Alexander A. Navarini

According to our database, Alexander A. Navarini authored at least 10 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hyperbolic Metric Learning for Visual Outlier Detection.

Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini

CoRR, 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, Mendrika Fifaliana Rakotoarisaona, Fahafahantsoa Rapelanoro Rabenja, Ibrahima Traoré, Alexander A. Navarini

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

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

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

Proceedings of the Machine Learning for Health, 2023

Robust T-Loss for Medical Image Segmentation.

Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology.

Álvaro González-Jiménez, Simone Lionetti, Marc Pouly, Alexander A. Navarini

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

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

2020

Applications of Generative Adversarial Networks to Dermatologic Imaging.

Fabian Furger, Ludovic Amruthalingam, Alexander A. Navarini, Marc Pouly

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2017

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

Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

2014

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

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014