Machine learning techniques, applications, and potential future opportunities in pressure injuries (bedsores) management: a systematic review

OY Dweekat, SS Lam, L McGrath - International journal of environmental …, 2023 - mdpi.com
Pressure Injuries (PI) are one of the most common health conditions in the United States.
Most acute or long-term care patients are at risk of developing PI. Machine Learning (ML) …

Smart Sensing Chairs for Sitting Posture Detection, Classification, and Monitoring: A Comprehensive Review

DF Odesola, J Kulon, S Verghese, A Partlow, C Gibson - Sensors, 2024 - mdpi.com
Incorrect sitting posture, characterized by asymmetrical or uneven positioning of the body,
often leads to spinal misalignment and muscle tone imbalance. The prolonged maintenance …

Multi-mode electric wheelchair with health monitoring and posture detection using machine learning techniques

J Arshad, MA Ashraf, HM Asim, N Rasool, MH Jaffery… - Electronics, 2023 - mdpi.com
Patients with cognitive difficulties and impairments must be given innovative wheelchair
systems to ease navigation and safety in today's technologically evolving environment. This …

An Intelligent Cost‐Efficient System to Prevent the Improper Posture Hazards in Offices Using Machine Learning Algorithms

J Arshad, HM Asim, MA Ashraf… - Computational …, 2022 - Wiley Online Library
In this research, an intelligent and cost‐efficient system has been proposed to detect the
improper sitting posture of a person working at a desk, mostly in offices, using machine …

[PDF][PDF] Force Sensitive Resistors-Based Real-Time Posture Detection System Using Machine Learning Algorithms.

A Javaid, A Abbas, J Arshad… - … , Materials & Continua, 2023 - researchgate.net
To detect the improper sitting posture of a person sitting on a chair, a posture detection
system using machine learning classification has been proposed in this work. The …

Enhanced Route navigation control system for turtlebot using human-assisted mobility and 3-D SLAM optimization

A Kumar, KU Singh, P Dadheech, A Sharma, AI Alutaibi… - Heliyon, 2024 - cell.com
An autonomous, power-assisted Turtlebot is presented in this paper in order to enhance
human mobility. The turtlebot moves from its initial position to its final position at a …

Pressure optimization system for Varicose Veins management

K Rithika, S Saranya, K Chandramouli… - 2023 IEEE Region 10 …, 2023 - ieeexplore.ieee.org
Veins have one way valves inside them that open and close to keep the blood flowing
towards the heart. Varicose veins represent a condition where the weak or damaged valves …

[PDF][PDF] System Design and Implementation for Machine Learning and Internet of Things Based Anomaly Detection in Patient Movement

BM Sabbar, M Jabbar, AH Ali… - J. Electrical …, 2024 - researchgate.net
Emerging trends in healthcare have seen an increased need for improved monitoring, and
as a result, machine learning (ML) and the Internet of Things have been integrated to …

An Integrated Framework of Multifaceted Machine Learning, Metaheuristics, and Braden Scale to Predict Hospital-Acquired Pressure Injuries (Bedsores)

OY Dweekat - 2023 - search.proquest.com
Abstract Hospital-Acquired Pressure Injuries (HAPIs), known as bedsores, are the second
most common diagnosis in healthcare system billing records in the United States and …

[PDF][PDF] Research Article An Intelligent Cost-Efficient System to Prevent the Improper Posture Hazards in Offices Using Machine Learning Algorithms

J Arshad, HM Asim, MA Ashraf, MH Jaffery, KS Zaidi… - 2022 - academia.edu
In this research, an intelligent and cost-efficient system has been proposed to detect the
improper sitting posture of a person working at a desk, mostly in offices, using machine …