A clinical decision support system of pressure ulcers tissue classification
DH Chang, PJ Chu, YJ Li, CK Ning… - Proceedings of the 5th …, 2021 - dl.acm.org
Pressure ulcers (PUs) are a common problem associated with great morbidity and cost.
Because of the lack of professional personnel in the institutions or home care system, the …
Because of the lack of professional personnel in the institutions or home care system, the …
Application of deep learning to pressure injury staging
H Liu, J Hu, J Zhou, R Yu - Journal of Wound Care, 2024 - magonlinelibrary.com
Objective: Accurate assessment of pressure injuries (PIs) is necessary for a good outcome.
Junior and non-specialist nurses have less experience with PIs and lack clinical practice …
Junior and non-specialist nurses have less experience with PIs and lack clinical practice …
[PDF][PDF] A rapid review on application scenarios for artificial intelligence in nursing care
K Seibert, D Domhoff, D Bruch, M Schulte-Althoff… - JMIR …, 2020 - researchgate.net
Background: Artificial intelligence (AI) holds the promise to support nurses' clinical decision
making in complex care situations or to conduct tasks that are remote from direct patient …
making in complex care situations or to conduct tasks that are remote from direct patient …
Mechanical Ventilator Pressure and Volume Control Using Classifier Machine Learning Algorithm for Medical Care
The mechanical ventilation technique is crucial for saving the lives of critically ill patients in
the Intensive Care Unit. However, there can be a mismatch between the patient's needs and …
the Intensive Care Unit. However, there can be a mismatch between the patient's needs and …
Improvement of Mucosal Lesion Diagnosis with Machine Learning Based on Medical and Semiological Data: An Observational Study
A Dubuc, A Zitouni, C Thomas, P Kémoun… - Journal of Clinical …, 2022 - mdpi.com
Despite artificial intelligence used in skin dermatology diagnosis is booming, application in
oral pathology remains to be developed. Early diagnosis and therefore early management …
oral pathology remains to be developed. Early diagnosis and therefore early management …
A system for quantifying facial symmetry from 3D contour maps based on transfer learning and fast R-CNN
Physicians spend much time observing the facial symmetry of patients and collecting various
data to arrive at an accurate clinical judgment. This study presents a transfer learning …
data to arrive at an accurate clinical judgment. This study presents a transfer learning …
Diabetic foot ulcer segmentation using logistic regression, DBSCAN clustering and mathematical morphology operators
A Heras-Tang, D Valdés-Santiago… - … : Electronic Letters on …, 2022 - ddd.uab.cat
Digital images are used for the evaluation and diagnosis of diabetic foot ulcers. Selecting
the region of interest in an image is a preliminary step for subsequent analysis. Most of the …
the region of interest in an image is a preliminary step for subsequent analysis. Most of the …
Encoder–decoder semantic segmentation models for pressure wound images
Segmentation of wound images is important for efficient wound treatment so that appropriate
treatment methods can be recommended quickly. Wound measurement, is subjective for an …
treatment methods can be recommended quickly. Wound measurement, is subjective for an …
[PDF][PDF] Performance Analysis of Supervised Machine Learning Algorithms on Medical Dataset
Machine learning (ML) algorithms are designed to perform prediction based on features.
With the help of machine learning, system can automatically learn and improve by …
With the help of machine learning, system can automatically learn and improve by …
Applying Deep Learning to Establish a Telemedicine Assistance System: A Case Study of the Stage Classification of Pressure Injuries
C Ming-Chuan, TY Tseng, CC Chang… - … Engineering in a …, 2023 - books.google.com
The current medical system still uses manual work for the assessment of pressure injuries.
For medical staff, it consumes lots of time and energy, and is difficult to maintain a consistent …
For medical staff, it consumes lots of time and energy, and is difficult to maintain a consistent …