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

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
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article

Assessment of Hyperpolarized Gas Ventilation Defect Percentage via User-defined Defect Thresholds

Cody L. Thornburgh, Talissa A. Altes, Jaime F. Mata, John P. Mugler 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
Spacecraft and Cryogenic Technologies
article

Assessment of Hyperpolarized Gas Ventilation Defect Percentage via User-defined Defect Thresholds

Cody L. Thornburgh, Talissa A. Altes, Jaime F. Mata, John P. Mugler, G. Wilson Miller, Robert P. Thomen, Ummul Afia Shammi, Gabriela Garcia Delgado, Mu Zha He
article en

Abstract

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.

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 67%
Spacecraft and Cryogenic Technologies
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Assessment of Hyperpolarized Gas Ventilation Defect Percentage via User-defined Defect Thresholds — Cody L. Thornburgh, Talissa A. Altes, 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