Integrated failure analysis using machine learning predictive system for smart management of medical equipment maintenance

AH Zamzam, K Hasikin, AKA Wahab - Engineering Applications of Artificial …, 2023 - Elsevier
The study aims to develop the failure analysis predictive models, which prognosticate first
failure event (FFE), failure-to-year ratio (FYR), and failure rectification group (FRG). The …

An integrative approach to medical laboratory equipment risk management

N Saleh, O Gamal, MAA Eldosoky, AR Shaaban - Scientific Reports, 2024 - nature.com
Abstract Medical Laboratory Equipment (MLE) is one of the most influential means for
diagnosing a patient in healthcare facilities. The accuracy and dependability of clinical …

Risk assessment of medical devices used for COVID-19 patients based on a Markovian-based weighted failure mode effects analysis (WFMEA)

M Tavakoli, R Mesbahi, S Nayeri… - Scientia Iranica, 2022 - scientiairanica.sharif.edu
Medical devices are critical in the healthcare system and their failures can significantly
impress the safety of patients, medical staff, and clinical engineers. With the increasing …

A technique of risk management for medical laboratory equipment

N Saleh, O Gamal, MAA Eldosoky… - … congress on human …, 2022 - ieeexplore.ieee.org
One of the most significant instruments for diagnosing patients in hospitals is Medical
Laboratory Equipment (MLE). Laboratory testing is essential in making medical decisions …

Medical Equipment Maintenance Management and Optimization in Healthcare Facilities: Literature Review

EA Ramadan, AA Abu-Ghaleb… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
The goal of this paper is to summarize the current literature on maintenance management,
optimization techniques of medical equipment in healthcare facilities and try to critique the …

Prioritisation Assessment and Robust Predictive Model for a Comprehensive Medical Equipment Maintenance Using Machine Learning Techniques

AHB Zamzam - 2022 - search.proquest.com
Medical equipment reliability is critical to the quality of healthcare services. Nevertheless,
maintaining the reliability of medical equipment in terms of availability, durability, safety, and …

A Clustering-based Approach for Maintenance Prioritization of Medical Devices in a New Hospital

H Güçdemir, MA Ilgın - Yüzüncü Yıl Üniversitesi Fen Bilimleri …, 2023 - dergipark.org.tr
Medical devices are fundamental to preventing, diagnosing and treating disease and high
availability of them is vital for the uninterrupted operation of a hospital. That is why hospitals …

[PDF][PDF] Developing an objective risk assessment method for informing maintenance schedules using medical equipment performance data

DT Rothwell - 2024 - researchgate.net
Laws and regulations govern the management of medical equipment. Instructions on how
and when to perform maintenance are provided by manufacturers and implemented by …

Um modelo de priorização de manutenção de equipamentos médico-hospitalares

RM Gadelha - 2023 - repositorio.ufpb.br
Different non-manufacturing sectors have invested in structured procedures to improve
mainte-nance management. In healthcare facilities, this improvement in maintenance …

A methodology to assess sustainability in medical device design

S Karupppasamy - 2022 - library2.smu.ca
The medical device design and development process is highly interdisciplinary and
complies with stringent regulatory requirements and safety standards to de-risk the product …