Evidence map›Paper›PMID 37594136›Full record

ReviewJournal of diabetes science and technology2023

Diabetic Foot Ulcer Imaging: An Overview and Future Directions.

Anuradha Godavarty, Kevin Leiva, Noble Amadi, David C Klonoff, David G Armstrong

Open access · greenAbstract readReview
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
4.0field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 1 synthesis or guideline pooled it, 20 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Use of thermal imaging in the detection of the diabetic foot- review.Reviews in endocrine & metabolic disorders · 2026
    Review
  10. Article
  11. Article
  12. Article
  13. 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) · 2024
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Anuradha GodavartyOptical Imaging Laboratory, Department of Biomedical Engineering, Florida International University, Miami, FL, USA.ORCID 0000-0002-6094-5909
Kevin LeivaOptical Imaging Laboratory, Department of Biomedical Engineering, Florida International University, Miami, FL, USA.
Noble AmadiOptical Imaging Laboratory, Department of Biomedical Engineering, Florida International University, Miami, FL, USA.
David C KlonoffDiabetes Research Institute, Mills-Peninsula Medical Center, San Mateo, CA, USA.ORCID 0000-0001-6394-6862
David G ArmstrongSouthwestern Academic Limb Salvage Alliance (SALSA), Keck School of Medicine of USC, Los Angeles, CA, USA.ORCID 0000-0003-1887-9175
Florida International University · USMills Peninsula Health Services · US

Funding

Coordinating Unit for DiaCompU24DK115255 · NIDDK · AUGUSTA UNIVERSITY · PI MCINDOE, RICHARD A. · 2017 to 2020
$11.6M
Smartphone-based optical scanner to physiologically assess diabetic foot ulcersR01EB033413 · NIBIB · FLORIDA INTERNATIONAL UNIVERSITY · PI GODAVARTY, ANURADHA · 2022 to 2025
$2.1M
Improving the science of adherence reinforcement and safe mobility in people with diabetic foot ulcers using smart offloadingR01DK124789 · NIDDK · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ARMSTRONG, DAVID GEORGE, NAJAFI, BIJAN · 2021 to 2025
$2.0M
Development of tissue oxygenation indices for acute wounds and diabetic foot ulcers using near-infrared imaging approachF31DK125153 · NIDDK · FLORIDA INTERNATIONAL UNIVERSITY · PI LEIVA, KEVIN · 2020 to 2021
$73k
NIBIB NIH HHS R01 EB033413NIDDK NIH HHS F31 DK125153NIDDK NIH HHS R01 DK124789NIDDK NIH HHS U24 DK115255
6 · The paper itself

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.

Indexed as

Diabetes MellitusDiabetic FootHumansTomography, X-Ray ComputedWound Healingdiabetic foot ulcersimagingmulti-modalopticalphysiological imagingwound healingwound monitoring

Identifiers

PMID37594136
PMCPMC10658670
OpenAlexW4385968443

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.