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2020 – today
- 2026
[i10]Fabian Gröger, Simone Lionetti
, Philippe Gottfrois, Álvaro González-Jiménez, Lea Habermacher, Labelling Consortium, Ludovic Amruthalingam, Matthew Groh, Marc Pouly, Alexander A. Navarini:
A Global Atlas of Digital Dermatology to Map Innovation and Disparities. CoRR abs/2601.00840 (2026)- 2025
- [j3]Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Alexander A. Navarini, Marc Pouly:
Robust T-Loss for medical image segmentation. Medical Image Anal. 105: 103735 (2025) - [j2]Seung Seog Han, Soo Ick Cho, Fabian Gröger, Alexander A. Navarini, Myoung Shin Kim, Dong Hun Lee, Ju Hee Lee, Jihee Kim, Chong Hyun Won, Kyung-Nam Bae, Jee-Bum Lee, Hyun-Sun Yoon, Sung Eun Chang, Seong Hwan Kim, Jung-Im Na, Cristian Navarrete-Dechent:
Planet-wide performance of a skin disease AI algorithm validated in Korea. npj Digit. Medicine 8(1) (2025) - [c10]Álvaro González-Jiménez, Simone Lionetti, Ludovic Amruthalingam, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini:
Is Hyperbolic Space All You Need for Medical Anomaly Detection? MICCAI (3) 2025: 312-322 - [i9]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, Matthew Groh, Alexander A. Navarini, Marc Pouly:
CleanPatrick: A Benchmark for Image Data Cleaning. CoRR abs/2505.11034 (2025) - [i8]Álvaro González-Jiménez, Simone Lionetti, Ludovic Amruthalingam, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini:
Is Hyperbolic Space All You Need for Medical Anomaly Detection? CoRR abs/2505.21228 (2025) - [i7]Simone Lionetti, Fabian Gröger, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Alexander A. Navarini, Marc Pouly:
Clinical Uncertainty Impacts Machine Learning Evaluations. CoRR abs/2509.22242 (2025) - 2024
- [c9]Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Alexander A. Navarini, Marc Pouly:
Hyperbolic Metric Learning for Visual Outlier Detection. ECCV Workshops (17) 2024: 327-344 - [c8]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, Mendrika Fifaliana Rakotoarisaona, Fahafahantsoa Rapelanoro Rabenja, Ibrahima Traoré, Alexander A. Navarini:
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa. MICCAI (3) 2024: 703-712 - [c7]Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Matthew Groh, Alexander A. Navarini, Marc Pouly:
Intrinsic Self-Supervision for Data Quality Audits. NeurIPS 2024 - [i6]Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini:
Hyperbolic Metric Learning for Visual Outlier Detection. CoRR abs/2403.15260 (2024) - [i5]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, Mendrika Fifaliana Rakotoarisaona, Fahafahantsoa Rapelanoro Rabenja, Ibrahima Traoré, Alexander A. Navarini:
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa. CoRR abs/2411.04584 (2024) - [i4]Fabian Gröger, Philippe Gottfrois, Ludovic Amruthalingam, Álvaro González-Jiménez, Simone Lionetti, Luis R. Soenksen-Martinez, Alexander A. Navarini, Marc Pouly:
Towards Scalable Foundation Models for Digital Dermatology. CoRR abs/2411.05514 (2024) - 2023
- [c6]Álvaro González-Jiménez, Simone Lionetti, Marc Pouly, Alexander A. Navarini:
SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology. CVPR Workshops 2023: 2988-2994 - [c5]Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini:
Robust T-Loss for Medical Image Segmentation. MICCAI (3) 2023: 714-724 - [c4]Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly:
Towards Reliable Dermatology Evaluation Benchmarks. ML4H@NeurIPS 2023: 101-128 - [i3]Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Labelling Consortium, Matthew Groh, Alexander A. Navarini, Marc Pouly:
SelfClean: A Self-Supervised Data Cleaning Strategy. CoRR abs/2305.17048 (2023) - [i2]Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini:
Robust T-Loss for Medical Image Segmentation. CoRR abs/2306.00753 (2023) - [i1]Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly:
Towards Reliable Dermatology Evaluation Benchmarks. CoRR abs/2309.06961 (2023) - 2022
- [j1]Yakub A. Bayhaqi, Arsham Hamidi, Ferda Canbaz, Alexander A. Navarini, Philippe C. Cattin, Azhar Zam:
Deep-Learning-Based Fast Optical Coherence Tomography (OCT) Image Denoising for Smart Laser Osteotomy. IEEE Trans. Medical Imaging 41(10): 2615-2628 (2022) - 2020
- [c3]Fabian Furger, Ludovic Amruthalingam, Alexander A. Navarini, Marc Pouly:
Applications of Generative Adversarial Networks to Dermatologic Imaging. ANNPR 2020: 187-199
2010 – 2019
- 2017
- [c2]Stefan Schnürle, Marc Pouly, Tim vor der Brück, Alexander A. Navarini, Thomas Koller:
On using Support Vector Machines for the Detection and Quantification of Hand Eczema. ICAART (2) 2017: 75-84 - 2014
- [c1]Christoph Suter, Alexander A. Navarini, Marc Pouly, Ruedi Arnold, Florian S. Gutzwiller, René Meier, Thomas Koller:
Detection and Quantification of Hand Eczema by Visible Spectrum Skin Pattern Analysis. ECAI 2014: 1101-1102
Coauthor Index
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