AIMC Topic: Wound Healing

Clear Filters Showing 41 to 50 of 100 articles

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...
Deep Learning Wound Healing Biocompatible Materials Collagen Humans Temperature Animals
View on PubMed DOI

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...
Corneal Injuries Metal Nanoparticles Animals Silver Rabbits Mammals RNA, Messenger Wound Healing
View on PubMed DOI

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.
Photography Slit Lamp Microscopy Corneal Ulcer Eye Infections, Fungal Cicatrix Retrospective Studies False Positive Reactions Sensitivity and Specificity Eye Infections, Bacterial Deep Learning ROC Curve Wound Healing Predictive Value of Tests Area Under Curve Humans Algorithms
View on PubMed DOI

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...
Female Risk Factors Aged Male Machine Learning Prospective Studies Prognosis Treatment Outcome Wound Healing Lower Extremity Surgical Wound Middle Aged Risk Assessment Pilot Projects Humans Amputation, Surgical Chronic Limb-Threatening Ischemia Feasibility Studies Regional Blood Flow Hyperspectral Imaging
View on PubMed DOI

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...
Humans Deep Learning Wound Healing Endothelium, Vascular Cell Tracking
View on PubMed DOI

Development of a Method for Clinical Evaluation of Artificial Intelligence-Based Digital Wound Assessment Tools.

JAMA network open May 3, 2021
IMPORTANCE: Accurate assessment of wound area and percentage of granulation tissue (PGT) are important for optimizing wound care and healing outcomes. Artificial intelligence (AI)-based wound assessment tools have the potential to improve the accurac...
Granulation Tissue Wound Healing Observer Variation Photography Software Design Artificial Intelligence Middle Aged Female Clinical Competence Aged Adolescent Aged, 80 and over Young Adult Adult Male Humans
View on PubMed DOI

Deep Neural Network Accurately Predicts Prognosis of Ulcerative Colitis Using Endoscopic Images.

Gastroenterology Jan 21, 2021
Follow-Up Studies Wound Healing Colitis, Ulcerative Intestinal Mucosa Predictive Value of Tests Colectomy Colonoscopy Steroids Severity of Illness Index Adolescent Adult Male Middle Aged Humans Hospitalization Aged Aged, 80 and over Young Adult Neural Networks, Computer Prognosis Female
View on PubMed DOI

Automated Extraction of Skin Wound Healing Biomarkers From In Vivo Label-Free Multiphoton Microscopy Using Convolutional Neural Networks.

Lasers in surgery and medicine Jan 13, 2021
BACKGROUND AND OBJECTIVES: Histological analysis is a gold standard technique for studying impaired skin wound healing. Label-free multiphoton microscopy (MPM) can provide natural image contrast similar to histological sections and quantitative metab...
Neural Networks, Computer Mice Wound Healing Microscopy Biomarkers Animals Image Processing, Computer-Assisted
View on PubMed DOI

Fully automatic wound segmentation with deep convolutional neural networks.

Scientific reports Dec 14, 2020
Acute and chronic wounds have varying etiologies and are an economic burden to healthcare systems around the world. The advanced wound care market is expected to exceed $22 billion by 2024. Wound care professionals rely heavily on images and image do...
Image Processing, Computer-Assisted Wound Healing Wounds and Injuries Humans Neural Networks, Computer Algorithms
View on PubMed DOI

Trends in Micro-/Nanorobotics: Materials Development, Actuation, Localization, and System Integration for Biomedical Applications.

Advanced materials (Deerfield Beach, Fla.) Dec 4, 2020
Micro-/nanorobots (m-bots) have attracted significant interest due to their suitability for applications in biomedical engineering and environmental remediation. Particularly, their applications in in vivo diagnosis and intervention have been the foc...
Humans Drug Delivery Systems Animals Wound Healing Robotics Nanotechnology
View on PubMed DOI
Popular Topics
Recent Journals