Not finding it? Sign in to also search OpenAlex live.
-
Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Mohsen Vejdanihemmat, Mahshad Lotfinia, Mirabela Rusu, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh
28citations -
Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy2023 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin Saehn, Peter Isfort, Christiane Katharina Kuhl, +3 more
3citations -
Generating virtual patient data for in silico clinical trials of medical devices during extracorporeal membrane oxygenation treatment2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Machine Learning in Healthcare Open access
Micha Landoll, Filippo Follegot, Stephan Eric Straßmann, Ulrich Steinseifer, Christian Karagiannidis, Michael Neidlin
0citations -
MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data2023 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access
Lisa C. Adams, Jens-Michalis Papaioannou, Paul Grundmann, Tom Oberhauser, Alexander Löser, Daniel Truhn, +1 more
110citations -
The pretraining domain outweighs the training objective in setting the privacy-utility trade-off of differentially private medical image analysis2026 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mina Farajiamiri, Mahshad Lotfinia, Behrus Puladi, Jonas Bienzeisler, Mohamed Alhaskir, +4 more
0citations -
A Pipeline for the Usage of the Core Data Set of the Medical Informatics Initiative for Process Mining – A Technical Case Report2024 Studies in health technology and informatics book-chapter Business, Management and Accounting Business Process Modeling and Analysis Open access
Hauke Heidemeyer, Leo Auhagen, Raphael W. Majeed, Marco Pegoraro, Jonas Bienzeisler, Viki Peeva, +4 more
7citations -
Breaking medical data sharing boundaries by using synthesized radiographs2020 Science Advances article Medicine Artificial Intelligence in Healthcare and Education Open access
Tianyu Han, Sven Nebelung, Christoph Haarburger, Nicolas Horst, Sebastian Daniel Reinartz, Dorit Merhof, +3 more
67citations -
Data Resource Profile: Extramural Leiden University Medical Center Academic Network (ELAN)2024 International Journal of Epidemiology article Health Professions Medical Coding and Health Information Open access
Janet M Kist, Hedwig M. M. Vos, Rimke Cathelijne Vos, Albert T.A. Mairuhu, Jeroen Nathan Struijs, Robert R. J. M. Vermeiren, +10 more
25citations -
Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data2025 npj Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Paula Andrea Pérez-Toro, Tomás Arias‐Vergara, Mahtab Ranji, Juan Rafael Orozco‐Arroyave, +3 more
5citations -
On the Importance of Context: Privacy Perceptions of General vs. Health-specific Data in Health Recommender Systems2020 RWTH Publications (RWTH Aachen) conference-paper Social Sciences Privacy, Security, and Data Protection Open access
Laura Burbach, Nils Plettenberg, Poornima Belavadi, Johannes Nakayama, Patrick Halbach, Lilian Kojan, +1 more
1citations -
Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs2023 Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin-Jonathan Sähn, Peter Isfort, Christiane Katharina Kuhl, +3 more
19citations -
A Privacy-Preserving Distributed Analytics Platform for Health Care Data2022 Methods of Information in Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Sascha Welten, Yongli Mou, Laurenz Neumann, Mehrshad Jaberansary, Yeliz Yediel Ucer, Toralf Kirsten, +2 more
41citations -
Learning multimodal explainable AI models from medical images and tabular data: proof of concept2025 SPIE Medical Imaging: Image Processing conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Mafalda Malafaia, Thalea Schlender, Peter A. N. Bosman, Tanja Alderliesten
0citations -
GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access
André Filipe Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger
45citations