most citedEfficacy of MRI data harmonization in the age of machine learning. A multicenter study across 36 datasets

70 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

2 papers

cs.LG2022★ 70 cited

Efficacy of MRI data harmonization in the age of machine learning. A multicenter study across 36 datasets

Chiara Marzi, Marco Giannelli, Andrea Barucci +3

Pooling publicly-available MRI data from multiple sites allows to assemble extensive groups of subjects, increase statistical power, and promote data reuse with machine learning te…

cs.CV2018

Convolutional Neural Networks for the segmentation of microcalcification in Mammography Imaging

Gabriele Valvano, Gianmarco Santini, Nicola Martini +4

Cluster of microcalcifications can be an early sign of breast cancer. In this paper we propose a novel approach based on convolutional neural networks for the detection and segment…