Developing a Public Dataset for 15O-H2O PET/MRI with ASL Perfusion in Healthy Controls and Moyamoya Patients: Methods, Validation & Applications

Motivation: Create a publicly available dataset combining non-invasive ASL perfusion imaging and simultaneous 15O-H2O PET/MRI to facilitate research replication, deep learning model training, and advance open science initiatives. Goal(s): Introduce and validate a dataset comparing ASL perfusion imaging against gold-standard 15O-H2O PET/MRI to improve reproducibility studies and support research in healthy controls and Moyamoya patients. . Approach: Imaging data from 70 healthy controls and 50 Moyamoya patients using 3T PET/MRI covered structural, DWI, ASL perfusion, DSC, and 15O-H2O PET data. Data were harmonized and validated per BIDS specifications. Results: The dataset passed BIDs validation and included demographics, raw data, BIDS-compliant metadata, and derivatives(CBF maps). Impact: This dataset can significantly advance neuroimaging research by enabling reproducibility studies, validating ASL imaging against PET, and supporting artificial intelligence approaches. It provides a critical resource for scientists, clinicians, and data-driven innovations.

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Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2025-09-16
DOI
https://doi.org/10.58530/2025/1521
Primary Topic
Lanthanide and Transition Metal Complexes
Type
article
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article

Developing a Public Dataset for 15O-H2O PET/MRI with ASL Perfusion in Healthy Controls and Moyamoya Patients: Methods, Validation & Applications

Gary K. Steinberg, Moss Zhao, Bin Jiang, Mehdi Khalighi et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Lanthanide and Transition Metal Complexes
article

Developing a Public Dataset for 15O-H2O PET/MRI with ASL Perfusion in Healthy Controls and Moyamoya Patients: Methods, Validation & Applications

Gary K. Steinberg, Moss Zhao, Bin Jiang, Mehdi Khalighi, Audrey P. Fan, Greg Zaharchuk
article en

Abstract

Motivation: Create a publicly available dataset combining non-invasive ASL perfusion imaging and simultaneous 15O-H2O PET/MRI to facilitate research replication, deep learning model training, and advance open science initiatives. Goal(s): Introduce and validate a dataset comparing ASL perfusion imaging against gold-standard 15O-H2O PET/MRI to improve reproducibility studies and support research in healthy controls and Moyamoya patients. . Approach: Imaging data from 70 healthy controls and 50 Moyamoya patients using 3T PET/MRI covered structural, DWI, ASL perfusion, DSC, and 15O-H2O PET data. Data were harmonized and validated per BIDS specifications. Results: The dataset passed BIDs validation and included demographics, raw data, BIDS-compliant metadata, and derivatives(CBF maps). Impact: This dataset can significantly advance neuroimaging research by enabling reproducibility studies, validating ASL imaging against PET, and supporting artificial intelligence approaches. It provides a critical resource for scientists, clinicians, and data-driven innovations.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 81%
Lanthanide and Transition Metal Complexes
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Developing a Public Dataset for 15O-H2O PET/MRI with ASL Perfusion in Healthy Controls and Moyamoya Patients: Methods, Validation & Applications — Gary K. Steinberg, Moss Zhao, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition (2025) | TGRS Research Map | TGRS