Alexander A. Navarini

23 papers A* 1A 1Journal 13Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Global Atlas of Digital Dermatology to Map Innovation and Disparities.
CoRR
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Lea Habermacher, Labelling Consortium, Ludovic Amruthalingam, Matthew Groh, Marc Pouly, Alexander A. Navarini
2025 J jnl
CleanPatrick: A Benchmark for Image Data Cleaning.
CoRR
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
2025 J jnl
Clinical Uncertainty Impacts Machine Learning Evaluations.
CoRR
Simone Lionetti, Fabian Gröger, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Alexander A. Navarini, Marc Pouly
2025 — conf
Is Hyperbolic Space All You Need for Medical Anomaly Detection?
MICCAI (3)
Álvaro González-Jiménez, Simone Lionetti, Ludovic Amruthalingam, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2025 J jnl
Is Hyperbolic Space All You Need for Medical Anomaly Detection?
CoRR
Álvaro González-Jiménez, Simone Lionetti, Ludovic Amruthalingam, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2025 J jnl
Planet-wide performance of a skin disease AI algorithm validated in Korea.
npj Digit. Medicine
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
2025 J jnl
Robust T-Loss for medical image segmentation.
Medical Image Anal.
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Alexander A. Navarini, Marc Pouly
2024 — conf
Hyperbolic Metric Learning for Visual Outlier Detection.
ECCV Workshops (17)
Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Alexander A. Navarini, Marc Pouly
2024 J jnl
Hyperbolic Metric Learning for Visual Outlier Detection.
CoRR
Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2024 A* conf
Intrinsic Self-Supervision for Data Quality Audits.
NeurIPS
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Matthew Groh, Alexander A. Navarini, Marc Pouly
2024 — conf
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa.
MICCAI (3)
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
2024 J jnl
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa.
CoRR
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
2024 J jnl
Towards Scalable Foundation Models for Digital Dermatology.
CoRR
Fabian Gröger, Philippe Gottfrois, Ludovic Amruthalingam, Álvaro González-Jiménez, Simone Lionetti, Luis R. Soenksen-Martinez, Alexander A. Navarini, Marc Pouly
2023 — conf
Robust T-Loss for Medical Image Segmentation.
MICCAI (3)
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2023 J jnl
Robust T-Loss for Medical Image Segmentation.
CoRR
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2023 — conf
SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology.
CVPR Workshops
Álvaro González-Jiménez, Simone Lionetti, Marc Pouly, Alexander A. Navarini
2023 J jnl
SelfClean: A Self-Supervised Data Cleaning Strategy.
CoRR
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Labelling Consortium, Matthew Groh, Alexander A. Navarini, Marc Pouly
2023 — conf
Towards Reliable Dermatology Evaluation Benchmarks.
ML4H@NeurIPS
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
2023 J jnl
Towards Reliable Dermatology Evaluation Benchmarks.
CoRR
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
2022 J jnl
Deep-Learning-Based Fast Optical Coherence Tomography (OCT) Image Denoising for Smart Laser Osteotomy.
IEEE Trans. Medical Imaging
Yakub A. Bayhaqi, Arsham Hamidi, Ferda Canbaz, Alexander A. Navarini, Philippe C. Cattin, Azhar Zam
2020 — conf
Applications of Generative Adversarial Networks to Dermatologic Imaging.
ANNPR
Fabian Furger, Ludovic Amruthalingam, Alexander A. Navarini, Marc Pouly
2017 — conf
On using Support Vector Machines for the Detection and Quantification of Hand Eczema.
ICAART (2)
Stefan Schnürle, Marc Pouly, Tim vor der Brück, Alexander A. Navarini, Thomas Koller
2014 A conf
Detection and Quantification of Hand Eczema by Visible Spectrum Skin Pattern Analysis.
ECAI
Christoph Suter, Alexander A. Navarini, Marc Pouly, Ruedi Arnold, Florian S. Gutzwiller, René Meier, Thomas Koller