AIMC Topic: Spain

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Clinical Characteristics and Prognostic Factors for Intensive Care Unit Admission of Patients With COVID-19: Retrospective Study Using Machine Learning and Natural Language Processing.

Journal of medical Internet research Oct 28, 2020
BACKGROUND: Many factors involved in the onset and clinical course of the ongoing COVID-19 pandemic are still unknown. Although big data analytics and artificial intelligence are widely used in the realms of health and medicine, researchers are only ...
SARS-CoV-2 Pandemics Hospitalization COVID-19 Aged Prognosis Adult Humans Retrospective Studies Machine Learning Intensive Care Units Electronic Health Records Female Emergency Service, Hospital Coronavirus Infections Spain Betacoronavirus Pneumonia, Viral Male Middle Aged Treatment Outcome Natural Language Processing
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Defining heterogeneity of epicardial functional stenosis with low coronary flow reserve by unsupervised machine learning.

Heart and vessels Jun 6, 2020
Low CFR is associated with poor prognosis, whereas it is a heterogeneous condition according to the actual coronary flow, such as high resting or low hyperemic coronary flow, which should have different physiological traits and clinical implications....
Female Aged Male Middle Aged Severity of Illness Index Humans Prognosis Republic of Korea Cardiac Catheterization Coronary Stenosis Registries Fractional Flow Reserve, Myocardial Diagnosis, Computer-Assisted Japan Hyperemia Cluster Analysis Spain Unsupervised Machine Learning Blood Flow Velocity Predictive Value of Tests
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Using Machine-Learning Algorithms for Eutrophication Modeling: Case Study of Mar Menor Lagoon (Spain).

International journal of environmental research and public health Feb 13, 2020
The Mar Menor is a hypersaline coastal lagoon with high environmental value and a characteristic example of a highly anthropized hydro-ecosystem located in the southeast of Spain. An unprecedented eutrophication crisis in 2016 and 2019 with abrupt ch...
Algorithms Ecosystem Eutrophication Environmental Monitoring Machine Learning Spain
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Teleconsultations between Patients and Healthcare Professionals in Primary Care in Catalonia: The Evaluation of Text Classification Algorithms Using Supervised Machine Learning.

International journal of environmental research and public health Feb 9, 2020
: The primary care service in Catalonia has operated an asynchronous teleconsulting service between GPs and patients since 2015 (eConsulta), which has generated some 500,000 messages. New developments in big data analysis tools, particularly those in...
Supervised Machine Learning Remote Consultation Spain Humans Artificial Intelligence Algorithms Health Personnel Primary Health Care
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Machine Learning to Predict Stent Restenosis Based on Daily Demographic, Clinical, and Angiographic Characteristics.

The Canadian journal of cardiology Feb 7, 2020
BACKGROUND: Machine learning (ML) has arrived in medicine to deliver individually adapted medical care. This study sought to use ML to discriminate stent restenosis (SR) compared with existing predictive scores of SR. To develop an easily applicable ...
Long Term Adverse Effects Drug-Eluting Stents Demography Percutaneous Coronary Intervention Coronary Restenosis Coronary Artery Disease Spain Male Middle Aged Risk Assessment Coronary Angiography Prognosis Female Risk Factors Humans Machine Learning
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Using machine learning methods to determine a typology of patients with HIV-HCV infection to be treated with antivirals.

PloS one Jan 10, 2020
Several European countries have established criteria for prioritising initiation of treatment in patients infected with the hepatitis C virus (HCV) by grouping patients according to clinical characteristics. Based on neural network techniques, our ob...
Humans Neural Networks, Computer Machine Learning Female Aged Young Adult Decision Support Techniques Prospective Studies Hepacivirus Hepatitis C AIDS-Related Opportunistic Infections Antiviral Agents Spain Follow-Up Studies Coinfection HIV Adult Male Middle Aged Adolescent
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Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity.

Computer methods and programs in biomedicine Dec 10, 2019
BACKGROUND AND OBJECTIVE: This work deals with clinical text mining, a field of Natural Language Processing applied to biomedical informatics. The aim is to classify Electronic Health Records with respect to the International Classification of Diseas...
Natural Language Processing Data Mining Medical Informatics Pattern Recognition, Automated Software Humans International Classification of Diseases Algorithms Neural Networks, Computer Spain Electronic Health Records Computer Graphics Deep Learning
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Effectiveness of a chat-bot for the adult population to quit smoking: protocol of a pragmatic clinical trial in primary care (Dejal@).

BMC medical informatics and decision making Dec 3, 2019
BACKGROUND: The wide scale and severity of consequences of tobacco use, benefits derived from cessation, low rates of intervention by healthcare professionals, and new opportunities stemming from novel communications technologies are the main factors...
Pragmatic Clinical Trials as Topic Smoking Spain Smoking Cessation Cell Phone Primary Health Care Mobile Applications Multicenter Studies as Topic Telemedicine Artificial Intelligence Software Female Humans Adult Male
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An artificial neural network ensemble approach to generate air pollution maps.

Environmental monitoring and assessment Nov 7, 2019
The objective of this research is to propose an artificial neural network (ANN) ensemble in order to estimate the hourly NO concentration at unsampled locations. Spatial interpolation methods and linear regression models with regularization have been...
Neural Networks, Computer Time Factors Linear Models Spain Environmental Monitoring Air Pollutants Air Pollution Spatial Analysis
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EUSKOR: End-to-end coreference resolution system for Basque.

PloS one Sep 12, 2019
This paper describes the process of adapting the Stanford Coreference resolution module to the Basque language, taking into account the characteristics of the language. The module has been integrated in a linguistic analysis pipeline obtaining an end...
Pattern Recognition, Automated Humans Spain Language Natural Language Processing Semantics
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