Observer‐independent assessment of psoriasis‐affected area using machine learning N Meienberger, F Anzengruber, L Amruthalingam, R Christen, T Koller, ... Journal of the European Academy of Dermatology and Venereology 34 (6), 1362-1368, 2020 | 27 | 2020 |
Tear proteomic predictive biomarker model for ocular graft versus host disease classification OE O'Leary, A Schoetzau, L Amruthalingam, N Geber-Hollbach, K Plattner, ... Translational vision science & technology 9 (9), 3-3, 2020 | 15 | 2020 |
Improved diagnosis by automated macro‐and micro‐anatomical region mapping of skin photographs L Amruthalingam, P Gottfrois, A Gonzalez Jimenez, B Gökduman, M Kunz, ... Journal of the European Academy of Dermatology and Venereology 36 (12), 2525 …, 2022 | 4 | 2022 |
Objective hand eczema severity assessment with automated lesion anatomical stratification L Amruthalingam, N Mang, P Gottfrois, A Gonzalez Jimenez, JT Maul, ... Experimental Dermatology 32 (4), 521-528, 2023 | 3 | 2023 |
Quantification of efflorescences in pustular psoriasis using deep learning L Amruthalingam, O Buerzle, P Gottfrois, AG Jimenez, A Roth, T Koller, ... Healthcare Informatics Research 28 (3), 222, 2022 | 3 | 2022 |
Applications of generative adversarial networks to dermatologic imaging F Furger, L Amruthalingam, A Navarini, M Pouly Artificial Neural Networks in Pattern Recognition: 9th IAPR TC3 Workshop …, 2020 | 3 | 2020 |
SelfClean: A Self-Supervised Data Cleaning Strategy F Gröger, S Lionetti, P Gottfrois, A Gonzalez-Jimenez, L Amruthalingam, ... arXiv preprint arXiv:2305.17048, 2023 | 2 | 2023 |
Observer-independent assessment of psoriasis affected area using machine learning N Meienberger, F Anzengruber, L Amruthalingam, R Christen, T Koller, ... EXPERIMENTAL DERMATOLOGY 32 (4), E28-E28, 2023 | | 2023 |
Towards Reducing the Need for Annotations in Digital Dermatology with Self-supervised Learning F Gröger, P Gottfrois, L Amruthalingam, A Gonzalez-Jimenez, S Lionetti, ... | | 2023 |
Deep learning in clinical dermatology L Amruthalingam University_of_Basel, 2023 | | 2023 |
143 Automated Anatomical Mapping of Hand Eczema L Amruthalingam, N Mang, P Gottfrois, AG Jimenez, J Maul, M Kunz, ... Journal of Investigative Dermatology 142 (12), S204, 2022 | | 2022 |