AIMC Topic: Big Data

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A review of Cloud computing technologies for comprehensive microRNA analyses.

Computational biology and chemistry Aug 29, 2020
Cloud computing revolutionized many fields that require ample computational power. Cloud platforms may also provide huge support for microRNA analysis mainly through disclosing scalable resources of different types. In Clouds, these resources are ava...
Cloud Computing Machine Learning Big Data MicroRNAs Humans
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Continuous Learning AI in Radiology: Implementation Principles and Early Applications.

Radiology Aug 25, 2020
Artificial intelligence (AI) is becoming increasingly present in radiology and health care. This expansion is driven by the principal AI strengths: automation, accuracy, and objectivity. However, as radiology AI matures to become fully integrated int...
Humans Artificial Intelligence Big Data Radiology
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Just data? Solidarity and justice in data-driven medicine.

Life sciences, society and policy Aug 25, 2020
This paper argues that data-driven medicine gives rise to a particular normative challenge. Against the backdrop of a distinction between the good and the right, harnessing personal health data towards the development and refinement of data-driven me...
Humans Big Data Artificial Intelligence Information Dissemination Medicine Biomedical Research
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Review of Clinical Research Informatics.

Yearbook of medical informatics Aug 21, 2020
OBJECTIVES: Clinical Research Informatics (CRI) declares its scope in its name, but its content, both in terms of the clinical research it supports-and sometimes initiates-and the methods it has developed over time, reach much further than the name s...
Medical Informatics Artificial Intelligence Computer Security Electronic Health Records Humans Big Data Biomedical Research Privacy Data Accuracy
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Predicting In-Hospital Mortality at Admission to the Medical Ward: A Big-Data Machine Learning Model.

The American journal of medicine Aug 15, 2020
BACKGROUND: General medical wards admit high-risk patients. Artificial intelligence algorithms can use big data for developing models to assess patients' risk stratification. The aim of this study was to develop a mortality prediction machine learnin...
Hospital Mortality Inpatients Middle Aged Big Data Adolescent Risk Factors Aged Aged, 80 and over Young Adult Adult Male Humans Machine Learning Female
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Artificial Intelligence in plastic surgery: What is it? Where are we now? What is on the horizon?

Annals of the Royal College of Surgeons of England Aug 11, 2020
INTRODUCTION: An increasing quantity of data is required to guide precision medicine and advance future healthcare practices, but current analytical methods often become overwhelmed. Artificial intelligence (AI) provides a promising solution. Plastic...
Humans Big Data Mammography Plastic Surgery Procedures Artificial Intelligence Female Breast Neoplasms Breast Image Interpretation, Computer-Assisted
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Big data in epilepsy: Clinical and research considerations. Report from the Epilepsy Big Data Task Force of the International League Against Epilepsy.

Epilepsia Aug 7, 2020
Epilepsy is a heterogeneous condition with disparate etiologies and phenotypic and genotypic characteristics. Clinical and research aspects are accordingly varied, ranging from epidemiological to molecular, spanning clinical trials and outcomes, gene...
Advisory Committees Biological Ontologies Deep Learning Neuroimaging Confidentiality Big Data Brain Telemedicine Wearable Electronic Devices Electronic Health Records Information Dissemination Biomedical Research Smartphone Societies, Medical Genomics Computer Security Epilepsy Common Data Elements Stakeholder Participation Humans Research Support as Topic Electrocorticography
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Review of Big Data Analytics, Artificial Intelligence and Nature-Inspired Computing Models towards Accurate Detection of COVID-19 Pandemic Cases and Contact Tracing.

International journal of environmental research and public health Jul 24, 2020
The emergence of the 2019 novel coronavirus (COVID-19) which was declared a pandemic has spread to 210 countries worldwide. It has had a significant impact on health systems and economic, educational and social facets of contemporary society. As the ...
Humans Betacoronavirus Artificial Intelligence Pandemics Big Data COVID-19 Pneumonia, Viral Computer Simulation Coronavirus Infections SARS-CoV-2 Contact Tracing
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Research of Epidemic Big Data Based on Improved Deep Convolutional Neural Network.

Computational and mathematical methods in medicine Jul 22, 2020
In recent years, with the acceleration of the aging process and the aggravation of life pressure, the proportion of chronic epidemics has gradually increased. A large amount of medical data will be generated during the hospitalization of diabetics. I...
Diabetes Mellitus Algorithms Humans Patient Readmission Deep Learning Neural Networks, Computer Big Data Epidemics
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Canada protocol: An ethical checklist for the use of artificial Intelligence in suicide prevention and mental health.

Artificial intelligence in medicine Jul 18, 2020
Big Data Humans Suicide Prevention Artificial Intelligence Checklist Mental Health
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