| An interactive web application for decision tree learning M Elia, C Gajek, A Schiendorfer, W Reif European Conference on Machine Learning and Principles and Practice of …, 2021 | 6 | 2021 |
| Towards automated COVID-19 presence and severity classification D Müller, N Schröter, S Mertes, F Hellmann, M Elia, W Reif, B Bauer, ... arXiv preprint arXiv:2305.08660, 2023 | 1 | 2023 |
| Automatic Three-Dimensional Reconstruction of the Esophagus in Achalasia Patients undergoing POEM: a Comprehensive Assessment of Treatment Outcomes and pathophysiological Changes S Nagl, V Grünherz, M Elia, F Stieler, T Peter, B Bauer, A Muzalyova, ... Endoscopy 56 (S 02), MP085, 2024 | | 2024 |
| LIFEDATA-A Framework for Traceable Active Learning Projects F Stieler, M Elia, B Weigell, B Bauer, P Kienle, A Roth, G Müllegger, ... 2023 IEEE 31st International Requirements Engineering Conference Workshops …, 2023 | | 2023 |
| Automatische dreidimensionale Rekonstruktion des Ösophagus zur Vorhersage des Therapieerfolges bei Patienten mit Achalasie S Nagl, V Grünherz, M Elia, T Peter, F Stieler, B Bauer, H Messmann, ... Zeitschrift für Gastroenterologie 61 (08), KV259, 2023 | | 2023 |
| The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data LH Boulogne, J Lorenz, D Kienzle, R Schon, K Ludwig, R Lienhart, ... arXiv preprint arXiv:2306.10484, 2023 | | 2023 |
| The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data (preprint) LH Boulogne, J Lorenz, D Kienzle, R Schon, K Ludwig, R Lienhart, ... | | 2023 |
| A methodology based on quality gates for certifiable AI in medicine: towards a reliable application of metrics in machine learning M Elia Deutsche Nationalbibliothek, 2023 | | 2023 |
| Precision medicine for achalasia diagnosis: a multi-modal and interdisciplinary approach for training data generation M Elia, T Peter, F Stieler, B Bauer, S Nagl, A Ebigbo, V Grünherz | | 2023 |
