AIMC Topic: Wound Healing
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An Improved Clinical and Genetics-Based Prediction Model for Diabetic Foot Ulcer Healing.
Advances in wound care
Mar 5, 2024
The goal of this investigation was to use comprehensive prediction modeling tools and available genetic information to try to improve upon the performance of simple clinical models in predicting whether a diabetic foot ulcer (DFU) will heal. We uti...
Effects of various cross-linked collagen scaffolds on wound healing in rats model by deep-learning CNN.
Computer methods in biomechanics and biomedical engineering
Feb 15, 2024
Scar tissue is connective tissue formed on the wound during the wound-healing process. The most significant distinction between scar tissue and normal tissue is the appearance of covalent cross-linking and the amount of collagen fibers in the tissue....
A novel artificial intelligence-assisted "vascular healing" diagnosis for prediction of future clinical relapse in patients with ulcerative colitis: a prospective cohort study (with video).
Gastrointestinal endoscopy
Jan 10, 2024
BACKGROUND AND AIMS: Image-enhanced endoscopy has attracted attention as a method for detecting inflammation and predicting outcomes in patients with ulcerative colitis (UC); however, the procedure requires specialist endoscopists. Artificial intelli...
Can artificial intelligence replace endoscopists when assessing mucosal healing in ulcerative colitis? A systematic review and diagnostic test accuracy meta-analysis.
Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver
Dec 5, 2023
BACKGROUNDS AND AIMS: Mucosal healing (MH) in inflammatory bowel diseases (IBD) is an important landmark for clinical decision making. Artificial intelligence systems (AI) that automatically deliver the grade of endoscopic inflammation may solve mode...
Implanting deep learning models for burn wound assessment.
Burns : journal of the International Society for Burn Injuries
Nov 19, 2023
Digital Twin in Healthcare: A Study for Chronic Wound Management.
IEEE journal of biomedical and health informatics
Nov 7, 2023
Although the concept of digital twin technology has been in existence for nearly half a century, its application in healthcare is a relatively recent development. In healthcare, the utilization of digital twin and data-driven models has proven to enh...
[Deep healing-Comments on the ethical risks and chances of artificial intelligence].
Innere Medizin (Heidelberg, Germany)
Oct 6, 2023
Hardly any other field of application of artificial intelligence (AI) needs more ethics by design than medicine; however, if a deep integration of ethical principles succeeds there is a chance of "deep healing", for each individual and also for medic...
Quantifying innervation facilitated by deep learning in wound healing.
Scientific reports
Oct 6, 2023
The peripheral nerves (PNs) innervate the dermis and epidermis, and are suggested to play an important role in wound healing. Several methods to quantify skin innervation during wound healing have been reported. Those usually require multiple observe...
A Deep Learning Image-to-Image Translation Approach for a More Accessible Estimator of the Healing Time of Burns.
IEEE transactions on bio-medical engineering
Sep 27, 2023
OBJECTIVE: An accurate and timely diagnosis of burn severity is critical to ensure a positive outcome. Laser Doppler imaging (LDI) has become a very useful tool for this task. It measures the perfusion of the burn and estimates its potential healing ...
Artificial Intelligence Optical Biopsy for Evaluating the Functional State of Wounds.
The Journal of surgical research
Aug 8, 2023
INTRODUCTION: The clinical characterization of the functional status of active wounds in terms of their driving cellular and molecular biology remains a considerable challenge that currently requires excision via a tissue biopsy. In this pilot study,...
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