ReviewJournal of diabetes science and technology2023
Diabetic Foot Ulcer Imaging: An Overview and Future Directions.
Review in Journal of diabetes science and technology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it, 20 citations in OpenAlex.
- Non-invasive imaging techniques for predicting healing status of diabetic foot ulcers: a ten-year systematic review.Frontiers in medical technology · 2025Pooled it
- Rapid noncontact laser speckle imaging for perfusion-based differentiation of wound necrosis.iScience · 2026Article
- [Expert consensus on the application of bone cement in the treatment of diabetic wounds (2026 edition)].Zhonghua shao shang yu chuang mian xiu fu za zhi · 2026Article
- The added value of ZTE MRI in the assessment of diabetic foot disease.Skeletal radiology · 2026Article
- Article
- Areas of patent innovation regarding diabetic foot ulcers: technological prospecting.Investigacion y educacion en enfermeria · 2026Article
- Muscle oxygenation regulation in physical therapy and rehabilitation.Medical gas research · 2026Review
- Using Textural Analysis of Thermal Imaging to Predict Healing Status of Diabetes-Related Neuropathic Foot Ulcers: Protocol for a Co-Design and Longitudinal Study.JMIR research protocols · 2026Article
- Use of thermal imaging in the detection of the diabetic foot- review.Reviews in endocrine & metabolic disorders · 2026Review
- Mathematical modeling and analysis for tissue curvature correction in near-infrared spectroscopy imaging.Journal of biomedical optics · 2025Article
- A Metabolic Signature Specific to the Patients with Type 2 Diabetes and its Association with the Pathogenesis of Diabetic-Foot Syndrome.Journal of cardiovascular translational research · 2025Article
- Bulk and Single-Cell Transcriptome Analyses Unravel Gene Signatures of Mitochondria-Associated Programmed Cell Death in Diabetic Foot Ulcer.Journal of cellular and molecular medicine · 2024Article
- Quantitative interpretation of infrared images of lower limbs in individuals with and without type 2 diabetes mellitus.Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) · 2024Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
Diabetic foot ulcers (DFUs) affect one in every three people with diabetes. Imaging plays a vital role in objectively complementing the gold-standard visual yet subjective clinical assessments of DFUs during the wound treatment process. Herein, an overview of the various imaging techniques used to image DFUs is summarized. Conventional imaging modalities (e.g., computed tomography, magnetic resonance imaging, positron emission tomography, single-photon emitted computed tomography, and ultrasound) are used to diagnose infections, impact on the bones, foot deformities, and blood flow in patients with DFUs. Transcutaneous oximetry is a gold standard to assess perfusion in DFU cases with vascular issues. For a wound to heal, an adequate oxygen supply is needed to facilitate reparative processes. Several optical imaging modalities can assess tissue oxygenation changes in and around the wounds apart from perfusion measurements. These include hyperspectral imaging, multispectral imaging, diffuse reflectance spectroscopy, near-infrared (NIR) spectroscopy, laser Doppler flowmetry or imaging, and spatial frequency domain imaging. While perfusion measurements are dynamically monitored at point locations, tissue oxygenation measurements are static two-dimensional spatial maps. Recently, we developed a spatio-temporal NIR-based tissue oxygenation imaging approach to map for the extent of asynchrony in the oxygenation flow patterns in and around DFUs. Researchers also measure other parameters such as thermal maps, bacterial infections (from fluorescence maps), pH, collagen, and trans-epidermal water loss to assess DFUs. A future direction for DFU imaging would ideally be a low-cost, portable, multi-modal imaging platform that can provide a visual and physiological assessment of wounds for comprehensive wound care intervention and management.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.