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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
30citations -
Combining Bayesian and Evidential Uncertainty Quantification for Improved Bioactivity Modeling2025 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Kajetan Schweighofer, Natalia Dyubankova, Gerard J. P. van Westen, Herman van Vlijmen
9citations -
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study8citations
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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 -
MultiGML: Multimodal Graph Machine Learning for Prediction of Adverse Drug Events2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access
Sophia Krix, Lauren Nicole DeLong, Sumit Madan, Daniel Domingo‐Fernándéz, Ashar Ahmad, Sheraz Gul, +2 more
3citations -
Combining AlphaFold with Focused Virtual Library Design in the Development of Novel CCR2 and CCR5 Antagonists2025 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Khaled Essa, Kian Noorman van der Dussen, Yao Yao, Bente T.M. Bleijs, Natalia V. Ortiz Zacarı́as, Laura H. Heitman, +4 more
1citations -
An Examination of Offline-Trained Encoders in Vision-Based Deep Reinforcement Learning for Autonomous Driving2024 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) conference-paper Computer Science Reinforcement Learning in Robotics
Shawan Taha Mohammed, Alp Argun, Nicolas Bonnotte, Gerd Ascheid
0citations -
Handwritten Digital Signatures Accuracy Enhancement Comparison on Android-Based Mobile Application Systems2024 Indonesian Journal of Information Systems article Computer Science Handwritten Text Recognition Techniques Open access
Siti Rohajawati, Aditya Ismail, Irwan Prasetya Gunawan, Brian Arnesto Sitorus
0citations