AIMC Topic: Big Data
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Artificial Intelligence, Big Data and Beyond… Are We Really Being Replaced?
Radiologia
Jul 27, 2018
Artificial intelligence applied to evidence-based surgery.
Cirugia espanola
Jul 7, 2018
Using data-driven sublanguage pattern mining to induce knowledge models: application in medical image reports knowledge representation.
BMC medical informatics and decision making
Jul 6, 2018
BACKGROUND: The use of knowledge models facilitates information retrieval, knowledge base development, and therefore supports new knowledge discovery that ultimately enables decision support applications. Most existing works have employed machine lea...
Pathogenesis-based treatments in primary Sjogren's syndrome using artificial intelligence and advanced machine learning techniques: a systematic literature review.
Human vaccines & immunotherapeutics
Jun 28, 2018
Big data analysis has become a common way to extract information from complex and large datasets among most scientific domains. This approach is now used to study large cohorts of patients in medicine. This work is a review of publications that have ...
The Big Health Data-Intelligent Machine Paradox.
The American journal of medicine
Jun 25, 2018
m-Health 2.0: New perspectives on mobile health, machine learning and big data analytics.
Methods (San Diego, Calif.)
Jun 8, 2018
Mobile health (m-Health) has been repeatedly called the biggest technological breakthrough of our modern times. Similarly, the concept of big data in the context of healthcare is considered one of the transformative drivers for intelligent healthcare...
Development of Ligand-based Big Data Deep Neural Network Models for Virtual Screening of Large Compound Libraries.
Molecular informatics
Jun 8, 2018
High-performance ligand-based virtual screening (VS) models have been developed using various computational methods, including the deep neural network (DNN) method. There are high expectations for exploration of the advanced capabilities of DNN to im...
Approaches to Medical Decision-Making Based on Big Clinical Data.
Journal of healthcare engineering
Jun 4, 2018
The paper discusses different approaches to building a medical decision support system based on big data. The authors sought to abstain from any data reduction and apply universal teaching and big data processing methods independent of disease classi...
Phrase mining of textual data to analyze extracellular matrix protein patterns across cardiovascular disease.
American journal of physiology. Heart and circulatory physiology
May 18, 2018
Extracellular matrix (ECM) proteins have been shown to play important roles regulating multiple biological processes in an array of organ systems, including the cardiovascular system. Using a novel bioinformatics text-mining tool, we studied six cate...
Improving the 'Fitness for Purpose' of Common Data Models through Realism Based Ontology.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Apr 16, 2018
Common data models are designed and built based on requirements that are aimed towards fitness for purpose. But when common data models are used as lenses through which reality is observed from the perspective according to which they are built, then ...
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