AIMC Topic: Equipment Failure
Clear Filters Showing 21 to 28 of 28 articles
To err is robotic, to tolerate immunological: fault detection in multirobot systems.
Bioinspiration & biomimetics
Feb 2, 2015
Fault detection and fault tolerance represent two of the most important and largely unsolved issues in the field of multirobot systems (MRS). Efficient, long-term operation requires an accurate, timely detection, and accommodation of abnormally behav...
Enhancing mechanical ventilator reliability through machine learning based predictive maintenance.
Technology and health care : official journal of the European Society for Engineering and Medicine
May 1, 2025
BackgroundWith the advancement of Artificial Intelligence (AI), clinical engineering has witnessed transformative opportunities, enabling predictive maintenance of medical devices, optimization of healthcare workflows, and personalized patient care. ...
Research on equipment fault diagnosis model based on gan and inverse PINN: Solutions for data imbalance and rare faults.
PloS one
Jan 1, 2025
In the field of medical imaging equipment, fault diagnosis plays a vital role in guaranteeing stable operation and prolonging service life. Traditional diagnostic approaches, though, are confronted with issues like intricate fault modes, as well as s...
Evaluation of Machine Translation Accuracy Focused on the Adverse Event Terminology for Medical Devices.
Studies in health technology and informatics
Jan 25, 2024
The purpose of this study was to evaluate the accuracy of deep neural machine translation focused on medical device adverse event terminology. 10 models were obtained, and their English-to-Japanese translation accuracy was evaluated using quantitativ...
Development of an Alarm Algorithm, With Nanotechnology Multimodal Sensor, to Predict Impending Infusion Failure and Improve Safety of Peripheral Intravenous Catheters in Neonates.
Advances in neonatal care : official journal of the National Association of Neonatal Nurses
Jun 1, 2020
BACKGROUND: Peripheral intravenous catheters connected to an infusion pump are necessary for the delivery of fluids, nutrition, and medications to hospitalized neonates but are not without complications. These adverse events contribute to hospital-ac...
AI Identifies Implanted Cardiac Devices.
JAMA
May 14, 2019
Reliable bearing fault diagnosis using Bayesian inference-based multi-class support vector machines.
The Journal of the Acoustical Society of America
Feb 1, 2017
This letter presents a multi-fault diagnosis scheme for bearings using hybrid features extracted from their acoustic emissions and a Bayesian inference-based one-against-all support vector machine (Bayesian OAASVM) for multi-class classification. The...
Robotic intrafractional US guidance for liver SABR: System design, beam avoidance, and clinical imaging.
Medical physics
Nov 1, 2016
PURPOSE: To present a system for robotic 4D ultrasound (US) imaging concurrent with radiotherapy beam delivery and estimate the proportion of liver stereotactic ablative body radiotherapy (SABR) cases in which robotic US image guidance can be deploye...
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