AIMC Topic: Wound Healing

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2D/3D Wound Segmentation and Measurement Based on a Robot-Driven Reconstruction System.

Sensors (Basel, Switzerland) Mar 21, 2023
Chronic wounds, are a worldwide health problem affecting populations and economies as a whole. With the increase in age-related diseases, obesity, and diabetes, the costs of chronic wound healing will further increase. Wound assessment should be fast...
Wound Healing Algorithms Robotics Imaging, Three-Dimensional Skin
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Proper Orthogonal Decomposition Analysis Reveals Cell Migration Directionality During Wound Healing.

Annals of biomedical engineering Jul 11, 2022
A proper orthogonal decomposition (POD) order reduction method was implemented to reduce the full high dimensional dynamical system associated with a wound healing cell migration assay to a low-dimensional approximation that identified the prevailing...
Artificial Intelligence Wound Healing Cell Movement Pulsatile Flow
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Intelligent Wearable Sensors Interconnected with Advanced Wound Dressing Bandages for Contactless Chronic Skin Monitoring: Artificial Intelligence for Predicting Tissue Regeneration.

Analytical chemistry Apr 25, 2022
Toward the adoption of artificial intelligence-enabled wearable sensors interconnected with intelligent medical objects, this contactless multi-intelligent wearable technology provides a solution for healthcare to monitor hard-to-heal wounds and crea...
Bandages Administration, Cutaneous Wearable Electronic Devices Wound Healing Artificial Intelligence
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Automatic wound detection and size estimation using deep learning algorithms.

PLoS computational biology Mar 11, 2022
Evaluating and tracking wound size is a fundamental metric for the wound assessment process. Good location and size estimates can enable proper diagnosis and effective treatment. Traditionally, laboratory wound healing studies include a collection of...
Animals Mice Algorithms Deep Learning Image Processing, Computer-Assisted Wound Healing
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Automatic Robot-Driven 3D Reconstruction System for Chronic Wounds.

Sensors (Basel, Switzerland) Dec 12, 2021
Chronic wounds, or wounds that are not healing properly, are a worldwide health problem that affect the global economy and population. Alongside with aging of the population, increasing obesity and diabetes patients, we can assume that costs of chron...
Imaging, Three-Dimensional Image Processing, Computer-Assisted Wound Healing Humans Algorithms Robotics
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ColGen: An end-to-end deep learning model to predict thermal stability of de novo collagen sequences.

Journal of the mechanical behavior of biomedical materials Oct 31, 2021
Collagen is the most abundant structural protein in humans, with dozens of sequence variants accounting for over 30% of the protein in an animal body. The fibrillar and hierarchical arrangements of collagen are critical in providing mechanical proper...
Wound Healing Biocompatible Materials Collagen Animals Deep Learning Humans Temperature
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Transcorneal delivery of topically applied silver nanoparticles does not delay epithelial wound healing.

NanoImpact Aug 24, 2021
Silver nanoparticles (AgNPs) are a common antimicrobial additive for a variety of applications, including wound care. However, AgNPs often undergo dissolution resulting in release of silver ions, with subsequent toxicity to mammalian cells. The corne...
Rabbits Wound Healing Mammals Metal Nanoparticles Animals Corneal Injuries Silver RNA, Messenger
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Differentiation of Active Corneal Infections from Healed Scars Using Deep Learning.

Ophthalmology Aug 2, 2021
PURPOSE: To develop and evaluate an automated, portable algorithm to differentiate active corneal ulcers from healed scars using only external photographs.
Slit Lamp Microscopy Corneal Ulcer Eye Infections, Fungal False Positive Reactions Eye Infections, Bacterial Photography Area Under Curve Cicatrix Sensitivity and Specificity Humans Deep Learning Algorithms Retrospective Studies ROC Curve Wound Healing Predictive Value of Tests
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Machine learning analysis of multispectral imaging and clinical risk factors to predict amputation wound healing.

Journal of vascular surgery Jul 24, 2021
OBJECTIVE: Prediction of amputation wound healing is challenging due to the multifactorial nature of critical limb ischemia and lack of objective assessment tools. Up to one-third of amputations require revision to a more proximal level within 1 year...
Wound Healing Lower Extremity Feasibility Studies Regional Blood Flow Surgical Wound Risk Assessment Humans Pilot Projects Machine Learning Treatment Outcome Male Female Middle Aged Risk Factors Prospective Studies Chronic Limb-Threatening Ischemia Hyperspectral Imaging Aged Prognosis Amputation, Surgical
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Methodology for comprehensive cell-level analysis of wound healing experiments using deep learning in MATLAB.

BMC molecular and cell biology Jun 2, 2021
BACKGROUND: Endothelial healing after deployment of cardiovascular devices is particularly important in the context of clinical outcome. It is therefore of great interest to develop tools for a precise prediction of endothelial growth after injury in...
Cell Tracking Humans Wound Healing Deep Learning Endothelium, Vascular
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