| Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists CO Retzlaff, A Angerschmid, A Saranti, D Schneeberger, R Roettger, ... Cognitive Systems Research 86, 101243, 2024 | 3 | 2024 |
| Federated singular value decomposition for high-dimensional data A Hartebrodt, R Röttger, DB Blumenthal Data Mining and Knowledge Discovery 38 (3), 938-975, 2024 | 8 | 2024 |
| Clinical performance of AI-integrated risk assessment pooling reveals cost savings even at high prevalence of COVID-19 F Kamari, E Eller, ME Bøgebjerg, IM Capella, BA Galende, T Korim, ... Scientific Reports 14 (1), 8853, 2024 | | 2024 |
| Landscape analysis of available European data sources amenable for machine learning and recommendations on usability for rare diseases screening R Raycheva, K Kostadinov, E Mitova, G Iskrov, G Stefanov, M Vakevainen, ... Orphanet Journal of Rare Diseases 19 (1), 147, 2024 | | 2024 |
| Automated quantification of vacuole fusion and lipophagy in Saccharomyces cerevisiae from fluorescence and cryo-soft X-ray microscopy data using deep learning JM Egebjerg, M Szomek, K Thaysen, AD Juhl, S Kozakijevic, S Werner, ... Autophagy 20 (4), 902-922, 2024 | 5 | 2024 |
| Analytical Performance Specifications for Input Variables: Investigation of the Model of End-Stage Liver Disease ES Andersen, R Röttger, CL Brasen, I Brandslund Clinical Chemistry 70 (4), 653-659, 2024 | | 2024 |
| Monitoring performance of clinical artificial intelligence: a scoping review protocol ES Andersen, JB Birk-Korch, R Röttger, CL Brasen, I Brandslund, ... JBI evidence synthesis 22 (3), 453-460, 2024 | 3 | 2024 |
| nanoBERT: a deep learning model for gene agnostic navigation of the nanobody mutational space JT Hadsund, T Satława, B Janusz, L Shan, L Zhou, R Röttger, K Krawczyk Bioinformatics Advances 4 (1), vbae033, 2024 | 3 | 2024 |
| Dynamics of inflammation-associated plasma proteins following faecal microbiota transplantation in patients with psoriatic arthritis and healthy controls: exploratory findings … MS Kragsnaes, JRB Jensen, AC Nilsson, MI Malik, HL Munk, ... RMD open 10 (1), e003750, 2024 | 1 | 2024 |
| A Comparison of Federated Aggregation Strategies and Architectures for Next-word Prediction Y Sakhnovych, R Röttger, R Mayer 2023 IEEE International Conference on Big Data (BigData), 5569-5577, 2023 | | 2023 |
| Genetic newborn screening and digital technologies: A project protocol based on a dual approach to shorten the rare diseases diagnostic path in Europe N Garnier, J Berghout, A Zygmunt, D Singh, KA Huang, W Kantz, ... Plos one 18 (11), e0293503, 2023 | | 2023 |
| Screen4Care Metadata Repository K Kreitschmann, J Zhao, MI Malik, NDK Truong, R Röttger Genetoberfest 2023, 2023 | | 2023 |
| Federated Machine Learning for Systems Medicine R Röttger Genetoberfest 2023, 2023 | | 2023 |
| Plasma levels of multiple cardiovascular-and inflammation-related proteins analysed for associations with disease activity and anti-cyclic citrullinated peptide status in … D Mašić, K Stengaard-Pedersen, BB Løgstrup, K Hørslev-Petersen, ... Clinical and experimental rheumatology 41 (9), 1801-1807, 2023 | | 2023 |
| Human-in-the-loop integration with domain-knowledge graphs for explainable federated deep learning A Holzinger, A Saranti, AC Hauschild, J Beinecke, D Heider, R Roettger, ... International Cross-Domain Conference for Machine Learning and Knowledge …, 2023 | 10 | 2023 |
| The tower of babel in explainable artificial intelligence (XAI) D Schneeberger, R Röttger, F Cabitza, A Campagner, M Plass, H Müller, ... International Cross-Domain Conference for Machine Learning and Knowledge …, 2023 | 5 | 2023 |
| Privacy of federated QR decomposition using additive secure multiparty computation A Hartebrodt, R Röttger IEEE Transactions on Information Forensics and Security, 2023 | 1 | 2023 |
| The FeatureCloud platform for federated learning in biomedicine: unified approach J Matschinske, J Späth, M Bakhtiari, N Probul, MM Kazemi Majdabadi, ... Journal of Medical Internet Research 25, e42621, 2023 | 6 | 2023 |
| Response to:‘Correspondence on ‘Safety and efficacy of faecal microbiota transplantation for active peripheral psoriatic arthritis: an exploratory randomised placebo-controlled … MS Kragsnaes, J Kjeldsen, HC Horn, HL Munk, JK Pedersen, SA Just, ... Annals of the rheumatic diseases 82 (7), e165-e165, 2023 | 1 | 2023 |
| Variance Analysis of LC-MS Experimental Factors and Their Impact on Machine Learning TG Rehfeldt, K Krawczyk, SG Echers, P Marcatili, P Palczynski, R Röttger, ... bioRxiv, 2023.05. 01.538996, 2023 | 1 | 2023 |
