Assessment of Hyperpolarized Gas Ventilation Defect Percentage via User-defined Defect Thresholds
Motivation: A common endpoint of Hyperpolarized Gas MRI (HPG) is the ventilation defect percentage (VDP), but the signal threshold which defines ventilation defects differs among published techniques. Goal(s): Allow a human reader to manually choose a threshold which best identifies ventilation defects and assess the method which best represents the selection. Approach: A custom GUI program was developed and 65 HPG cases were evaluated by multiple readers. The selected threshold values were compared with those of commonly used techniques. Results: The reader thresholds were often lower than those of published techniques for lower-VDP cases and higher in higher-VDP cases. Impact: Single-threshold VDP methods are often discordant with human reader selection of defect thresholds. The extent to which defect mis-labeling is acceptable differs substantially between researchers and radiologists. Defect maps should always be evaluated visually and mis-labeled voxels corrected if necessary.
Authors
- Cody L. Thornburgh (ORCID: https://orcid.org/0009-0007-3869-1811)
- Talissa A. Altes (ORCID: https://orcid.org/0000-0002-8969-8673)
- Jaime F. Mata (ORCID: https://orcid.org/0000-0002-2274-1470)
- John P. Mugler (ORCID: https://orcid.org/0000-0002-4140-308X)
- G. Wilson Miller (ORCID: https://orcid.org/0000-0002-4833-8321)
- Robert P. Thomen
- Ummul Afia Shammi (ORCID: https://orcid.org/0000-0003-0227-1405)
- Gabriela Garcia Delgado
- Mu Zha He
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/10.58530/2025/4648
- Primary Topic
- Spacecraft and Cryogenic Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00