Gianmarco Santini

Convolutional Neural Networks for the Segmentation of Microcalcification in Mammography Imaging

Gabriele Valvano, Gianmarco Santini, Nicola Martini et al. · Journal of Healthcare Engineering · 2019 · 65 citations · Full text

Computing, Computer Science, Radiology +15

Deep learning approaches for bone and bone lesion segmentation on 18FDG PET/CT imaging in the context of metastatic breast cancer

Noémie Moreau, Caroline Rousseau, Constance Fourcade et al. · 2020 · 32 citations

Medicine, Oncology, Radiology +17

Kidney tumor segmentation using an ensembling multi-stage deep learning\n approach. A contribution to the KiTS19 challenge

Gianmarco Santini, Noémie Moreau, Mathieu Rubeaux · arXiv (Cornell University) · 2019 · 31 citations · Full text

Medicine, Oncology, Radiology +17

Automatic Segmentation of Metastatic Breast Cancer Lesions on 18F-FDG PET/CT Longitudinal Acquisitions for Treatment Response Assessment

Noémie Moreau, Caroline Rousseau, Constance Fourcade et al. · Cancers · 2021 · 21 citations · Full text

Medicine, Oncology, Radiology +17

Synthetic contrast enhancement in cardiac CT with Deep Learning

Gianmarco Santini, Lorena M. Zumbo, Nicola Martini et al. · arXiv (Cornell University) · 2018 · 18 citations · Full text

Medicine, Cardiology, Radiology +16