| Deep learning-based clustering approaches for bioinformatics MR Karim, O Beyan, A Zappa, IG Costa, D Rebholz-Schuhmann, ... Briefings in bioinformatics 22 (1), 393-415, 2021 | 236 | 2021 |
| Smart medical information technology for healthcare (SMITH) A Winter, S Stäubert, D Ammon, S Aiche, O Beyan, V Bischoff, P Daumke, ... Methods of information in medicine 57 (S 01), e92-e105, 2018 | 155 | 2018 |
| Drug-drug interaction prediction based on knowledge graph embeddings and convolutional-LSTM network MR Karim, M Cochez, JB Jares, M Uddin, O Beyan, S Decker Proceedings of the 10th ACM international conference on bioinformatics …, 2019 | 129 | 2019 |
| Deepcovidexplainer: Explainable covid-19 predictions based on chest x-ray images M Karim, T Döhmen, D Rebholz-Schuhmann, S Decker, M Cochez, ... arXiv preprint arXiv:2004.04582 28, 2020 | 111 | 2020 |
| Distributed analytics on sensitive medical data: the personal health train O Beyan, A Choudhury, J Van Soest, O Kohlbacher, L Zimmermann, ... Data Intelligence 2 (1-2), 96-107, 2020 | 93 | 2020 |
| Deepcovidexplainer: explainable COVID-19 diagnosis from chest X-ray images MR Karim, T Döhmen, M Cochez, O Beyan, D Rebholz-Schuhmann, ... 2020 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2020 | 72 | 2020 |
| Mining maximal frequent patterns in transactional databases and dynamic data streams: a spark-based approach MR Karim, M Cochez, OD Beyan, CF Ahmed, S Decker Information Sciences 432, 278-300, 2018 | 69 | 2018 |
| Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: are we ready from an international perspective? M Bukowski, R Farkas, O Beyan, L Moll, H Hahn, F Kiessling, ... European radiology 30, 5510-5524, 2020 | 45 | 2020 |
| Minimum information for dielectric measurements of biological tissues (MINDER): A framework for repeatable and reusable data E Porter, A La Gioia, S Salahuddin, S Decker, A Shahzad, MA Elahi, ... International Journal of RF and Microwave Computer‐Aided Engineering 28 (3 …, 2018 | 43 | 2018 |
| A privacy-preserving distributed analytics platform for health care data S Welten, Y Mou, L Neumann, M Jaberansary, YY Ucer, T Kirsten, ... Methods of information in medicine 61 (S 01), e1-e11, 2022 | 42 | 2022 |
| DeepKneeExplainer: explainable knee osteoarthritis diagnosis from radiographs and magnetic resonance imaging MR Karim, J Jiao, T Doehmen, M Cochez, O Beyan, ... IEEE Access 9, 39757-39780, 2021 | 41 | 2021 |
| Towards general deep leakage in federated learning J Geng, Y Mou, F Li, Q Li, O Beyan, S Decker, C Rong arXiv preprint arXiv:2110.09074, 2021 | 39 | 2021 |
| Robot-assisted care for elderly with dementia: is there a potential for genuine end-user empowerment? H Felzmann, K Murphy, D Casey, O Beyan The Emerging Policy and Ethics of Human Robot Interaction, Portland, OR, USA., 2015 | 38 | 2015 |
| Ai ethics—a bird’s eye view M Christoforaki, O Beyan Applied Sciences 12 (9), 4130, 2022 | 36 | 2022 |
| A knowledge based search tool for performance measures in health care systems OD Beyan, N Baykal Journal of medical systems 36 (1), 201-221, 2012 | 36 | 2012 |
| DeepCOVIDExplainer: Explainable COVID-19 diagnosis based on chest X-ray images MR Karim, T Döhmen, D Rebholz-Schuhmann, S Decker, M Cochez, ... arXiv preprint arXiv:2004.04582, 2020 | 34 | 2020 |
| OncoNetExplainer: explainable predictions of cancer types based on gene expression data MR Karim, M Cochez, O Beyan, S Decker, C Lange 2019 IEEE 19th International conference on bioinformatics and bioengineering …, 2019 | 31 | 2019 |
| Explainable ai for bioinformatics: Methods, tools and applications MR Karim, T Islam, M Shajalal, O Beyan, C Lange, M Cochez, ... Briefings in bioinformatics 24 (5), bbad236, 2023 | 27 | 2023 |
| Implementing an ethical approach to big data analytics in assistive robotics for elderly with dementia H Felzmann, T Beyan, M Ryan, O Beyan ETHICOMP2015. De Montfort University, Leicester, UK., 2015 | 27 | 2015 |
| A snapshot neural ensemble method for cancer-type prediction based on copy number variations MR Karim, A Rahman, JB Jares, S Decker, O Beyan Neural Computing and Applications 32, 15281-15299, 2020 | 25 | 2020 |
