| 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 | 7 | 2021 |
| A methodology based on quality gates for certifiable AI in medicine: towards a reliable application of metrics in machine learning M Elia, B Bauer | 2 | 2023 |
| The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data LH Boulogne, J Lorenz, D Kienzle, R Schön, K Ludwig, R Lienhart, ... Medical Image Analysis 97, 103230, 2024 | 1 | 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 | 1 | 2023 |
| Towards automated COVID-19 presence and severity classification D Müller, S Mertes, N Schroeter, F Hellmann, M Elia, B Bauer, W Reif, ... Caring is Sharing–Exploiting the Value in Data for Health and Innovation …, 2023 | 1 | 2023 |
| Automatic three-dimensional reconstruction of the oesophagus in achalasia patients undergoing POEM: an innovative approach for evaluating treatment outcomes V Grünherz, A Ebigbo, M Elia, A Brunner, T Krafft, L Pöller, P Schneider, ... BMJ Open Gastroenterology 11 (1), e001396, 2024 | | 2024 |
| Towards Certifiable AI in Medicine: Illustrated for Multi-label ECG Classification Performance Metrics M Elia, F Stieler, F Ripke, M Nann, S Dopfer, B Bauer 2024 IEEE International Conference on Evolving and Adaptive Intelligent …, 2024 | | 2024 |
| 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 |
| 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 |
| 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 |
