Amruthalingam Ludovic HSLU I

Dr. Ludovic Amruthalingam Ludovic Amruthalingam

Wissenschaftlicher Mitarbeiter

Amruthalingam Ludovic HSLU I

Hochschule Luzern – Informatik

Raum 7. Stock, shared
Campus Zug-Rotkreuz
Suurstoffi 1
6343 Rotkreuz


Forschung

Wissenschaftlicher Mitarbeiter

+41 41 349 30 74

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Biografie

Aus- und Weiterbildung:

  • PhD in Biomedical Engineering, Universität Basel und Hochschule Luzern, Dissertation “Deep Learning in Clinical Dermatology”
  • Master of Science in Computer Science, ETH Zürich
  • Bachelor of Science in Computer Science, EPFL

Berufliche Stationen:

  • [seit 2022]: Wiss. Mitarbeiter Hochschule Luzern - Informatik
  • [seit 2017]: Startup co-founder, Intelligent Orthopaedic Footwear, Chennai, India
  • [2015 - 2017]: Startup founder, Data Science & Artificial Intelligence, Dubai, UAE

Projekte

Forschungsprojekte

  • Bekämpfung der Datenknappheit in der Medizintechnik
  • Erkennung von Handekzemen mit Machine Learning

Publikationen und Präsentationen

Publikationen und Präsentationen - Artikel, Rezension; peer reviewed

  • 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

Publikationen und Präsentationen - Hochschulschrift (Bachelor/Master/Dissertation/Habilitation)

  • Amruthalingam, Ludovic (2022). Deep Learning in Clinical Dermatology. Dissertation, Universität Basel, Basel, Schweiz.