Detection and Quantification of Hand Eczema by Visible Spectrum Skin Pattern Analysis. - Christoph Suter; Alexander A. Navarini; Marc Pouly; Ruedi Arnold; Florian S. Gutzwiller; René Meier; Thomas Koller (ECAI, 2014)

On using Support Vector Machines for the Detection and Quantification of Hand Eczema. - Stefan Schnürle; Marc Pouly; Tim vor der Brück; Alexander A. Navarini; Thomas Koller (ICAART (2), 2017)

Applications of Generative Adversarial Networks to Dermatologic Imaging. - Fabian Furger; Ludovic Amruthalingam; Alexander A. Navarini; Marc Pouly (ANNPR, 2020)

Deep-Learning-Based Fast Optical Coherence Tomography (OCT) Image Denoising for Smart Laser Osteotomy. - Yakub A. Bayhaqi; Arsham Hamidi; Ferda Canbaz; Alexander A. Navarini; Philippe C. Cattin; Azhar Zam (IEEE Trans. Medical Imaging, 2022)

SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology. - Álvaro González-Jiménez; Simone Lionetti; Marc Pouly; Alexander A. Navarini (CVPR Workshops, 2023)

Towards Reliable Dermatology Evaluation Benchmarks. - Fabian Gröger; Simone Lionetti; Philippe Gottfrois; Álvaro González-Jiménez; Matthew Groh; Roxana Daneshjou; Labelling Consortium; Alexander A. Navarini; Marc Pouly (ML4H@NeurIPS, 2023)

SelfClean: A Self-Supervised Data Cleaning Strategy. - Fabian Gröger; Simone Lionetti; Philippe Gottfrois; Álvaro González-Jiménez; Ludovic Amruthalingam; Labelling Consortium; Matthew Groh; Alexander A. Navarini; Marc Pouly (CoRR, 2023)

Hyperbolic Metric Learning for Visual Outlier Detection. - Álvaro González-Jiménez; Simone Lionetti; Dena Bazazian; Philippe Gottfrois; Fabian Gröger; Alexander A. Navarini; Marc Pouly (ECCV Workshops (17), 2024)

PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa. - Philippe Gottfrois; Fabian Gröger; Faly Herizo Andriambololoniaina; Ludovic Amruthalingam; Álvaro González-Jiménez; Christophe Hsu; Agnes Kessy; Simone Lionetti; Daudi Mavura; Wingston Ng'ambi; Dingase Faith Ngongonda; Marc Pouly; et al. (MICCAI (3), 2024)

Intrinsic Self-Supervision for Data Quality Audits. - Fabian Gröger; Simone Lionetti; Philippe Gottfrois; Álvaro González-Jiménez; Ludovic Amruthalingam; Matthew Groh; Alexander A. Navarini; Marc Pouly (NeurIPS, 2024)

Towards Scalable Foundation Models for Digital Dermatology. - Fabian Gröger; Philippe Gottfrois; Ludovic Amruthalingam; Álvaro González-Jiménez; Simone Lionetti; Luis R. Soenksen-Martinez; Alexander A. Navarini; Marc Pouly (CoRR, 2024)

Robust T-Loss for medical image segmentation. - Álvaro González-Jiménez; Simone Lionetti; Philippe Gottfrois; Fabian Gröger; Alexander A. Navarini; Marc Pouly (Medical Image Anal., 2025)

CleanPatrick: A Benchmark for Image Data Cleaning. - Fabian Gröger; Simone Lionetti; Philippe Gottfrois; Álvaro González-Jiménez; Ludovic Amruthalingam; Elisabeth Victoria Goessinger; Hanna Lindemann; Marie Bargiela; Marie Hofbauer; Omar Badri; Philipp Tschandl; Arash Koochek; et al. (CoRR, 2025)

Is Hyperbolic Space All You Need for Medical Anomaly Detection? - Álvaro González-Jiménez; Simone Lionetti; Ludovic Amruthalingam; Philippe Gottfrois; Fabian Gröger; Marc Pouly; Alexander A. Navarini (CoRR, 2025)