Aiham Taleb
Aiham Taleb
Machine Learning & Digital Health, Hasso Plattner Institute, University of Potsdam
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3D Self-Supervised Methods for Medical Imaging
A Taleb, W Loetzsch, N Danz, J Severin, T Gaertner, B Bergner, C Lippert
Neural Information Processing Systems (NeurIPS) 33 (2020), 2020
Multimodal Self-Supervised Learning for Medical Image Analysis
A Taleb, C Lippert, T Klein, M Nabi
International Conference on Information Processing in Medical Imaging, 661-673, 2021
ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics
A Taleb, M Kirchler, R Monti, C Lippert
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays
B Bergner, C Rohrer, A Taleb, M Duchrau, G De Leon, JA Rodrigues, ...
Medical Imaging with Deep Learning MIDL 2022, 2021
Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout
Y Ali, A Taleb, MMC Höhne, C Lippert
arXiv preprint arXiv:2109.14288, 2021
Self-Supervised Learning Methods for Label-Efficient Dental Caries Classification
A Taleb, C Rohrer, B Bergner, G De Leon, J Rodrigues, F Schwendicke, ...
Diagnostics 12 (5), 1237, 2022
Conversational Context for Mobile Notification Management
F Schulze
Technische Universität München, 2016
Causal inference in prediction models
T Miriyev, M Javanbakhat, B Bergner, J Fehr, S Khorasani, M Kirchler, ...
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