Deformable Dilated Faster R-CNN for Universal Lesion Detection in CT Images. - Fabio Hellmann; Zhao Ren; Elisabeth André; Björn W. Schuller (EMBC, 2021)

Towards Automated COVID-19 Presence and Severity Classification. - Dominik Müller; Silvan Mertes; Niklas Schröter; Fabio Hellmann; Miriam Elia; Bernhard Bauer 001; Wolfgang Reif; Elisabeth André; Frank Kramer 001 (MIE, 2023)

Few-Shot Meta-Learning for Recognizing Facial Phenotypes of Genetic Disorders. - Ömer Sümer; Fabio Hellmann; Alexander Hustinx; Tzung-Chien Hsieh; Elisabeth André; Peter M. Krawitz (MIE, 2023)

Improving Deep Facial Phenotyping for Ultra-rare Disorder Verification Using Model Ensembles. - Alexander Hustinx; Fabio Hellmann; Ömer Sümer; Behnam Javanmardi; Elisabeth André; Peter M. Krawitz; Tzung-Chien Hsieh (WACV, 2023)

More Than Noise: Assessing the Viscosity of Food Products Based on Sound Emission. - Dominik Schiller; Silvan Mertes; Marcel Achzet; Fabio Hellmann; Ruben Schlagowski; Elisabeth André (DeLTA (1), 2024)

Approximating facial expression effects on diagnostic accuracy via generative AI in medical genetics. - Tanviben Patel; Amna A. Othman; Ömer Sümer; Fabio Hellmann; Peter M. Krawitz; Elisabeth André; Molly E. Ripper; Chris Fortney; Susan Persky; Ping Hu; Cedrik Tekendo-Ngongang; Suzanna E. Ledgister Hanchard; et al. (Bioinform., 2024)

The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. - Luuk H. Boulogne; Julian Lorenz; Daniel Kienzle; Robin Schön; Katja Ludwig; Rainer Lienhart; Simon Jégou; Guang Li; Cong Chen; Qi Wang; Derik Shi; Mayug Maniparambil; et al. (Medical Image Anal., 2024)

Anonymization of Faces. - Fabio Hellmann; Elisabeth André; Mohamed Benouis; Benedikt Buchner; Silvan Mertes (Datenschutz und Datensicherheit (dud), 2024)

GANonymization: A GAN-Based Face Anonymization Framework for Preserving Emotional Expressions. - Fabio Hellmann; Silvan Mertes; Mohamed Benouis; Alexander Hustinx; Tzung-Chien Hsieh; Cristina Conati; Peter M. Krawitz; Elisabeth André (ACM Trans. Multim. Comput. Commun. Appl., 2025)