AIMC Topic: Cloud Computing

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Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies.

IEEE journal of biomedical and health informatics Apr 27, 2020
Powered by the technologies that have originated from manufacturing, the fourth revolution of healthcare technologies is happening (Healthcare 4.0). As an example of such revolution, new generation homecare robotic systems (HRS) based on the cyber-ph...
Delivery of Health Care Robotic Surgical Procedures Cloud Computing Humans Artificial Intelligence
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Towards implementation of AI in New Zealand national diabetic screening program: Cloud-based, robust, and bespoke.

PloS one Apr 10, 2020
Convolutional Neural Networks (CNNs) have become a prominent method of AI implementation in medical classification tasks. Grading Diabetic Retinopathy (DR) has been at the forefront of the development of AI for ophthalmology. However, major obstacles...
New Zealand Neural Networks, Computer Fundus Oculi Diabetes Mellitus Cloud Computing Humans Retina Mass Screening Diabetic Retinopathy
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PRIMAGE project: predictive in silico multiscale analytics to support childhood cancer personalised evaluation empowered by imaging biomarkers.

European radiology experimental Apr 3, 2020
PRIMAGE is one of the largest and more ambitious research projects dealing with medical imaging, artificial intelligence and cancer treatment in children. It is a 4-year European Commission-financed project that has 16 European partners in the consor...
Humans Biomarkers Prognosis Female Artificial Intelligence Decision Support Techniques Phenotype Europe Disease Progression Tumor Burden Cloud Computing Child Brain Neoplasms Neuroblastoma Glioma Male
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Cloud-based ECG monitoring using event-driven ECG acquisition and machine learning techniques.

Physical and engineering sciences in medicine Apr 1, 2020
An approach is proposed for the detection of chronic heart disorders from the electrocardiogram (ECG) signals. It utilizes an intelligent event-driven ECG signal acquisition system to achieve a real-time compression and effective signal processing an...
Area Under Curve Signal Processing, Computer-Assisted Cloud Computing Humans ROC Curve Machine Learning Electrocardiography Support Vector Machine Analog-Digital Conversion
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A Scalable Smartwatch-Based Medication Intake Detection System Using Distributed Machine Learning.

Journal of medical systems Feb 28, 2020
Poor Medication adherence causes significant economic impact resulting in hospital readmission, hospital visits and other healthcare costs. The authors developed a smartwatch application and a cloud based data pipeline for developing a user-friendly ...
Humans Machine Learning Wearable Electronic Devices Bayes Theorem Accelerometry Cloud Computing Medication Adherence Smartphone Mobile Applications
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A health informatics transformation model based on intelligent cloud computing - exemplified by type 2 diabetes mellitus with related cardiovascular diseases.

Computer methods and programs in biomedicine Feb 25, 2020
BACKGROUND AND OBJECTIVE: Many studies regarding health analysis request structured datasets but the legacy resources provide scattered data. This study aims to establish a health informatics transformation model (HITM) based upon intelligent cloud c...
Cloud Computing Machine Learning Diabetes Mellitus, Type 2 Algorithms Medical Informatics Cardiovascular Diseases Humans Artificial Intelligence
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Continuous Wearable Monitoring Analytics Predict Heart Failure Hospitalization: The LINK-HF Multicenter Study.

Circulation. Heart failure Feb 25, 2020
BACKGROUND: Implantable cardiac sensors have shown promise in reducing rehospitalization for heart failure (HF), but the efficacy of noninvasive approaches has not been determined. The objective of this study was to determine the accuracy of noninvas...
Cloud Computing Telemetry Equipment Design Heart Failure Patient Readmission Diagnosis, Computer-Assisted Wearable Electronic Devices Time Factors Smartphone United States Predictive Value of Tests Male Middle Aged Risk Assessment Aged Aged, 80 and over Humans Machine Learning Prognosis Female Reproducibility of Results Risk Factors
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Tracking Knowledge Evolution in Cloud Health Care Research: Knowledge Map and Common Word Analysis.

Journal of medical Internet research Feb 25, 2020
BACKGROUND: With the continuous development of the internet and the explosive growth in data, big data technology has emerged. With its ongoing development and application, cloud computing technology provides better data storage and analysis. The dev...
Biomedical Research Cloud Computing Word Processing Humans Artificial Intelligence
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Deep feature transfer learning for trusted and automated malware signature generation in private cloud environments.

Neural networks : the official journal of the International Neural Network Society Jan 27, 2020
This paper presents TrustSign, a novel, trusted automatic malware signature generation method based on high-level deep features transferred from a VGG-19 neural network model pretrained on the ImageNet dataset. While traditional automatic malware sig...
Cloud Computing Deep Learning Computer Security
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Recognition of big data mixed Raman spectra based on deep learning with smartphone as Raman analyzer.

Electrophoresis Jan 13, 2020
Raman spectral detection has emerged as a powerful analytical technique due to the advantages of fast acquisition, non-invasion, and low cost. The on-site application is highly dependent on Raman automatic analysis algorithm. However, current Raman a...
Big Data Smartphone Spectrum Analysis, Raman Algorithms Deep Learning Cloud Computing
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