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Multimodal integration of longitudinal noninvasive diagnostics for survival prediction in immunotherapy using deep learning2025 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Melda Yeghaian, Zuhir Bodalal, Daan van den Broek, John B.A.G. Haanen, Regina G. H. Beets‐Tan, Stefano Trebeschi, +1 more
16citations -
Differentially Private Language Models for Secure Data Sharing2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Justus Mattern, Zhijing Jin, Benjamin Weggenmann, Mrinmaya Sachan
16citations -
Adversarial attacks and adversarial robustness in computational pathology2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Narmin Ghaffari Laleh, Daniel Truhn, Gregory Patrick Veldhuizen, Tianyu Han, Marko van Treeck, Roman David Buelow, +5 more
14citations -
Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Exposure2024 ACM International Conference on Web Search and Data Mining (WSDM) conference-paper Computer Science Recommender Systems and Techniques Open access
Jiyuan Yang, Yue Ding, Yidan Wang, Pengjie Ren, Zhumin Chen, Fei Cai, +4 more
14citations -
Deep learning detects premalignant lesions in the Fallopian tube2024 npj Women s Health article Computer Science AI in cancer detection Open access cited by 1 patent
Joep M. A. Bogaerts, John‐Melle Bokhorst, Michiel Simons, Majke H.D. van Bommel, Miranda P. Steenbeek, Joanne A. de Hullu, +17 more
12citations -
Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Machine Learning and Data Classification Open access
Duc Anh Nguyen, Jiawen Kong, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Anna V. Kononova, +1 more
12citations -
Augmented Reality-Assisted CT-Guided Puncture: A Phantom Study2022 CardioVascular and Interventional Radiology article Computer Science Augmented Reality Applications Open access
Vincent Van den Bosch, Hizirwan Shukri Salim, Njin-Zu Chen, Otto Stroosma, Philipp Bruners, Christiane Katharina Kuhl, +2 more
10citations -
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
10citations -
RGB-D Cube R-CNN: 3D Object Detection with Selective Modality Dropout2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Computer Science Advanced Neural Network Applications
Jens Piekenbrinck, Alexander Hermans, Narunas Vaškevičius, Timm Linder, Bastian Leibe
10citations -
MA-VAE: Multi-Head Attention-Based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-Series Applied to Automotive Endurance Powertrain Testing2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
9citations