AIMC Topic: Information Storage and Retrieval

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A Parser to Support the Definition of Access Control Policies and Rules Using Natural Languages.

Journal of medical systems Dec 23, 2019
As a consequence of the epidemiological transition towards non-communicable diseases, integrated care approaches are required, not solely focused on medical purposes, but also on a range of essential activities for the maintenance of the individuals'...
Information Storage and Retrieval Information Systems Linguistics Quality of Life Natural Language Processing Health Information Exchange Humans Software
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Knowledge Base Commons (KBCommons) v1.1: a universal framework for multi-omics data integration and biological discoveries.

BMC genomics Dec 20, 2019
BACKGROUND: Knowledge Base Commons (KBCommons) v1.1 is a universal and all-inclusive web-based framework providing generic functionalities for storing, sharing, analyzing, exploring, integrating and visualizing multiple organisms' genomics and integr...
Animals Computational Biology Databases, Genetic Humans Genome Knowledge Bases Internet Database Management Systems Information Storage and Retrieval Workflow
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Finite-time nonfragile time-varying proportional retarded synchronization for Markovian Inertial Memristive NNs with reaction-diffusion items.

Neural networks : the official journal of the International Neural Network Society Dec 17, 2019
The issue of synchronization for a class of inertial memristive neural networks over a finite-time interval is investigated in this paper. Specifically, reaction-diffusion items and Markovian jump parameters are both considered in the system model, m...
Information Storage and Retrieval Time Factors Markov Chains Neural Networks, Computer
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Discriminative structure learning of sum-product networks for data stream classification.

Neural networks : the official journal of the International Neural Network Society Dec 16, 2019
Sum-product network (SPN) is a deep probabilistic representation that allows for exact and tractable inference. There has been a trend of online SPN structure learning from massive and continuous data streams. However, online structure learning of SP...
Machine Learning Information Storage and Retrieval
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Task definition, annotated dataset, and supervised natural language processing models for symptom extraction from unstructured clinical notes.

Journal of biomedical informatics Dec 12, 2019
INTRODUCTION: Machine learning (ML) and natural language processing have great potential to improve information extraction (IE) within electronic medical records (EMRs) for a wide variety of clinical search and summarization tools. Despite ML advance...
Neural Networks, Computer Information Storage and Retrieval Machine Learning Humans Electronic Health Records Natural Language Processing
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Combining entity co-occurrence with specialized word embeddings to measure entity relation in Alzheimer's disease.

BMC medical informatics and decision making Dec 5, 2019
BACKGROUND: Extracting useful information from biomedical literature plays an important role in the development of modern medicine. In natural language processing, there have been rigorous attempts to find meaningful relationships between entities au...
Humans Alzheimer Disease Algorithms Cluster Analysis Information Storage and Retrieval Natural Language Processing Semantics
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SemBioNLQA: A semantic biomedical question answering system for retrieving exact and ideal answers to natural language questions.

Artificial intelligence in medicine Nov 28, 2019
BACKGROUND AND OBJECTIVE: Question answering (QA), the identification of short accurate answers to users questions written in natural language expressions, is a longstanding issue widely studied over the last decades in the open-domain. However, it s...
Biomedical Technology PubMed Automation Algorithms Information Storage and Retrieval Unified Medical Language System Medical Informatics Humans Natural Language Processing Machine Learning
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EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research.

BMC medical informatics and decision making Nov 15, 2019
BACKGROUND: Electronic medical records (EMR) contain numerical data important for clinical outcomes research, such as vital signs and cardiac ejection fractions (EF), which tend to be embedded in narrative clinical notes. In current practice, this da...
Information Storage and Retrieval Vital Signs Algorithms Electronic Health Records Humans Natural Language Processing Sensitivity and Specificity Glycated Hemoglobin Stroke Volume Creatinine
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Assessing the accuracy of machine-assisted abstract screening with DistillerAI: a user study.

Systematic reviews Nov 15, 2019
BACKGROUND: Web applications that employ natural language processing technologies to support systematic reviewers during abstract screening have become more common. The goal of our project was to conduct a case study to explore a screening approach t...
Reproducibility of Results Sensitivity and Specificity Systematic Reviews as Topic Internet Natural Language Processing Humans Software Information Storage and Retrieval Abstracting and Indexing
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Performance and usability of machine learning for screening in systematic reviews: a comparative evaluation of three tools.

Systematic reviews Nov 15, 2019
BACKGROUND: We explored the performance of three machine learning tools designed to facilitate title and abstract screening in systematic reviews (SRs) when used to (a) eliminate irrelevant records (automated simulation) and (b) complement the work o...
Abstracting and Indexing Reproducibility of Results Time Factors Humans Workload Systematic Reviews as Topic Machine Learning Information Storage and Retrieval Software
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