AIMC Topic: Pressure Ulcer

Clear Filters Showing 21 to 30 of 64 articles

Augmented Decision-Making in wound Care: Evaluating the clinical utility of a Deep-Learning model for pressure injury staging.

International journal of medical informatics Oct 17, 2023
BACKGROUND: Precise categorization of pressure injury (PI) stages is critical in determining the appropriate treatment for wound care. However, the expertise necessary for PI staging is frequently unavailable in residential care settings.
Humans Neural Networks, Computer Deep Learning Pressure Ulcer
View on PubMed DOI

Risk predictions of hospital-acquired pressure injury in the intensive care unit based on a machine learning algorithm.

International wound journal Jun 13, 2023
Pressure injury (PI), or local damage to soft tissues and skin caused by prolonged pressure, remains controversial in the medical world. Patients in intensive care units (ICUs) were frequently reported to suffer PIs, with a heavy burden on their life...
Humans Artificial Intelligence Machine Learning Algorithms Intensive Care Units Hospitals Pressure Ulcer
View on PubMed DOI

Leveraging artificial intelligence and decision support systems in hospital-acquired pressure injuries prediction: A comprehensive review.

Artificial intelligence in medicine Apr 25, 2023
BACKGROUND: Hospital-acquired pressure injuries (HAPIs) constitute a significant challenge harming thousands of people worldwide yearly. While various tools and methods are used to identify pressure injuries, artificial intelligence (AI) and decision...
Humans Pressure Ulcer Risk Factors Hospitals Artificial Intelligence Retrospective Studies
View on PubMed DOI

In-Bed Posture Classification Using Deep Neural Network.

Sensors (Basel, Switzerland) Feb 22, 2023
In-bed posture monitoring has become a prevalent area of research to help minimize the risk of pressure sore development and to increase sleep quality. This paper proposed 2D and 3D Convolutional Neural Networks, which are trained on images and video...
Pressure Ulcer Hospitals Posture Sleep Movement Humans Neural Networks, Computer
View on PubMed DOI

Visual classification of pressure injury stages for nurses: A deep learning model applying modern convolutional neural networks.

Journal of advanced nursing Feb 8, 2023
AIMS: To develop a deep learning model for pressure injury stages classification based on real-world photographs and compare its performance with that of clinical nurses to seek the opportunity of its application in clinical settings.
Neural Networks, Computer Retrospective Studies Humans Pressure Ulcer Deep Learning Nurses
View on PubMed DOI

Simultaneous Segmentation and Classification of Pressure Injury Image Data Using Mask-R-CNN.

Computational and mathematical methods in medicine Feb 2, 2023
BACKGROUND: Pressure injuries (PIs) impose a substantial burden on patients, caregivers, and healthcare systems, affecting an estimated 3 million Americans and costing nearly $18 billion annually. Accurate pressure injury staging remains clinically c...
Humans Image Processing, Computer-Assisted Algorithms Pressure Ulcer Deep Learning
View on PubMed DOI

Automatic segmentation and measurement of pressure injuries using deep learning models and a LiDAR camera.

Scientific reports Jan 13, 2023
Pressure injuries are a common problem resulting in poor prognosis, long-term hospitalization, and increased medical costs in an aging society. This study developed a method to do automatic segmentation and area measurement of pressure injuries using...
Humans Prospective Studies Deep Learning Image Processing, Computer-Assisted Taiwan Pressure Ulcer
View on PubMed DOI

Pressure Injury Prediction Model Using Advanced Analytics for At-Risk Hospitalized Patients.

Journal of patient safety May 19, 2022
OBJECTIVE: Analyzing pressure injury (PI) risk factors is complex because of multiplicity of associated factors and the multidimensional nature of this injury. The main objective of this study was to identify patients at risk of developing PI.
Cohort Studies ROC Curve Pressure Ulcer Machine Learning Risk Factors Humans
View on PubMed DOI

Deep learning approach based on superpixel segmentation assisted labeling for automatic pressure ulcer diagnosis.

PloS one Feb 17, 2022
A pressure ulcer is an injury of the skin and underlying tissues adjacent to a bony eminence. Patients who suffer from this disease may have difficulty accessing medical care. Recently, the COVID-19 pandemic has exacerbated this situation. Automatic ...
Algorithms Taiwan SARS-CoV-2 Pressure Ulcer Deep Learning Image Processing, Computer-Assisted Humans Neural Networks, Computer COVID-19
View on PubMed DOI

Development and validation of a machine learning algorithm-based risk prediction model of pressure injury in the intensive care unit.

International wound journal Jan 25, 2022
The study aimed to establish a machine learning-based scoring nomogram for early recognition of likely pressure injuries in an intensive care unit (ICU) using large-scale clinical data. A retrospective cohort study design was employed to develop and ...
Pressure Ulcer Humans Machine Learning Intensive Care Units Algorithms Electronic Health Records Retrospective Studies
View on PubMed DOI
Popular Topics
Recent Journals