Deep Learning HASTE for Upper Abdominal MRI: Improved Image Quality, Speed, and Energy Efficiency in a Prospective Study
Year: 2025
Type: article
Language: en
Topic: Radiomics and Machine Learning in Medical Imaging
Authors and affiliations:
raw_author_name: Jennifer Gotta
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Ahmed Ait Bachir
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Leon D. Gruenewald
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Ralph Strecker
raw_affiliation_strings: EMEA Scientific Partnerships Siemens Healthineers AG  Forchheim Germany
EMEA Scientific Partnerships, Siemens Healthineers AG, Forchheim, Germany
raw_author_name: Dominik Nickel
raw_affiliation_strings: MR Application Predevelopment Siemens Healthineers AG  Forchheim Germany
MR Application Predevelopment, Siemens Healthineers AG, Forchheim, Germany
raw_author_name: Simon S. Martin
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Christian Booz
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Scherwin Mahmoudi
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Saber Al‐Saleh
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Daniel Dahm
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Paul Konrad
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Simon Bernatz
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Philipp Reschke
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Elena Höhne
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Renate M. Hammerstingl
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Katrin Eichler
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Tatjana Gruber‐Rouh
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Sebastian M. Haberkorn
raw_affiliation_strings: Department of Cardiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Cardiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Tommaso D'Angelo
raw_affiliation_strings: Department of Biomedical Sciences and Morphological and Functional Imaging University Hospital Messina  Messina Italy
Department of Biomedical Sciences and Morphological and Functional Imaging, University Hospital Messina, Messina, Italy
raw_author_name: Christophe Weber
raw_affiliation_strings: University Hospital, Department of Cardiology, Angiology, and Pulmonology University of Heidelberg  Heidelberg Germany
University Hospital, Department of Cardiology, Angiology, and Pulmonology, University of Heidelberg, Heidelberg, Germany
raw_author_name: Stefan Zeuzem
raw_affiliation_strings: Medical Clinic 1 Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Medical Clinic 1, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Armin Wiegering
raw_affiliation_strings: Department of General, Visceral, and Transplant Surgery Frankfurt University Hospital  Frankfurt am Main Germany
Department of General, Visceral, and Transplant Surgery, Frankfurt University Hospital, Frankfurt am Main, Germany
raw_author_name: Ralph Sinkus
raw_affiliation_strings: Laboratory of Translational Vascular Sciences, U1148, INSERM, Université de Paris  Paris France
raw_author_name: Thomas J. Vogl
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
raw_author_name: Vitali Koch
raw_affiliation_strings: Department of Radiology Goethe University Hospital Frankfurt  Frankfurt am Main Germany
Department of Radiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany