A deep autoencoder for fast spectral–temporal fitting of dynamic deuterium metabolic imaging data at 7T
Year: 2025
Type: article
Language: en
Topic: Advanced MRI Techniques and Applications
Authors and affiliations:
raw_author_name: Aaron Paul Osburg
raw_affiliation_strings: High Field MR Center, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria; Comprehensive Center for AI in Medicine (CAIM), Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria
raw_author_name: Amirmohammad Shamaei
raw_affiliation_strings: Department of Electrical and Software Engineering, University of Calgary, 622 Collegiate Place, Calgary, Alberta, Canada
raw_author_name: Bernhard Strasser
raw_affiliation_strings: High Field MR Center, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria
raw_author_name: Fabian Niess
raw_affiliation_strings: High Field MR Center, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria
raw_author_name: Anna Duguid
raw_affiliation_strings: High Field MR Center, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria
raw_author_name: Viola Bader
raw_affiliation_strings: High Field MR Center, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria
raw_author_name: Sabina Frese
raw_affiliation_strings: High Field MR Center, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria
raw_author_name: Lukas Hingerl
raw_affiliation_strings: High Field MR Center, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria
raw_author_name: Hauke Fischer
raw_affiliation_strings: High Field MR Center, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria
raw_author_name: William T. Clarke
raw_affiliation_strings: Centre for Integrative Neuroimaging, FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Headley Way, Oxford, United Kingdom
raw_author_name: Georg Langs
raw_affiliation_strings: Comprehensive Center for AI in Medicine (CAIM), Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria; Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria
raw_author_name: Wolfgang Bogner
raw_affiliation_strings: High Field MR Center, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria; Comprehensive Center for AI in Medicine (CAIM), Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria; Christian Doppler Laboratory for MR Imaging Biomarkers (BIOMAK), Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria. Electronic address: wolfgang.bogner@meduniwien.ac.at
raw_author_name: Stanislav Motyka
raw_affiliation_strings: High Field MR Center, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria; Comprehensive Center for AI in Medicine (CAIM), Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria; Christian Doppler Laboratory for MR Imaging Biomarkers (BIOMAK), Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Lazarettgasse 14, Vienna, 1090, Austria