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Amruthalingam Ludovic HSLU I
Senior Research Associate
www.hslu.ch
Room 7.60 Campus Zug-Rotkreuz Suurstoffi 1 6343 Rotkreuz
+41 41 349 30 74
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HSLU Medtech Joint Venture
Counteracting Data Scarcity in MedTech
Body Region Classifier for Teledermatology
derecAI
ABIZ MedTech Expansion to Romandie
Erkennung von Handekzemen mit Machine Learning
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Gottfrois, Philippe Léon-Marius; Gröger, Fabian; Andriambololoniaina, Herizo; Amruthalingam, Ludovic; Rakotoarisaona, Mendrika; Gonzales-Jimenez, Alvaro; Lionetti, Simone; Ng, Wingston; Hsu, Christophe; Kessy, Agnes; Pouly, Marc; Mavura, Daudi; Faith, Dingase; Traoré, Ibrahima; Rapelanoro, Rabenja & Navarini, Alexander (2024). PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa. Proceedings of the 27th International Conference on Medical Image Computing and Computer Assisted Intervention,
Gottfrois, Philippe Léon-Marius; Jie, Zhu; Steiger, Alexandra; Amruthalingam, Ludovic; Kind, Andre; Heinzelmann, Viola; Mang, Claudia; Mueller, Simon & Navarini, Alexander (2024). AI-powered visual diagnosis of vulvar lichen sclerosus: A pilot study. Journal of European Academy of Dermatology Venereology, 2024, doi: 10.1111/jdv.20306
Gröger, Fabian; Lionetti, Simone; Gottfrois, Philippe Léon-Marius; Gonzales-Jimenez, Alvaro; Amruthalingam, Ludovic; Groh, Matthew; Navarini, Alexander & Pouly, Marc (2024). Intrinsic Self-Supervision for Data Quality Audits. NeurIPS’24: Proceedings of the 38th Annual Conference on Neural Information Processing Systems,
Gröger, Fabian; Gottfrois, Philippe Léon-Marius; Amruthalingam, Ludovic; Gonzales-Jimenez, Alvaro; Lionetti, Simone; Soenksen Martinez, Luis; Navarini, Alexander & Pouly, Marc (2024). Towards Foundation Models for Digital Dermatology. Proceedings of the 4th Machine Learning for Health Symposium, Findings Track,
Amruthalingam, Ludovic; Mang, Nora; Gottfrois, Philippe Léon-Marius; Gonzalez-Jimenez, Alvaro; Maul, Julia-Tatjana; Kunz, Michael; Pouly, Marc & Navarini, Alexander (2023). Objective Hand Eczema Severity Assessment with Automated Lesion Anatomical Stratification. Experimental Dermatology, 2023, 1. doi: 10.1111/exd.14744
Gröger, Fabian; Gottfrois, Philippe Léon-Marius; Amruthalingam, Ludovic; Gonzalez-Jimenez, Alvaro; Lionetti, Simone; Navarini, Alexander & Pouly, Marc (2022). Towards Reducing The Need For Annotations In Digital Dermatology With Self-supervised Learning. ECAI’22: European Conference on Artificial Intelligence, Proceedings of Workshop 31: Scarce Data in Artificial Intelligence for Healthcare, 11-16. doi: 10.5220/0000164800003523
Gonzalez-Jimenez, Alvaro; Lionetti, Simone; Amruthalingam, Ludovic; Gottfrois, Philippe Léon-Marius; Pouly, Marc & Navarini, Alexander (2022). SANO: Score-based Anomaly Localization for Dermatology. ECAI’22: European Conference on Artificial Intelligence, Proceedings of Workshop 31: Scarce Data in Artificial Intelligence for Healthcare, 53-58. doi: 10.5220/0000164800003523
Amruthalingam, Ludovic; Gökduman, Bulus; Gonzalez-Jimenez, Alvaro; Gottfrois, Philippe Léon-Marius; Koller, Thomas; Kunz, Michael; Navarini, Alexander & Pouly, Marc (2022). Improved Diagnosis by Automated Macro- and Micro-anatomical Region Mapping of Skin Photographs. Journal of European Academy of Dermatology Venereology, 2022, 10. doi: 10.1111/jdv.18476
Amruthalingam, Ludovic; Buerzle, Oliver; Gonzalez Jimenez, Alvaro; Gottfrois, Philippe Léon-Marius; Koller, Thomas; Navarini, Alexander; Pouly, Marc & Roth, Anastasia (2022). Quantification of Efflorescences in Pustular Psoriasis using Deep Learning. Healthcare Informatics Research, 2022(Volume 28(3)), 222-230. doi: 10.4258/hir.2022.28.3.222
Furger, Fabian; Amruthalingam, Ludovic; Navarini, Alexander & Pouly, Marc (2020). Applications of Generative Adversarial Networks to Dermatologic Imaging. Proceedings of the ANNPR’20: 9th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition, 187-199. doi: 10.1007/978-3-030-58309-5_15
Meienberger, Nina; Anzengruber, Florian; Amruthalingam, Ludovic; Christen, Roland; Koller, Thomas; Maul, J.; Pouly, Marc; Djamei, Vahid & Navarini, Alexander (2019). Observer-Independent Assessment of Psoriasis affected Area using Machine Learning. Journal of the European Academy of Dermatology & Venerology, 2019 / 34(6), 1362-1368. doi: 10.1111/jdv.16002
Gröger, Fabian; Lionetti, Simone; Gottfrois, Philippe Léon-Marius; Gonzalez-Jimenez, Alvaro; Amruthalingam, Ludovic; Consortium, Labelling; Groh, Matthew; Navarini, Alexander & Pouly, Marc (2023). SelfClean: A Self-Supervised Data Cleaning Strategy. arXiv,
Amruthalingam, Ludovic (2022). Deep Learning in Clinical Dermatology. Dissertation, Universität Basel, Basel, Schweiz.
