Article

Evaluating research-grade and commercial SFDI platforms for burn severity assessment and feature reduction

2026-07-28

Abstract excerpt

Spatial frequency domain imaging (SFDI) has demonstrated the ability to provide early, quantitative assessment of burn wound severity. Previous studies using a research-grade SFDI platform showed that high-dimensional datasets incorporating multiple spatial frequencies and wavelengths can predict healing outcomes in controlled porcine models of graded burns. To assess the impact of reduced measurement dimensionali...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 12691728-27bc-5a26-8943-703da0cd2869
DOI: 10.64898/2026.07.27.741081

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Evaluating research-grade and commercial SFDI platforms for burn severity assessment and feature reductionDOI 10.64898/2026.07.27.741081Read

Spectral Organ Fingerprints For Machine Learning-Based Intraoperative Tissue Classification With Hyperspectral ImagingSemantic proximity Read

Spectral organ fingerprints for intraoperative tissue classification with hyperspectral imagingSemantic proximity Read

Optical Biopsy using a neural network to predict functional state from photos of woundsSemantic proximity Read

Advances in Non-invasive Biosensing Measures to Monitor Wound Healing ProgressionSemantic proximity Read

Deep representation learning for domain adaptatable classification of infrared spectral imaging dataSemantic proximity Read

Dermal features derived from optoacoustic tomograms via machine learning correlate microangiopathy phenotypes with diabetes stage.Semantic proximity Read

The mathematics of erythema: Development of machine learning models for artificial intelligence assisted measurement and severity scoring of radiation induced dermatitisSemantic proximity Read

Methods for High Fidelity Spectral Data Collection for Generating Ground Truth Data for Simulated TissuesSemantic proximity Read

A quantitative approach to scar analysis.Semantic proximity Read

Assessing Lipid Core Burden Index with Depolarization-Sensitive Optical Frequency Domain ImagingSemantic proximity Read

Photoacoustic monitoring of angiogenesis predicts response to therapy in healing woundsSemantic proximity Read

HyperVein: A Dataset for Human Vein Detection from Hyperspectral ImagesSemantic proximity Read