282 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Karolinska InstitutetSE28 papers
- KTH Royal Institute of TechnologySE10 papers
- Stockholm South General HospitalSE4 papers
- University of BoråsSE4 papers
- King's College LondonGB3 papers
- Max Planck Institute for Developmental BiologyDE3 papers
- New York UniversityUS3 papers
- Stanford UniversityUS3 papers
- Uppsala UniversitySE3 papers
- Corporació Sanitària Parc TaulíES2 papers
- Gdańsk Medical UniversityPL2 papers
- Hospital Universitari Germans Trias i PujolES2 papers
Showing physics.med-phShow all
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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…
physics.med-ph2018★ 32 cited
AVRA: Automatic Visual Ratings of Atrophy from MRI images using Recurrent Convolutional Neural Networks
Gustav Mårtensson, Daniel Ferreira, Lena Cavallin +4
Quantifying the degree of atrophy is done clinically by neuroradiologists following established visual rating scales. For these assessments to be reliable the rater requires substa…