AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 1031 to 1040 of 1118 articles

Imitation of Dynamic Walking With BSN for Humanoid Robot.

IEEE journal of biomedical and health informatics Apr 28, 2015
Humanoid robots have been used in a wide range of applications including entertainment, healthcare, and assistive living. In these applications, the robots are expected to perform a range of natural body motions, which can be either preprogrammed or ...
Wireless Technology Humans Robotics Walking Models, Biological Equipment Design
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Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks.

IEEE journal of biomedical and health informatics Apr 21, 2015
Automatic localization of the standard plane containing complicated anatomical structures in ultrasound (US) videos remains a challenging problem. In this paper, we present a learning-based approach to locate the fetal abdominal standard plane (FASP)...
Neural Networks, Computer Pregnancy Humans ROC Curve Image Processing, Computer-Assisted Abdomen Female Ultrasonography, Prenatal Fetus
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SimConcept: a hybrid approach for simplifying composite named entities in biomedical text.

IEEE journal of biomedical and health informatics Apr 13, 2015
One particular challenge in biomedical named entity recognition (NER) and normalization is the identification and resolution of composite named entities, where a single span refers to more than one concept (e.g., BRCA1/2). Previous NER and normalizat...
Natural Language Processing Data Mining Databases, Factual Machine Learning Pattern Recognition, Automated Computational Biology
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DietCam: Multiview Food Recognition Using a Multikernel SVM.

IEEE journal of biomedical and health informatics Apr 2, 2015
Food recognition is a key component in evaluation of everyday food intakes, and its challenge is due to intraclass variation. In this paper, we present an automatic food classification method, DietCam, which specifically addresses the variation of fo...
Databases, Factual Image Processing, Computer-Assisted Food Support Vector Machine Pattern Recognition, Automated
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Understanding user intents in online health forums.

IEEE journal of biomedical and health informatics Mar 24, 2015
Online health forums provide a convenient way for patients to obtain medical information and connect with physicians and peers outside of clinical settings. However, large quantities of unstructured and diversified content generated on these forums m...
Internet Intention Health Information Exchange Pattern Recognition, Automated Machine Learning Computational Biology Support Vector Machine Humans
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Hierarchical classification of large-scale patient records for automatic treatment stratification.

IEEE journal of biomedical and health informatics Mar 19, 2015
In this paper, a hierarchical learning algorithm is developed for classifying large-scale patient records, e.g., categorizing large-scale patient records into large numbers of known patient categories (i.e., thousands of known patient categories) for...
Decision Trees Medical Informatics Computing Electronic Health Records Support Vector Machine Humans
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Identification of Type 2 Diabetes Risk Factors Using Phenotypes Consisting of Anthropometry and Triglycerides based on Machine Learning.

IEEE journal of biomedical and health informatics Feb 6, 2015
The hypertriglyceridemic waist (HW) phenotype is strongly associated with type 2 diabetes; however, to date, no study has assessed the predictive power of phenotypes based on individual anthropometric measurements and triglyceride (TG) levels. The ai...
Cross-Sectional Studies Male Diabetes Mellitus, Type 2 Anthropometry Middle Aged Aged, 80 and over Adult Risk Factors Aged Humans Phenotype Retrospective Studies Triglycerides Machine Learning Female
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Extracting Various Classes of Data From Biological Text Using the Concept of Existence Dependency.

IEEE journal of biomedical and health informatics Jan 19, 2015
One of the key goals of biological natural language processing (NLP) is the automatic information extraction from biomedical publications. Most current constituency and dependency parsers overlook the semantic relationships between the constituents c...
Humans Data Mining Databases, Genetic Semantics Natural Language Processing Computational Biology
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A Novel Method for Automated Diagnosis of Epilepsy Using Complex-Valued Classifiers.

IEEE journal of biomedical and health informatics Jan 6, 2015
The study reported herein proposes a new method for the diagnosis of epilepsy from electroencephalography (EEG) signals based on complex classifiers. To carry out this study, first the features of EEG data are extracted using a dual-tree complex wave...
Epilepsy Neural Networks, Computer Wavelet Analysis Algorithms Sensitivity and Specificity Humans Electroencephalography
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Exploiting Semantic Web Technologies to Develop OWL-Based Clinical Practice Guideline Execution Engines.

IEEE journal of biomedical and health informatics Dec 18, 2014
Computerizing paper-based CPG and then executing them can provide evidence-informed decision support to physicians at the point of care. Semantic web technologies especially web ontology language (OWL) ontologies have been profusely used to represent...
Humans Algorithms Semantics Biological Ontologies Medical Informatics Applications Internet Practice Guidelines as Topic
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