Mapping Hip Cartilage Over Time: A Pipeline for Longitudinal Analysis of Quantitative MRI Using Radial Sections

Motivation: Scientific literature on osteoarthritis of the hip is very sparse, especially compared to the knee, because MRI assessment of the hip is incredibly challenging. Goal(s): Our goal was to determine clinical feasibility for cartilage assessment of the hip captured through radial imaging planes. Approach: We acquired 2D radial images of the hip joint at three different time points and assessed them using standard image processing techniques. Results: We demonstrate that 2D radial imaging is a constructive approach for mitigating partial volume artifacts and the resulting images can be effectively processed for quantitative and qualitative analyses of the hip joint cartilage. Impact: We demonstrate a processing pipeline for analysis of hip cartilage longitudinally acquired through radial imaging planes. The proposed methods could facilitate the clinical translation of quantitative radial imaging for assessment of the hip cartilage for pre-symptomatic indicators of disease.

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
2024-11-26
DOI
https://doi.org/10.58530/2024/2257
Primary Topic
Osteoarthritis Treatment and Mechanisms
Type
article
Field-Weighted Citation Impact
0.00
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article

Mapping Hip Cartilage Over Time: A Pipeline for Longitudinal Analysis of Quantitative MRI Using Radial Sections

Guido Gerig, Riccardo Lattanzi, Batool Abbas
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
Osteoarthritis Treatment and Mechanisms
article

Mapping Hip Cartilage Over Time: A Pipeline for Longitudinal Analysis of Quantitative MRI Using Radial Sections

Guido Gerig, Riccardo Lattanzi, Batool Abbas
article en

Abstract

Motivation: Scientific literature on osteoarthritis of the hip is very sparse, especially compared to the knee, because MRI assessment of the hip is incredibly challenging. Goal(s): Our goal was to determine clinical feasibility for cartilage assessment of the hip captured through radial imaging planes. Approach: We acquired 2D radial images of the hip joint at three different time points and assessed them using standard image processing techniques. Results: We demonstrate that 2D radial imaging is a constructive approach for mitigating partial volume artifacts and the resulting images can be effectively processed for quantitative and qualitative analyses of the hip joint cartilage. Impact: We demonstrate a processing pipeline for analysis of hip cartilage longitudinally acquired through radial imaging planes. The proposed methods could facilitate the clinical translation of quantitative radial imaging for assessment of the hip cartilage for pre-symptomatic indicators of disease.

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
Good health and well-being
Openalex Percentile: Top 62%
Osteoarthritis Treatment and Mechanisms
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Mapping Hip Cartilage Over Time: A Pipeline for Longitudinal Analysis of Quantitative MRI Using Radial Sections — Guido Gerig, Riccardo Lattanzi, 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 (2024) | TGRS Research Map | TGRS