AIMC Journal:
Studies in health technology and informatics

Showing 991 to 1000 of 1278 articles

Concept Embedding for Relevance Detection of Search Queries Regarding CHOP.

Studies in health technology and informatics Jan 1, 2017
Automatic encoding of diagnosis and procedures can increase the interoperability and efficacy of the clinical cooperation. The concept, rule-based and machine learning classification methods for automatic code generation can easily reach their limit ...
Semantics Machine Learning Vocabulary
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MetaMap Lite in Excel: Biomedical Named-Entity Recognition for Non-Technical Users.

Studies in health technology and informatics Jan 1, 2017
We developed an easy-to-use tool for non-technical biomedical researchers to conduct Named-Entity Recognition (NER) on biomedical text, in a familiar spreadsheet environment. The system is a simple, offline, easy to install, end-user front-end to the...
Natural Language Processing Vocabulary, Controlled Algorithms Narration Humans
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A Deep Learning Approach to Neuroanatomical Characterisation of Alzheimer's Disease.

Studies in health technology and informatics Jan 1, 2017
Alzheimer's disease (AD) is a neurological degenerative disorder that leads to progressive mental deterioration. This work introduces a computational approach to improve our understanding of the progression of AD. We use ensemble learning methods and...
Alzheimer Disease Magnetic Resonance Imaging Humans Brain Machine Learning Cognitive Dysfunction
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Design of Rehabilitation Treatment Coach Robot.

Studies in health technology and informatics Jan 1, 2017
In the rehabilitation treatment for at-home patients, it is not only costly for a patient to hire a professional therapist or personal trainer, but also time consuming for a therapist or trainer to visit all the patients. To improve the situation, we...
Rehabilitation Motor Vehicles Exercise Therapy Stroke Rehabilitation Robotics Humans Exercise
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Comparing the Human Papillomavirus Vaccination Opinions Trends from Different Twitter User Groups with a Machine Learning Based System and Semiparametric Nonlinear Regression.

Studies in health technology and informatics Jan 1, 2017
HPV vaccination refusal is a serious public health issue. Opinions on Twitter have are influential to potential consumers on vaccination behaviours. Public opinions toward HPV vaccination were extracted from Twitter by leveraging machine learning mod...
Attitude Public Opinion Social Media Humans Papillomavirus Infections Vaccination Machine Learning Papillomavirus Vaccines
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CD-KES: An Ontology Based Knowledge Education System for Patients with Chronic Diseases and Its Constructing Approach.

Studies in health technology and informatics Jan 1, 2017
Patients' participation plays a crucial role in the management of chronic diseases. Educating patients about their diseases allows patients to self-regulate their daily health conditions more reasonably and effectively. This study focuses on an infor...
Chronic Disease Knowledge Bases Diabetes Mellitus Semantics Humans Computer Systems
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Development of a Service-Oriented Sharable Clinical Decision Support System Based on Ontology for Chronic Disease.

Studies in health technology and informatics Jan 1, 2017
Clinical decision support systems (CDSSs) have been proved as an efficient way to improve health care quality. However, the inflexibility in integrating multiple clinical practice guidelines (multi-CPGs), the mass input workload of patient data, and ...
Computer Systems Decision Support Systems, Clinical Humans Knowledge Bases Chronic Disease
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Adverse Drug Event Monitoring with Clinical and Laboratory Data Using Arden Syntax.

Studies in health technology and informatics Jan 1, 2017
In times of steadily increasing numbers of administered drugs, the detection of adverse drug events (ADEs) is an important aspect of improving patient safety. At present only about 1-13% of detected ADEs are reported. Raising the number of reported A...
Hyperkalemia Patient Safety Drug Monitoring Pharmacovigilance Humans Drug-Related Side Effects and Adverse Reactions Adverse Drug Reaction Reporting Systems Knowledge Bases
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Automated Classification of Multi-Labeled Patient Safety Reports: A Shift from Quantity to Quality Measure.

Studies in health technology and informatics Jan 1, 2017
Over the past two decades, there have seen an ever-increasing amount of patient safety reports yet the capacity of extracting useful information from the reports remains limited. Classification of patient safety reports is the first step of performin...
Humans Algorithms Patient Safety Quality Assurance, Health Care Automation
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Evaluation of a Decision Support System for Laboratory Service Patients.

Studies in health technology and informatics Jan 1, 2017
In Russia, many patients address laboratory services directly without a doctor's referral. This causes the problem of interpretation of laboratory test results by the patients who don't have a proper medical background. We have a situation when there...
Humans Expert Systems Russia Software Referral and Consultation
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