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F

Felix J. Dorfner

mass general brigham

7H-index
20Paper Count
189Citation Count
Published Papers 11
Publication Date
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Towards Early Detection: AI-Based Five-Year Forecasting of Breast Cancer Risk Using Digital Breast Tomosynthesis Imaging
errARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025
IF0
err2026-01-01
err0
PREAI
errDorster, Manon A.; Dorfner, Felix J.; Cleveland, Mason C.; Guelen, Melisa S.; Patel, Jay; Daye, Dania; Thiran, Jean -Philippe; Kim, Albert E.; Bridges, Christopher P.
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errSave
Segmenting Whole-Body MRI and CT for Multiorgan Anatomic Structure Delineation
errRADIOLOGY-ARTIFICIAL INTELLIGENCE
IF13.2
err2025-11-01
err3
PREAI
errHantze, Hartmut; Xu, Lina; Mertens, Christian J.; Dorfner, Felix J.; Donle, Leonhard; Busch, Felix; Kader, Avan; Ziegelmayer, Sebastian; Bayerl, Nadine; Navab, Nassir; Rueckert, Daniel; Schnabel, Julia; Aerts, Hugo J. W. L.; Truhn, Daniel; Bamberg, Fabian; Weiss, Jakob; Schlett, Christopher L.; Ringhof, Steffen; Niendorf, Thoralf; Pischon, Tobias; Kauczor, Hans-Ulrich; Nonnenmacher, Tobias; Kroncke, Thomas; Volzke, Henry; Schulz-Menger, Jeanette; Maier-Hein, Klaus; Hering, Alessa; Prokop, Mathias; Van Ginneken, Bram; Makowski, Marcus R.; Adams, Lisa C.; Bressem, Keno K.
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errSave
MRI annotation using an inversion-based preprocessing for CT model adaptation
errEuropean Radiology Experimental
IF3.6
err2025-09-19
err0
errOAAI
errHartmut Häntze; Lina Xu; Maximilian Nikolas Rattunde; Leonhard Donle; Felix J. Dorfner; Alessa Hering; Jawed Nawabi; Lisa C. Adams; Keno K. Bressem
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errSave
Real-world clinical impact of three commercial AI algorithms on musculoskeletal radiography interpretation: A prospective crossover reader study
errInternational Journal of Medical Informatics
IF4.1
err2025-09-17
err0
PREAI
errPhilipp Prucker; Tristan Lemke; Christian J. Mertens; Sebastian Ziegelmayer; Markus M. Graf; Dominik Weller; Su Hwan Kim; Florian T. Gassert; Avan Kader; Felix J. Dorfner; Aymen Meddeb; Marcus R. Makowski; Jacqueline Lammert; Thomas Huber; Fabian Lohöfer; Keno K. Bressem; Lisa C. Adams; Ina Luiken; Felix Busch
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errSave
Privacy-Preserving Generation of Structured Lymphoma Progression Reports from Cross-sectional Imaging: A Comparative Analysis of Llama 3.3 and Llama 4
errJournal of Imaging Informatics in Medicine
IF0
err2025-07-25
err0
errOAAI
errPhilipp Prucker; Keno K. Bressem; Su Hwan Kim; Dominik Weller; Avan Kader; Felix J. Dorfner; Sebastian Ziegelmayer; Markus M. Graf; Tristan Lemke; Florian Gassert; Elif Can; Aymen Meddeb; Daniel Truhn; Martin Hadamitzky; Marcus R. Makowski; Lisa C. Adams; Felix Busch
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errSave
Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-04-07
err1
PREAI
errDorfner, Felix J.; Dada, Amin; Makowski, Marcus R.; Han, Tianyu; Truhn, Daniel; Kleesiek, Jens; Adams, Lisa C.; Bressem, Keno K.
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errSave
A review of deep learning for brain tumor analysis in MRI
errNPJ PRECISION ONCOLOGY
IF8
err2025-01-03
err0
errOAAI
errDorfner, Felix J.; Patel, Jay B.; Kalpathy-Cramer, Jayashree; Gerstner, Elizabeth R.; Bridge, Christopher P.
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errSave
Open-source Large Language Models can Generate Labels from Radiology Reports for Training Convolutional Neural Networks
errACADEMIC RADIOLOGY
IF3.9
err2025-01-01
err0
errOAAI
errAl Mohamad, F; Donle, L; Dorfner, F; Romanescu, L; Drechsler, K; Wattjes, MP; Nawabi, J; Makowski, MR; Haentze, H; Adams, L; Xu, LA; Busch, F; Meddeb, A; Bressem, KK
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errSave
Anatomy-centred deep learning improves generalisability and progression prediction in radiographic sacroiliitis detection
errRMD OPEN
IF4.7
err2024-12-23
err1
errOAAI
errDorfner, Felix J.; Vahldiek, Janis L.; Zhukov, Andrei; Xu, Lina; Haentze, Hartmut; Makowski, Marcus R.; Aerts, Hugo J. W. L.; Rademacher, Judith; Protopopov, Mikhail; Haibel, Hildrun; Hermann, Kay-Geert; Diekhoff, Torsten; Adams, Lisa C.; Torgutalp, Murat; Bressem, Keno K.
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errSave
Comparing Commercial and Open-Source Large Language Models for Labeling Chest Radiograph Reports
errRADIOLOGY
IF15.2
err2024-10-01
err0
PREAI
errDorfner, Felix J.; Juergensen, Liv; Donle, Leonhard; Al Mohamad, Fares; Bodenmann, Tobias R.; Cleveland, Mason C.; Busch, Felix; Adams, Lisa C.; Sato, James; Schultz, Thomas; Kim, Albert E.; Merkow, Jameson; Bressem, Keno K.; Bridge, Christopher P.
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errSave
Llama 3 Challenges Proprietary State-of-the-Art Large Language Models in Radiology Board-style Examination Questions
errRADIOLOGY
IF15.2
err2024-08-01
err2
PREAI
errAdams, Lisa C.; Truhn, Daniel; Busch, Felix; Dorfner, Felix; Nawabi, Jawed; Makowski, Marcus R.; Bressem, Keno K.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
H
Henry Völzke
H-index: 148 · Papers: 1.5K
D
Daniel Rueckert
H-index: 132 · Papers: 1.5K
B
Bram van Ginneken
H-index: 106 · Papers: 696
N
Nassir Navab
H-index: 100 · Papers: 2.0K
T
Tobias Pischon
H-index: 96 · Papers: 511
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