AIMC Topic: Wound Healing

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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...
Delivery of Health Care Wound Healing Artificial Intelligence Humans
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[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...
Wound Healing Moral Obligations Medicine Artificial Intelligence
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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...
Animals Nerve Fibers Skin Peripheral Nerves Mice Wound Healing Deep Learning
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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 ...
Deep Learning Wound Healing Humans Laser-Doppler Flowmetry Burns Skin
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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,...
Muscle, Skeletal Wound Healing Dogs Biopsy Animals Pilot Projects Neural Networks, Computer Artificial Intelligence
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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...
Robotics Wound Healing Skin Algorithms Imaging, Three-Dimensional
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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 Cell Movement Wound Healing 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...
Administration, Cutaneous Wound Healing Bandages Wearable Electronic Devices 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 Deep Learning Algorithms Wound Healing Mice Image Processing, Computer-Assisted
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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...
Image Processing, Computer-Assisted Algorithms Humans Robotics Wound Healing Imaging, Three-Dimensional
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