AIMC Topic: Big Data

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How wide is the application of genetic big data in biomedicine.

Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie Dec 9, 2020
In the era of big data, massive genetic data, as a new industry, has quickly swept almost all industries, especially the pharmaceutical industry. As countries around the world start to build their own gene banks, scientists study the data to explore ...
Mental Disorders Precision Medicine Humans Artificial Intelligence Cardiovascular Diseases Neoplasms Big Data Biomedical Research Animals Genomics Data Mining
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Advanced machine-learning techniques in drug discovery.

Drug discovery today Dec 5, 2020
The popularity of machine learning (ML) across drug discovery continues to grow, yielding impressive results. As their use increases, so do their limitations become apparent. Such limitations include their need for big data, sparsity in data, and the...
Drug Discovery Big Data Machine Learning Animals Humans
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Innovative approaches in CNS drug discovery.

Therapie Dec 5, 2020
Central nervous system disorders remain the leading causes of mortality and morbidity worldwide, affecting more than 1 billion patients. This therapeutic area suffers from high unmet medical needs and the search for innovative approaches to identify ...
Animals Drug Discovery Humans Central Nervous System Agents Artificial Intelligence Big Data
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Deep Learning for Time Series Forecasting: A Survey.

Big data Dec 3, 2020
Time series forecasting has become a very intensive field of research, which is even increasing in recent years. Deep neural networks have proved to be powerful and are achieving high accuracy in many application fields. For these reasons, they are o...
Forecasting Neural Networks, Computer Deep Learning Machine Learning Big Data
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How to Determine the Early Warning Threshold Value of Meteorological Factors on Influenza through Big Data Analysis and Machine Learning.

Computational and mathematical methods in medicine Dec 2, 2020
Infectious diseases are a major health challenge for the worldwide population. Since their rapid spread can cause great distress to the real world, in addition to taking appropriate measures to curb the spread of infectious diseases in the event of a...
Influenza, Human Disease Outbreaks China Algorithms Meteorological Concepts Humans Big Data Public Health Time Factors Machine Learning Incidence Computational Biology
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Artificial Intelligence and Big Data.

Klinische Monatsblatter fur Augenheilkunde Nov 19, 2020
Medical images play an important role in ophthalmology and radiology. Medical image analysis has greatly benefited from the application of "deep learning" techniques in clinical and experimental radiology. Clinical applications and their relevance fo...
Artificial Intelligence Deep Learning Big Data Radiology Ophthalmology
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Facilitating the Development of Deep Learning Models with Visual Analytics for Electronic Health Records.

International journal of environmental research and public health Nov 10, 2020
Electronic health record (EHR) data are widely used to perform early diagnoses and create treatment plans, which are key areas of research. We aimed to increase the efficiency of iteratively applying data-intensive technology and verifying the result...
Electronic Health Records Deep Learning Big Data Humans Computer Simulation
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How Can Big Data Science Transform the Psychological Sciences?

The Spanish journal of psychology Nov 5, 2020
Big data and related technologies are radically altering our society. In a similar way, these approaches can transform the psychological sciences. The goal of this commentary is to motivate psychologists to embrace big data science for the betterment...
Machine Learning Big Data Data Science Psychology Humans
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An introductory commentary on the use of artificial intelligence, machine learning and TQM, as novel computational tools in big data patterns or procedural analysis, in transfusion medicine.

Transfusion and apheresis science : official journal of the World Apheresis Association : official journal of the European Society for Haemapheresis Nov 2, 2020
Transfusion Medicine Machine Learning Big Data Humans Artificial Intelligence
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Big data in severe mental illness: the role of electronic monitoring tools and metabolomics.

Personalized medicine Oct 30, 2020
There is an increasing interest in the development of effective early detection and intervention strategies in severe mental illness (SMI). Ideally, these efforts should lead to the delineation of accurate staging models of SMI enabling personalized ...
Early Diagnosis Mental Disorders Remote Sensing Technology Depressive Disorder, Major Schizophrenia Big Data Bipolar Disorder Humans Metabolomics Machine Learning
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