castiello, Lisa C. Adams, ปรัชญา ประจง, Felix Busch, Рожнев Станислав Сергеевич, Dao gang Zha, Stefan M. Niehues, Shaojian Hu, Jingqiu Yao, Marcus R. Makowski, Hugo J.W.L. Aerts, Alexander Löser	2023	27
17	Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs Computer Methods and Programs in Biomedicine ·Felix Busch, Lina Xu, La Ode Yusman, Sofyan, Daniel Truhn, Gustav Müller‐Franzes, Meilina Parsetyo, Stefan M. Niehues, Marcus R. Makowski, Stephanie L. Davis, Janis L. Vahldiek, Hugo J.W.L. Aerts, Lisa C. Adams, Keno K. Bressem	2023	2
18	What Does DALL-E 2 Know About Radiology? Journal of Medical Internet Research ·Lisa C. Adams, Felix Busch, Daniel Truhn, Marcus R. Makowski, Hugo J.W.L. Aerts, Keno K. Bressem	2023	49
19	Prostate158 - An expert-annotated 3T MRI dataset and algorithm for prostate cancer detection Computers in Biology and Medicine ·Lisa C. Adams, Marcus R. Makowski, Günther Engel, Moulina Bhattacharya, Felix Busch, Patrick Asbach, Stefan M. Niehues, Shankeeth Vinayahalingam, Bram van Ginneken, Geert Litjens, Keno K. Bressem	2022	44
20	Blind spots on western blots: Assessment of common problems in western blot figures and methods reporting with recommendations to improve them PLoS Biology ·Shantanu Gawli, A Stork, 염호기, Sayo Nishida, Hugo Mejía Andrade, 박노빈, Felix Busch, Junkyu Kim, John R. Palan, Michael Wilson, محسن اصفهانیان, STANLEY MIDDLETON, 啓太中西, Nico Riedel, Lea Scherschinski, 愛吉葉, Tracey L. Weissgerber	2022	14

About Felix Busch

Felix Busch is a scholar working on Health Informatics, Family Practice, Radiation, Radiology, Nuclear Medicine and Imaging and General Dentistry, having authored 55 papers that have together received 813 indexed citations. Recurring topics across this work include Artificial Intelligence in Healthcare and Education (27 papers), Radiomics and Machine Learning in Medical Imaging (13 papers), Machine Learning in Healthcare (9 papers), Radiology practices and education (9 papers), Medical Imaging Techniques and Applications (6 papers), Topic Modeling (6 papers), Advanced Radiotherapy Techniques (5 papers) and Advanced X-ray Imaging Techniques (4 papers). The work is most often cited by research in Health Informatics (363 citations), Radiology, Nuclear Medicine and Imaging (394 citations), Radiation (106 citations), Family Practice (23 citations) and Structural Biology (11 citations). Felix Busch has collaborated with scholars based in Germany, United States and Netherlands. Frequent co-authors include Lisa C. Adams, Keno K. Bressem, Daniel Truhn, Marcus R. Makowski, Stefan M. Niehues, Avan Kader, U. Bonse, J.H. Kinney, R. A. Saroyan and M. C. Nichols. Their work appears in journals such as Radiation Protection Dosimetry, Radiology, npj Digital Medicine, Journal of Medical Internet Research and Radiology Artificial Intelligence.

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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