3D Self-Supervised Methods for Medical Imaging. - Aiham Taleb; Winfried Loetzsch; Noel Danz; Julius Severin; Thomas Gärtner 004; Benjamin Bergner; Christoph Lippert (NeurIPS, 2020)

Multimodal Self-supervised Learning for Medical Image Analysis. - Aiham Taleb; Christoph Lippert; Tassilo Klein; Moin Nabi (IPMI, 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)

ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics. - Aiham Taleb; Matthias Kirchler; Remo Monti; Christoph Lippert (CVPR, 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 (MIDL, 2022)

Self-supervised deep learning methods for medical image analysis (Selbstüberwachte Deep Learning Methoden für die medizinische Bildanalyse) - Aiham Taleb (2024)