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Fabio Hellmann
Fabio Hellmann
Chair of Human-Centered Artificial Intelligence, University of Augsburg
Verified email at uni-a.de - Homepage
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Cited by
Year
Improving deep facial phenotyping for ultra-rare disorder verification using model ensembles
A Hustinx, F Hellmann, Ö Sümer, B Javanmardi, E André, P Krawitz, ...
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023
162023
Ganonymization: A gan-based face anonymization framework for preserving emotional expressions
F Hellmann, S Mertes, M Benouis, A Hustinx, TC Hsieh, C Conati, ...
ACM Transactions on Multimedia Computing, Communications and Applications, 2024
102024
Few-shot meta-learning for recognizing facial phenotypes of genetic disorders
Ö Sümer, F Hellmann, A Hustinx, TC Hsieh, E André, P Krawitz
Caring is Sharing–Exploiting the Value in Data for Health and Innovation …, 2023
72023
Deformable dilated faster R-CNN for universal lesion detection in CT images
F Hellmann, Z Ren, E André, BW Schuller
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
62021
Comparison of clinical geneticist and computer visual attention in assessing genetic conditions
D Duong, AR Johny, S Ledgister Hanchard, C Fortney, K Flaharty, ...
PLoS genetics 20 (2), e1011168, 2024
4*2024
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data
LH Boulogne, J Lorenz, D Kienzle, R Schön, K Ludwig, R Lienhart, ...
Medical Image Analysis, 103230, 2024
32024
Approximating facial expression effects on diagnostic accuracy via generative AI in medical genetics
T Patel, AA Othman, Ö Sümer, F Hellman, P Krawitz, E André, ME Ripper, ...
Bioinformatics 40 (Supplement_1), i110-i118, 2024
22024
GestaltGAN: Synthetic photorealistic portraits of individuals with rare genetic disorders
A Kirchhoff, A Hustinx, B Javanmardi, TC Hsieh, F Brand, F Hellmann, ...
European Journal of Human Genetics, 1-6, 2025
12025
Towards automated COVID-19 presence and severity classification
D Müller, S Mertes, N Schroeter, F Hellmann, M Elia, B Bauer, W Reif, ...
Caring is Sharing–Exploiting the Value in Data for Health and Innovation …, 2023
12023
Face Mesh Detection and Annotation for Genetic Disorders with Facial Phenotypes
EA Fabio Hellmann, Marc Lorenz, Leonhard Okrusch, Dominik Schiller, Tobias ...
European Journal of Human Genetics 32 (S2), 1231-1841, 2024
2024
GestaltGAN: Synthetic photorealistic portraits of individuals with rare genetic disorders
P Krawitz, A Hustinx, B Javanmardi, TC Hsieh, F Brand, F Hellmann, ...
2024
More Than Noise: Assessing the Viscosity of Food Products Based on Sound Emission
D Schiller, S Mertes, M Achzet, F Hellmann, R Schlagowski, E André
International Conference on Deep Learning Theory and Applications, 210-218, 2024
2024
Anonymization of Faces: Technical and Legal Perspectives
F Hellmann, E André, M Benouis, B Buchner, S Mertes
Datenschutz und Datensicherheit-DuD 48 (6), 364-367, 2024
2024
NFB-03. Neurological manifestations in children and adolescents with Neurofibromatosis type 1-Implications for management and surveillance
D Angelova-Toshkina, J Holzapfel, S Bette, J Decker, F Hellmann, ...
Neuro-Oncology 24 (Supplement_1), i128-i128, 2022
2022
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