Machine learning models for CT-based classification of ischemic stroke onset time within or beyond 4.5 h: a comparison of approaches
Year: 2025
Type: article
Language: en
Topic: Acute Ischemic Stroke Management
Authors and affiliations:
raw_author_name: Laura M. van Poppel
raw_affiliation_strings: Department of Biomedical Engineering and Physics, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands. l.m.vanpoppel@amsterdamumc.nl
Department of Radiology and Nuclear Medicine, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands. l.m.vanpoppel@amsterdamumc.nl
Department of Biomedical Engineering and Physics, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
raw_author_name: Lucas de Vries
raw_affiliation_strings: Department of Biomedical Engineering and Physics, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
Department of Radiology and Nuclear Medicine, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
Informatics Institute, University of Amsterdam, Science Park 900, 1098 XH, Amsterdam, The Netherlands
raw_author_name: Mahsa Mojtahedi
raw_affiliation_strings: Department of Biomedical Engineering and Physics, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
Department of Radiology and Nuclear Medicine, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
raw_author_name: Manon Kappelhof
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
raw_author_name: Susanne G. H. Olthuis
raw_affiliation_strings: Department of Neurology, Maastricht UMC+, 6229 HX, Maastricht, The Netherlands
School for Cardiovascular Diseases (CARIM), Maastricht University, 6229 ER, Maastricht, The Netherlands
raw_author_name: Robert van Oostenbrugge
raw_affiliation_strings: Department of Neurology, Maastricht UMC+, 6229 HX, Maastricht, The Netherlands
School for Cardiovascular Diseases (CARIM), Maastricht University, 6229 ER, Maastricht, The Netherlands
raw_author_name: Wim H. van Zwam
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Maastricht UMC+, 6229 HX, Maastricht, The Netherlands
raw_author_name: Pieter Jan van Doormaal
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands
raw_author_name: Ludo F. M. Beenen
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
raw_author_name: Yvo B. W. E. M. Roos
raw_affiliation_strings: Department of Neurology, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
raw_author_name: Charles B. L. M. Majoie
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
raw_author_name: Henk A. Marquering
raw_affiliation_strings: Department of Biomedical Engineering and Physics, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
Department of Radiology and Nuclear Medicine, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
raw_author_name: Bart J. Emmer
raw_affiliation_strings: Department of Radiology and Nuclear Medicine, Amsterdam UMC, location University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands