Aiham Taleb

According to our database, Aiham Taleb authored at least 5 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays.

Benjamin Bergner, Csaba Rohrer, Aiham Taleb, Martha Duchrau, Guilherme De Leon, Jonas Almeida Rodrigues, Falk Schwendicke, Joachim Krois, Christoph Lippert

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics.

Aiham Taleb, Matthias Kirchler, Remo Monti, Christoph Lippert

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout.

Yamen Ali, Aiham Taleb, Marina M.-C. Höhne, Christoph Lippert

CoRR, 2021

Multimodal Self-supervised Learning for Medical Image Analysis.

Aiham Taleb, Christoph Lippert, Tassilo Klein, Moin Nabi

Proceedings of the Information Processing in Medical Imaging, 2021

2020

3D Self-Supervised Methods for Medical Imaging.

Aiham Taleb, Winfried Loetzsch, Noel Danz, Julius Severin, Thomas Gärtner, Benjamin Bergner, Christoph Lippert

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020