Firas Khader

Denoising diffusion probabilistic models for 3D medical image generation

Firas Khader, Gustav Müller‐Franzes, Soroosh Tayebi Arasteh et al. · Scientific Reports · 2023 · 300 citations · Full text

Computing, Computer Science, Radiology +17

Swarm learning for decentralized artificial intelligence in cancer histopathology

Oliver Lester Saldanha, Philip Quirke, Nicholas P. West et al. · Nature Medicine · 2022 · 209 citations · Full text

Computing, Computer Science, Oncology +15

A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis

Gustav Müller‐Franzes, Jan Niehues, Firas Khader et al. · Scientific Reports · 2023 · 191 citations · Full text

Computing, Biomedical Engineering, Computer Science +16

Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler et al. · Medical Image Analysis · 2022 · 173 citations · Full text

Computing, Computer Science, Pathology +15

Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers

Firas Khader, Gustav Müller‐Franzes, T. S. Wang et al. · Radiology · 2023 · 91 citations

Medicine, Biomedical Informatics, Health Informatics +17