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ORCIDAiham Taleb
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2020 – today
- 2024
[b1]Aiham Taleb:
Self-supervised deep learning methods for medical image analysis (Selbstüberwachte Deep Learning Methoden für die medizinische Bildanalyse). University of Potsdam, Germany, 2024- 2022
- [c4]Aiham Taleb, Matthias Kirchler, Remo Monti, Christoph Lippert:
ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics. CVPR 2022: 20876-20889 - [c3]Benjamin Bergner, Csaba Rohrer, Aiham Taleb, Martha Duchrau, Guilherme De Leon, Jonas Almeida Rodrigues, Falk Schwendicke, Joachim Krois, Christoph Lippert:
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays. MIDL 2022: 130-149 - 2021
- [c2]Aiham Taleb
, Christoph Lippert, Tassilo Klein, Moin Nabi:
Multimodal Self-supervised Learning for Medical Image Analysis. IPMI 2021: 661-673 - [i5]Yamen Ali, Aiham Taleb, Marina M.-C. Höhne, Christoph Lippert:
Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout. CoRR abs/2109.14288 (2021) - [i4]Aiham Taleb, Matthias Kirchler, Remo Monti, Christoph Lippert:
ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics. CoRR abs/2111.13424 (2021) - [i3]Benjamin Bergner, Csaba Rohrer, Aiham Taleb, Martha Duchrau, Guilherme De Leon, Jonas Almeida Rodrigues, Falk Schwendicke, Joachim Krois, Christoph Lippert:
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays. CoRR abs/2112.09694 (2021) - 2020
- [c1]Aiham Taleb, Winfried Loetzsch, Noel Danz, Julius Severin, Thomas Gärtner, Benjamin Bergner, Christoph Lippert:
3D Self-Supervised Methods for Medical Imaging. NeurIPS 2020 - [i2]Aiham Taleb, Winfried Loetzsch, Noel Danz, Julius Severin, Thomas Gärtner, Benjamin Bergner, Christoph Lippert:
3D Self-Supervised Methods for Medical Imaging. CoRR abs/2006.03829 (2020)
2010 – 2019
- 2019
- [i1]Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi:
Multimodal Self-Supervised Learning for Medical Image Analysis. CoRR abs/1912.05396 (2019)
Coauthor Index
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