AIMC Topic: Big Data

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Big data and data sharing: Opportunities for the urgent challenges in cardiovascular disease.

European journal of clinical investigation Jan 1, 2020
Humans Cardiovascular Diseases Big Data Information Dissemination Electronic Health Records Biomedical Research Machine Learning
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[Artificial intelligence: Guidelines for internists].

La Revue de medecine interne Dec 31, 2019
Following the emergence of open public databases and connected objects, big data and artificial intelligence are developing rapidly, especially in medicine, with many opportunities ranging from complex diagnostic assistance to real-time statistical a...
Practice Guidelines as Topic Practice Patterns, Physicians' Internal Medicine Physicians Big Data Education, Medical, Continuing Humans Artificial Intelligence Databases, Factual
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Global collaboration through local interaction in competitive learning.

Neural networks : the official journal of the International Neural Network Society Dec 30, 2019
Feature maps, that preserve the global topology of arbitrary datasets, can be formed by self-organizing competing agents. So far, it has been presumed that global interaction of agents is necessary for this process. We establish that this is not the ...
Machine Learning Cloud Computing Neural Networks, Computer Datasets as Topic Big Data
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Right Dose Right Now: bedside data-driven personalized antibiotic dosing in severe sepsis and septic shock - rationale and design of a multicenter randomized controlled superiority trial.

Trials Dec 18, 2019
BACKGROUND: Antibiotic exposure is often inadequate in critically ill patients with severe sepsis or septic shock and this is associated with worse outcomes. Despite markedly altered and rapidly changing pharmacokinetics in these patients, guidelines...
Intensive Care Units Female Adult Research Design Anti-Bacterial Agents Big Data Shock, Septic Treatment Outcome Male Severity of Illness Index Humans Artificial Intelligence Randomized Controlled Trials as Topic Drug Monitoring Netherlands Dose-Response Relationship, Drug Multicenter Studies as Topic Kaplan-Meier Estimate Equivalence Trials as Topic
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Artificial intelligence and neural networks in urology: current clinical applications.

Minerva urologica e nefrologica = The Italian journal of urology and nephrology Dec 12, 2019
INTRODUCTION: As we enter the era of "big data," an increasing amount of complex health-care data will become available. These data are often redundant, "noisy," and characterized by wide variability. In order to offer a precise and transversal view ...
Big Data Urology Female Male Neural Networks, Computer Artificial Intelligence Humans
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Will Artificial Intelligence Translate Big Data Into Improved Medical Care or Be a Source of Confusing Intrusion? A Discussion Between a (Cautious) Physician Informatician and an (Optimistic) Medical Informatics Researcher.

Journal of medical Internet research Nov 27, 2019
Artificial intelligence (AI), the computerized capability of doing tasks, which until recently was thought to be the exclusive domain of human intelligence, has demonstrated great strides in the past decade. The abilities to play games, provide pilot...
Medical Informatics Health Personnel Humans Physicians Artificial Intelligence Big Data
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An Overview of Machine Learning and Big Data for Drug Toxicity Evaluation.

Chemical research in toxicology Nov 22, 2019
Drug toxicity evaluation is an essential process of drug development as it is reportedly responsible for the attrition of approximately 30% of drug candidates. The rapid increase in the number and types of large toxicology data sets together with the...
Humans Machine Learning Drug-Related Side Effects and Adverse Reactions Big Data Animals Quantitative Structure-Activity Relationship
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Identification of repurposable drugs with beneficial effects on glucose control in type 2 diabetes using machine learning.

Pharmacology research & perspectives Nov 20, 2019
Despite effective medications, rates of uncontrolled glucose levels in type 2 diabetes remain high. We aimed to test the utility of machine learning applied to big data in identifying the potential role of concomitant drugs not taken for diabetes whi...
Data Mining Humans Adrenergic alpha-1 Receptor Antagonists Machine Learning Drug Repositioning Electronic Health Records Glycated Hemoglobin Blood Glucose Diabetes Mellitus, Type 2 Male Prostatic Hyperplasia Big Data
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The digital surgeon: How big data, automation, and artificial intelligence will change surgical practice.

Journal of pediatric surgery Nov 16, 2019
Exponential growth in computing power, data storage, and sensing technology has led to a world in which we can both capture and analyze incredible amounts of data. The evolution of machine learning has further advanced the ability of computers to dev...
General Surgery Automation Humans Clinical Competence Artificial Intelligence Big Data
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Unlocking the Power of Artificial Intelligence and Big Data in Medicine.

Journal of medical Internet research Nov 8, 2019
Data-driven science and its corollaries in machine learning and the wider field of artificial intelligence have the potential to drive important changes in medicine. However, medicine is not a science like any other: It is deeply and tightly bound wi...
Artificial Intelligence Machine Learning Medical Informatics Big Data Humans
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