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Oya Deniz Beyan
Oya Deniz Beyan
University of Cologne, Faculty of Medicine and University Hospital Cologne, Institute for Medical
Verified email at uni-koeln.de
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Cited by
Cited by
Year
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
2122021
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
1462018
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
1182019
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
1082020
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
852020
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
692018
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
612020
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
412020
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
402018
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
382022
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
372015
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
342021
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
342020
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
332021
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
312012
AI ethics—a bird’s eye view
M Christoforaki, O Beyan
Applied Sciences 12 (9), 4130, 2022
292022
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
292019
Implementing an ethical approach to big data analytics in assistive robotics for elderly with dementia
H Felzmann, T Beyan, M Ryan, O Beyan
Acm Sigcas Computers and Society 45 (3), 280-286, 2016
262016
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
262015
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
242020
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