First Exploration of H-scan Ultrasound Imaging in Diabetic Foot: A Feasibility Study

dc.contributor.authorEmilio J. Ochoa
dc.contributor.authorGilmer Flores Barrera
dc.contributor.authorCristina Orihuela
dc.contributor.authorItamar Salazar-Reque
dc.contributor.authorStefano E. Romero
dc.contributor.authorRoozbeh Naemi
dc.contributor.authorKevin J. Parker
dc.contributor.authorBenjamín Castañeda
dc.coverage.spatialBolivia
dc.date.accessioned2026-03-22T19:47:24Z
dc.date.available2026-03-22T19:47:24Z
dc.date.issued2025
dc.description.abstractDiabetic 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 (IWP<inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">red</inf>), representing the prevalence of larger scatterers, was extracted as a quantitative biomarker. Results showed significantly higher IWP<inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">red</inf> 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.
dc.identifier.doi10.1109/ius62464.2025.11201811
dc.identifier.urihttps://doi.org/10.1109/ius62464.2025.11201811
dc.identifier.urihttps://andeanlibrary.org/handle/123456789/78130
dc.sourceUniversity of Rochester
dc.subjectMedicine
dc.subjectUltrasound
dc.subjectUltrasound imaging
dc.subjectDiabetic foot
dc.subjectDiabetes mellitus
dc.subjectElastography
dc.subjectSoft tissue
dc.subjectRadiology
dc.subjectBiomedical engineering
dc.subjectHeel
dc.titleFirst Exploration of H-scan Ultrasound Imaging in Diabetic Foot: A Feasibility Study
dc.typearticle

Files