Ospedale Policlinico San Martino

output

20122023

most citedThe reliability of a deep learning model in clinical out-of-distribution MRI data: a multicohort study

179 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.

F. Benfenati3 · h 85
M. Piana3 · h 35
A. Armirotti2 · h 46
A. Rocchi2 · h 16
E. Vázquez2 · h 45
F. Cesca2 · h 26
G. Caviglia2 · h 17
G. Sambuceti2 · h 55
Martina Chiacchiaretta2 · h 11
M. Bramini2 · h 22
Sara Garbarino2 · h 13
S. Ferroni2 · h 35

collaborating institutions

University of GenoaIT6 papers
Italian Institute of TechnologyIT4 papers
Superconducting and other Innovative Materials and Devices InstituteIT3 papers
University of BolognaIT2 papers
University of Castilla-La ManchaES2 papers
University of PaduaIT2 papers
Aristotle University of ThessalonikiGR1 paper
Associazione Italiana Sclerosi MultiplaIT1 paper
Azienda USL di BolognaIT1 paper
Biomedical Research Networking Center on Neurodegenerative DiseasesES1 paper
Candiolo Cancer InstituteIT1 paper
Central European Institute of TechnologyCZ1 paper

Showing 2019 · physics.med-phShow all

1 paper · 2 filters

physics.med-ph2019★ 179 cited

The reliability of a deep learning model in clinical out-of-distribution MRI data: a multicohort study

Gustav Mårtensson, Daniel Ferreira, Tobias Granberg +22

Deep learning (DL) methods have in recent years yielded impressive results in medical imaging, with the potential to function as clinical aid to radiologists. However, DL models in…