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 | 15 | 2023 |
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 | 6 | 2024 |
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 | 6 | 2023 |
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 | 6 | 2021 |
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 | 2* | 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 | 1 | 2024 |
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 | 1 | 2023 |
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 |
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 | | 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 |