First Exploration of H-scan Ultrasound Imaging in Diabetic Foot: A Feasibility Study
| dc.contributor.author | Emilio J. Ochoa | |
| dc.contributor.author | Gilmer Flores Barrera | |
| dc.contributor.author | Cristina Orihuela | |
| dc.contributor.author | Itamar Salazar-Reque | |
| dc.contributor.author | Stefano E. Romero | |
| dc.contributor.author | Roozbeh Naemi | |
| dc.contributor.author | Kevin J. Parker | |
| dc.contributor.author | Benjamín Castañeda | |
| dc.coverage.spatial | Bolivia | |
| dc.date.accessioned | 2026-03-22T19:47:24Z | |
| dc.date.available | 2026-03-22T19:47:24Z | |
| dc.date.issued | 2025 | |
| dc.description.abstract | 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 (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.doi | 10.1109/ius62464.2025.11201811 | |
| dc.identifier.uri | https://doi.org/10.1109/ius62464.2025.11201811 | |
| dc.identifier.uri | https://andeanlibrary.org/handle/123456789/78130 | |
| dc.source | University of Rochester | |
| dc.subject | Medicine | |
| dc.subject | Ultrasound | |
| dc.subject | Ultrasound imaging | |
| dc.subject | Diabetic foot | |
| dc.subject | Diabetes mellitus | |
| dc.subject | Elastography | |
| dc.subject | Soft tissue | |
| dc.subject | Radiology | |
| dc.subject | Biomedical engineering | |
| dc.subject | Heel | |
| dc.title | First Exploration of H-scan Ultrasound Imaging in Diabetic Foot: A Feasibility Study | |
| dc.type | article |