Petru-Daniel Tudosiu

Unsupervised brain imaging 3D anomaly detection and segmentation with transformers

Walter Hugo Lopez Pinaya, Petru-Daniel Tudosiu, Robert Gray et al. · Medical Image Analysis · 2022 · 157 citations · Full text

Anomaly Detection, Machine Learning, Engineering +22

Denoising diffusion models for out-of-distribution detection

Mark S. Graham, Walter Hugo Lopez Pinaya, Petru-Daniel Tudosiu et al. · 2023 · 66 citations

Generative AI for Medical Imaging: extending the MONAI Framework

Walter Hugo Lopez Pinaya, Mark S. Graham, Eric Kerfoot et al. · arXiv (Cornell University) · 2023 · 39 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

ICAM-Reg: Interpretable Classification and Regression With Feature Attribution for Mapping Neurological Phenotypes in Individual Scans

Cher Bass, Mariana da Silva, Carole H. Sudre et al. · IEEE Transactions on Medical Imaging · 2022 · 34 citations · Full text

Neuropsychology, Engineering, Machine Learning +27

Unsupervised Brain Anomaly Detection and Segmentation with Transformers

Walter Hugo Lopez Pinaya, Petru-Daniel Tudosiu, Robert Gray et al. · arXiv (Cornell University) · 2021 · 31 citations · Full text

Anomaly Detection, Machine Learning, Engineering +20