AIMC Topic: Cloud Computing

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Open Source Infrastructure for Health Care Data Integration and Machine Learning Analyses.

JCO clinical cancer informatics Aug 1, 2019
PURPOSE: We have created a cloud-based machine learning system (CLOBNET) that is an open-source, lean infrastructure for electronic health record (EHR) data integration and is capable of extract, transform, and load (ETL) processing. CLOBNET enables ...
Female Aged Aged, 80 and over Software Databases, Factual Electronic Health Records Humans Data Management Machine Learning Medical Informatics Genital Neoplasms, Female Cloud Computing Middle Aged ROC Curve Decision Support Systems, Clinical
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TKRD: Trusted kernel rootkit detection for cybersecurity of VMs based on machine learning and memory forensic analysis.

Mathematical biosciences and engineering : MBE Mar 26, 2019
The promotion of cloud computing makes the virtual machine (VM) increasingly a target of malware attacks in cybersecurity such as those by kernel rootkits. Memory forensic, which observes the malicious tracks from the memory aspect, is a useful way f...
Bayes Theorem False Positive Reactions Machine Learning Cloud Computing Support Vector Machine Computer Security Algorithms Decision Making Computers Area Under Curve
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Machine learning gets to grips with plankton challenge.

Nature Sep 1, 2018
Animals Aquatic Organisms Ships Machine Learning Computers Food Chain Predatory Behavior Marine Biology Plankton Photography Cloud Computing
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UMLS to DBPedia link discovery through circular resolution.

Journal of the American Medical Informatics Association : JAMIA Jul 1, 2018
OBJECTIVE: The goal of this work is to map Unified Medical Language System (UMLS) concepts to DBpedia resources using widely accepted ontology relations from the Simple Knowledge Organization System (skos:exactMatch, skos:closeMatch) and from the Res...
Medical Informatics Applications Knowledge Bases Datasets as Topic Unified Medical Language System Vocabulary, Controlled Cloud Computing Semantic Web Algorithms
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Unhidden Figures.

Cell systems Dec 27, 2017
Cloud Computing Genome High-Throughput Nucleotide Sequencing Cost-Benefit Analysis Information Dissemination Humans Neural Networks, Computer Animals Software Internet Genetic Variation
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Automatic epileptic seizure detection in EEGs using MF-DFA, SVM based on cloud computing.

Journal of X-ray science and technology Jan 1, 2017
BACKGROUND: Epilepsy is a chronic disease with transient brain dysfunction that results from the sudden abnormal discharge of neurons in the brain. Since electroencephalogram (EEG) is a harmless and noninvasive detection method, it plays an important...
Epilepsy Signal Processing, Computer-Assisted Cloud Computing Humans Support Vector Machine Electroencephalography
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A wearable computing platform for developing cloud-based machine learning models for health monitoring applications.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016
Wearable sensors have the potential to enable clinical-grade ambulatory health monitoring outside the clinic. Technological advances have enabled development of devices that can measure vital signs with great precision and significant progress has be...
Activities of Daily Living Adult Monitoring, Ambulatory Humans Cloud Computing Male Machine Learning Models, Theoretical Female
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Classification of large-scale fundus image data sets: a cloud-computing framework.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016
Large medical image data sets with high dimensionality require substantial amount of computation time for data creation and data processing. This paper presents a novel generalized method that finds optimal image-based feature sets that reduce comput...
Fundus Oculi Humans Cloud Computing Image Interpretation, Computer-Assisted Diabetic Retinopathy Female Databases as Topic Algorithms Reproducibility of Results ROC Curve
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Fool-proofing design and crisis management for customized intelligent physical fitness and healthcare system.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2015
In recent years, it is quite important to develop a customized system which can enhance physical fitness and health for people. And the system reliability is more important. In the paper, a fool-proofing design and crisis management for customized ph...
Exercise Therapy Physical Fitness Cloud Computing Algorithms Humans Reproducibility of Results Machine Learning Remote Sensing Technology
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Intelligent scheduling of execution for customized physical fitness and healthcare system.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2015
Physical fitness and health of white collar business person is getting worse and worse in recent years. Therefore, it is necessary to develop a system which can enhance physical fitness and health for people. Although the exercise prescription can be...
Remote Sensing Technology Humans Physical Fitness Internet Artificial Intelligence Costs and Cost Analysis Exercise Therapy Fuzzy Logic Cloud Computing
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