Tianyu Han

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

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

Adversarial attacks and adversarial robustness in computational pathology

Narmin Ghaffari Laleh, Daniel Truhn, Gregory Patrick Veldhuizen et al. · Nature Communications · 2022 · 110 citations · Full text

Computing, Computer Science, Pathology +15

Large language models streamline automated machine learning for clinical studies

Soroosh Tayebi Arasteh, Tianyu Han, Mahshad Lotfinia et al. · Nature Communications · 2024 · 105 citations · Full text

Computing, Clinical Sciences, Data Science +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