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Development of a Predictive Model for Induction Success of Labour
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-03)
Induction of the labour process is an extraordinarily common procedure used in some pregnancies. Obstetricians face the need to end a pregnancy, for medical reasons usually (maternal or fetal requirements) or less frequently, ...
Development of Injuries Prevention Policies in Mexico: A Big Data Approach
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-03)
Considering that Mexican injuries prevention strategies have been focused on injuries caused by car accidents and gender violence, a whole analysis of the injuries registered are performed in this paper to have a wider ...
DataCare: Big Data Analytics Solution for Intelligent Healthcare Management
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-03)
This paper presents DataCare, a solution for intelligent healthcare management. This product is able not only to retrieve and aggregate data from different key performance indicators in healthcare centers, but also to ...
Generating Big Data Sets from Knowledge-based Decision Support Systems to Pursue Value-based Healthcare
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-03)
Talking about Big Data in healthcare we usually refer to how to use data collected from current electronic medical records, either structured or unstructured, to answer clinically relevant questions. This operation is ...
Machine-Learning-Based No Show Prediction in Outpatient Visits
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-03)
A recurring problem in healthcare is the high percentage of patients who miss their appointment, be it a consultation or a hospital test. The present study seeks patient’s behavioural patterns that allow predicting the ...
Big Data and Health Economics: Opportunities, Challenges and Risks
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-03)
Big Data offers opportunities in many fields. Healthcare is not an exception. In this paper we summarize the possibilities of Big Data and Big Data technologies to offer useful information to policy makers. In a world with ...
IJIMAI Editor's Note - Vol. 4 Issue 7
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-03)
The International Journal of Interactive Multimedia and Artificial Intelligence - IJIMAI (ISSN 1989 - 1660) provides an interdisciplinary forum in which scientists and professionals can share their research results and ...
Big Data and Public Health Systems: Issues and Opportunities
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-03)
Over the last years, the need for changing the current model of European public health systems has been repeatedly addressed, in order to ensure their sustainability. Following this line, IT has always been referred to as ...
Conceptual Model Development of Big Data Analytics Implementation Assessment Effect on Decision-Making
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-06)
The significance of big data advancement has benefited various organizations to leverage the potential insights and capabilities of big data in organizational performance and decision-making. However, the analytics outcome ...