AIMC Journal:
Computer methods and programs in biomedicine

Showing 701 to 710 of 863 articles

Diseases diagnosis using fuzzy logic methods: A systematic and meta-analysis review.

Computer methods and programs in biomedicine Apr 18, 2018
BACKGROUND AND OBJECTIVE: Diagnosis as the initial step of medical practice, is one of the most important parts of complicated clinical decision making which is usually accompanied with the degree of ambiguity and uncertainty. Since uncertainty is th...
Humans Machine Learning Models, Theoretical Fuzzy Logic Diagnostic Imaging Uncertainty Software Algorithms Decision Support Systems, Clinical Image Processing, Computer-Assisted
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Automated EEG-based screening of depression using deep convolutional neural network.

Computer methods and programs in biomedicine Apr 18, 2018
In recent years, advanced neurocomputing and machine learning techniques have been used for Electroencephalogram (EEG)-based diagnosis of various neurological disorders. In this paper, a novel computer model is presented for EEG-based screening of de...
Humans Neural Networks, Computer Electroencephalography Machine Learning Signal Processing, Computer-Assisted Algorithms Computer Simulation Electronic Data Processing Reproducibility of Results Diagnosis, Computer-Assisted Depression
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Deep learning for healthcare applications based on physiological signals: A review.

Computer methods and programs in biomedicine Apr 11, 2018
BACKGROUND AND OBJECTIVE: We have cast the net into the ocean of knowledge to retrieve the latest scientific research on deep learning methods for physiological signals. We found 53 research papers on this topic, published from 01.01.2008 to 31.12.20...
Machine Learning Algorithms Diagnosis, Computer-Assisted Electrocardiography Humans Quality of Health Care Medical Informatics Electroencephalography Linear Models Electrooculography Signal Processing, Computer-Assisted Electromyography Neurons
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Relative location prediction in CT scan images using convolutional neural networks.

Computer methods and programs in biomedicine Mar 28, 2018
BACKGROUND AND OBJECTIVE: Relative location prediction in computed tomography (CT) scan images is a challenging problem. Many traditional machine learning methods have been applied in attempts to alleviate this problem. However, the accuracy and spee...
Radiographic Image Interpretation, Computer-Assisted Female Humans Machine Learning Male Neural Networks, Computer Algorithms Neck Databases, Factual Regression Analysis Tomography, X-Ray Computed
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Determining Anxiety in Obsessive Compulsive Disorder through Behavioural Clustering and Variations in Repetition Intensity.

Computer methods and programs in biomedicine Mar 22, 2018
BACKGROUND AND OBJECTIVES: Over the last decade, the application of computer vision techniques to the analysis of behavioural patterns has seen a considerable increase in research interest. One such interesting and recent application is the visual be...
Support Vector Machine Obsessive-Compulsive Disorder Humans Cluster Analysis Behavior Observation Techniques Video Recording Artificial Intelligence Models, Psychological Computer Simulation Anxiety
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A novel feature extraction technique for pulmonary sound analysis based on EMD.

Computer methods and programs in biomedicine Mar 22, 2018
BACKGROUND AND OBJECTIVE: The stethoscope based auscultation technique is a primary diagnostic tool for chest sound analysis. However, the performance of this method is limited due to its dependency on physicians experience, knowledge and also clarit...
India Support Vector Machine Models, Statistical Signal Processing, Computer-Assisted Pattern Recognition, Automated Wavelet Analysis Stethoscopes Auscultation Neural Networks, Computer Algorithms Respiratory Sounds Sensitivity and Specificity Lung Humans
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Development of an information retrieval tool for biomedical patents.

Computer methods and programs in biomedicine Mar 14, 2018
BACKGROUND AND OBJECTIVE: The volume of biomedical literature has been increasing in the last years. Patent documents have also followed this trend, being important sources of biomedical knowledge, technical details and curated data, which are put to...
Data Mining Information Storage and Retrieval Data Curation Databases, Factual User-Computer Interface Humans Computational Biology Natural Language Processing Software Algorithms
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The design and validation of a hybrid digital-signal-processing plug-in for traditional cochlear implant speech processors.

Computer methods and programs in biomedicine Mar 12, 2018
BACKGROUND AND OBJECTIVE: Cochlear implants (CIs) are electronic devices restoring partial hearing to deaf individuals with profound hearing loss. In this paper, a new plug-in for traditional IIR filter-banks (FBs) is presented for cochlear implants ...
Speech Signal Processing, Computer-Assisted Internet Netherlands Software Algorithms Databases, Factual Reproducibility of Results Cochlear Implants Hearing Loss Signal-To-Noise Ratio Wavelet Analysis Cochlear Implantation Normal Distribution Humans Neural Networks, Computer
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Multichannel lung sound analysis for asthma detection.

Computer methods and programs in biomedicine Mar 9, 2018
BACKGROUND AND OBJECTIVE: Lung sound signals convey valuable information of the lung status. Auscultation is an effective technique to appreciate the condition of the respiratory system using lung sound signals. The prior works on asthma detection fr...
Forced Expiratory Volume Signal Processing, Computer-Assisted Vital Capacity Normal Distribution Auscultation Respiratory Sounds Lung Support Vector Machine Models, Statistical Predictive Value of Tests Adult Asthma Male Middle Aged Humans Neural Networks, Computer Algorithms Female Young Adult
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Tissue classification and segmentation of pressure injuries using convolutional neural networks.

Computer methods and programs in biomedicine Mar 3, 2018
BACKGROUND AND OBJECTIVES: This paper presents a new approach for automatic tissue classification in pressure injuries. These wounds are localized skin damages which need frequent diagnosis and treatment. Therefore, a reliable and accurate systems fo...
Humans Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Wound Healing Models, Statistical Databases, Factual Necrosis Tomography, X-Ray Computed Wounds and Injuries Reproducibility of Results Pressure Ulcer Sensitivity and Specificity Models, Anatomic
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