Aiham Taleb

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 9

Top Topics

Medical Imaging

Anatomical Structures

Supervised Methods

Top Venues

Publications

Aiham Taleb, Matthias Kirchler, Remo Monti, Christoph Lippert
ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics. CVPR (2022)
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)
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 (2021)
Aiham Taleb, Matthias Kirchler, Remo Monti, Christoph Lippert
ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics. CoRR (2021)
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 (2021)
Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi
Multimodal Self-supervised Learning for Medical Image Analysis. IPMI (2021)
Aiham Taleb, Winfried Loetzsch, Noel Danz, Julius Severin, Thomas Gaertner, Benjamin Bergner, Christoph Lippert
3D Self-Supervised Methods for Medical Imaging. CoRR (2020)
Aiham Taleb, Winfried Loetzsch, Noel Danz, Julius Severin, Thomas Gaertner, Benjamin Bergner, Christoph Lippert
3D Self-Supervised Methods for Medical Imaging. NeurIPS (2020)
Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi
Multimodal Self-Supervised Learning for Medical Image Analysis. CoRR (2019)