TY - GEN
T1 - First Exploration of H-scan Ultrasound Imaging in Diabetic Foot
T2 - 2025 IEEE International Ultrasonics Symposium, IUS 2025
AU - Ochoa, Emilio J.
AU - Barrera, Gilmer Flores
AU - Orihuela, Cristina
AU - Salazar-Reque, Itamar
AU - Romero, Stefano E.
AU - Naemi, Roozbeh
AU - Parker, Kevin J.
AU - Castaneda, Benjamin
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - Diabetic foot complications are a leading cause of morbidity and lower-limb amputation worldwide, largely driven by structural and mechanical alterations of plantar soft tissues. Reverberant shear wave ultrasound elastography has shown potential in detecting increased stiffness in diabetic plantar tissue; however, stiffness alone does not fully capture microstructural remodeling at the scatterer level. H-scan ultrasound imaging is a scatterer-size-sensitive technique that encodes frequency-dependent backscatter information into color maps, providing a novel means of assessing tissue microarchitecture. In this feasibility study, we applied H-scan imaging to the plantar soft tissues of 10 diabetic patients and 3 healthy controls. Radiofrequency ultrasound data were acquired at clinically relevant sites (1st and 3rd metatarsal heads and heel), processed using a 256-filter Gaussian convolution algorithm, and analyzed with an automated region-of-interest detection method. The intensity-weighted percentage of red pixels (IWPred), representing the prevalence of larger scatterers, was extracted as a quantitative biomarker. Results showed significantly higher IWPred values in participants with diabetes at the 3rd metatarsal head for both feet (left: p ≤ 0.002, right: p ≤ 0.001), while no significant differences were observed at the 1st metatarsal head or heel. These findings suggest that H-scan imaging can detect microstructural alterations in diabetic plantar tissues, particularly at high-risk ulceration sites. This study provides the first evidence supporting the feasibility of H-scan ultrasound as a non-invasive, rapid, and clinically deployable tool for diabetic foot risk assessment.
AB - Diabetic foot complications are a leading cause of morbidity and lower-limb amputation worldwide, largely driven by structural and mechanical alterations of plantar soft tissues. Reverberant shear wave ultrasound elastography has shown potential in detecting increased stiffness in diabetic plantar tissue; however, stiffness alone does not fully capture microstructural remodeling at the scatterer level. H-scan ultrasound imaging is a scatterer-size-sensitive technique that encodes frequency-dependent backscatter information into color maps, providing a novel means of assessing tissue microarchitecture. In this feasibility study, we applied H-scan imaging to the plantar soft tissues of 10 diabetic patients and 3 healthy controls. Radiofrequency ultrasound data were acquired at clinically relevant sites (1st and 3rd metatarsal heads and heel), processed using a 256-filter Gaussian convolution algorithm, and analyzed with an automated region-of-interest detection method. The intensity-weighted percentage of red pixels (IWPred), representing the prevalence of larger scatterers, was extracted as a quantitative biomarker. Results showed significantly higher IWPred values in participants with diabetes at the 3rd metatarsal head for both feet (left: p ≤ 0.002, right: p ≤ 0.001), while no significant differences were observed at the 1st metatarsal head or heel. These findings suggest that H-scan imaging can detect microstructural alterations in diabetic plantar tissues, particularly at high-risk ulceration sites. This study provides the first evidence supporting the feasibility of H-scan ultrasound as a non-invasive, rapid, and clinically deployable tool for diabetic foot risk assessment.
KW - H-scan ultrasound
KW - diabetic complications
KW - diabetic foot
KW - medical imaging
KW - plantar soft tissue
KW - scatterer size distribution
KW - ultrasound tissue characterization
UR - https://www.scopus.com/pages/publications/105021825677
U2 - 10.1109/IUS62464.2025.11201811
DO - 10.1109/IUS62464.2025.11201811
M3 - Conference contribution
AN - SCOPUS:105021825677
T3 - IEEE International Ultrasonics Symposium, IUS
BT - 2025 IEEE International Ultrasonics Symposium, IUS 2025
PB - IEEE Computer Society
Y2 - 15 September 2025 through 18 September 2025
ER -