Niccolò Fuin

CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions

Thomas Küstner, Niccolò Fuin, Kerstin Hammernik et al. · Scientific Reports · 2020 · 230 citations · Full text

Image Reconstruction, Convolutional Neural Network, Engineering +19

Deep‐learning based super‐resolution for 3D isotropic coronary MR angiography in less than a minute

Thomas Küstner, Camila Muñoz, Alina Psenicny et al. · Magnetic Resonance in Medicine · 2021 · 74 citations · Full text

Staging performance of whole-body DWI, PET/CT and PET/MRI in invasive ductal carcinoma of the breast

Onofrio A. Catalano, Dania Daye, Alberto Signore et al. · International Journal of Oncology · 2017 · 60 citations · Full text

Invasive Ductal Carcinoma, Surgical Oncology, Whole-body Dwi +15

A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography

Niccolò Fuin, Aurélien Bustin, Thomas Küstner et al. · Magnetic Resonance Imaging · 2020 · 52 citations

Engineering, Health Sciences, Medical Imaging +9

Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images Using Unsupervised Deep Learning

Haikun Qi, Niccolò Fuin, Gastão Cruz et al. · IEEE Transactions on Medical Imaging · 2020 · 52 citations

Convolutional Neural Network, Engineering, Machine Learning +22