AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 971 to 980 of 1118 articles

Machine Learning Approaches on Diagnostic Term Encoding With the ICD for Clinical Documentation.

IEEE journal of biomedical and health informatics Aug 24, 2017
This work focuses on data mining applied to the clinical documentation domain. Diagnostic terms (DTs) are used as keywords to retrieve valuable information from electronic health records. Indeed, they are encoded manually by experts following the Int...
Humans International Classification of Diseases Data Mining Documentation Natural Language Processing Machine Learning Electronic Health Records
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Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks.

IEEE journal of biomedical and health informatics Aug 7, 2017
Breast lesion detection using ultrasound imaging is considered an important step of computer-aided diagnosis systems. Over the past decade, researchers have demonstrated the possibilities to automate the initial lesion detection. However, the lack of...
Humans Ultrasonography, Mammary Algorithms Breast Databases, Factual Female Image Interpretation, Computer-Assisted Neural Networks, Computer Breast Neoplasms
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Matrix and Tensor Completion on a Human Activity Recognition Framework.

IEEE journal of biomedical and health informatics Aug 7, 2017
Sensor-based activity recognition is encountered in innumerable applications of the arena of pervasive healthcare and plays a crucial role in biomedical research. Nonetheless, the frequent situation of unobserved measurements impairs the ability of m...
Supervised Machine Learning Pattern Recognition, Automated Algorithms Humans Human Activities Remote Sensing Technology
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A Trust Model for Ubiquitous Healthcare Environment on the Basis of Adaptable Fuzzy-Probabilistic Inference System.

IEEE journal of biomedical and health informatics Jul 28, 2017
Trust is considered to be a determinant on psychologist selection which can ensure patient satisfaction. Hence, trust concept is essential to be introduced into ubiquitous healthcare (UH) environment oriented on patients with anxiety disorders. This ...
Telemedicine Cloud Computing Male Algorithms Trust Humans Fuzzy Logic Female Anxiety Disorders Adult Models, Statistical Young Adult
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An Automatic Detection System of Lung Nodule Based on Multigroup Patch-Based Deep Learning Network.

IEEE journal of biomedical and health informatics Jul 14, 2017
High-efficiency lung nodule detection dramatically contributes to the risk assessment of lung cancer. It is a significant and challenging task to quickly locate the exact positions of lung nodules. Extensive work has been done by researchers around t...
Radiographic Image Interpretation, Computer-Assisted Deep Learning Lung Neoplasms Humans Tomography, X-Ray Computed Lung Algorithms
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Deep Belief Networks for Electroencephalography: A Review of Recent Contributions and Future Outlooks.

IEEE journal of biomedical and health informatics Jul 14, 2017
Deep learning, a relatively new branch of machine learning, has been investigated for use in a variety of biomedical applications. Deep learning algorithms have been used to analyze different physiological signals and gain a better understanding of h...
Signal Processing, Computer-Assisted Humans Deep Learning Electroencephalography
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Automated Classification and Removal of EEG Artifacts With SVM and Wavelet-ICA.

IEEE journal of biomedical and health informatics Jul 4, 2017
Brain electrical activity recordings by electroencephalography (EEG) are often contaminated with signal artifacts. Procedures for automated removal of EEG artifacts are frequently sought for clinical diagnostics and brain-computer interface applicati...
Humans Brain Artifacts Brain-Computer Interfaces Electroencephalography Signal Processing, Computer-Assisted Support Vector Machine
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Detection of Nocturnal Scratching Movements in Patients with Atopic Dermatitis Using Accelerometers and Recurrent Neural Networks.

IEEE journal of biomedical and health informatics Jun 8, 2017
Atopic dermatitis is a chronic inflammatory skin condition affecting both children and adults and is associated with pruritus. A method for objectively quantifying nocturnal scratching events could aid in the development of therapies for atopic derma...
Middle Aged Pruritus Accelerometry Dermatitis, Atopic Signal Processing, Computer-Assisted Algorithms Humans Actigraphy Young Adult Female Neural Networks, Computer Adult Male
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Automated Spirometry Quality Assurance: Supervised Learning From Multiple Experts.

IEEE journal of biomedical and health informatics Jun 8, 2017
Forced spirometry testing is gradually becoming available across different healthcare tiers including primary care. It has been demonstrated in earlier work that commercially available spirometers are not fully able to assure the quality of individua...
ROC Curve Decision Support Systems, Clinical Humans Signal Processing, Computer-Assisted Spirometry Adult Aged Supervised Machine Learning Middle Aged Quality Control
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DeepPap: Deep Convolutional Networks for Cervical Cell Classification.

IEEE journal of biomedical and health informatics May 19, 2017
Automation-assisted cervical screening via Pap smear or liquid-based cytology (LBC) is a highly effective cell imaging based cancer detection tool, where cells are partitioned into "abnormal" and "normal" categories. However, the success of most trad...
Machine Learning Vaginal Smears Humans Image Interpretation, Computer-Assisted Female Cervix Uteri Neural Networks, Computer Papanicolaou Test
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