AIMC Journal:
IEEE transactions on bio-medical engineering

Showing 221 to 230 of 342 articles

Multi-Source Ensemble Learning for the Remote Prediction of Parkinson's Disease in the Presence of Source-Wise Missing Data.

IEEE transactions on bio-medical engineering Nov 5, 2018
As the collection of mobile health data becomes pervasive, missing data can make large portions of datasets inaccessible for analysis. Missing data has shown particularly problematic for remotely diagnosing and monitoring Parkinson's disease (PD) usi...
Databases, Factual Female Aged Male Humans Neural Networks, Computer Machine Learning Telemedicine Memory Decision Making, Computer-Assisted Memory and Learning Tests Middle Aged Parkinson Disease Gait
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A Machine Learning Shock Decision Algorithm for Use During Piston-Driven Chest Compressions.

IEEE transactions on bio-medical engineering Oct 31, 2018
GOAL: Accurate shock decision methods during piston-driven cardiopulmonary resuscitation (CPR) would contribute to improve therapy and increase cardiac arrest survival rates. The best current methods are computationally demanding, and their accuracy ...
Humans Decision Support Systems, Clinical Cardiopulmonary Resuscitation Heart Arrest Electrocardiography Support Vector Machine Wavelet Analysis
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Magnetocardiography-Based Ischemic Heart Disease Detection and Localization Using Machine Learning Methods.

IEEE transactions on bio-medical engineering Oct 23, 2018
OBJECTIVE: This study focused on developing a fast and accurate automatic ischemic heart disease detection/localization methodology.
Magnetocardiography Coronary Stenosis Adult Male Diagnosis, Computer-Assisted Heart Myocardial Ischemia Support Vector Machine Humans Signal Processing, Computer-Assisted Machine Learning
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Ultrasound Image Segmentation: A Deeply Supervised Network With Attention to Boundaries.

IEEE transactions on bio-medical engineering Oct 22, 2018
OBJECTIVE: Segmentation of anatomical structures in ultrasound images requires vast radiological knowledge and experience. Moreover, the manual segmentation often results in subjective variations, therefore, an automatic segmentation is desirable. We...
Neural Networks, Computer Liver Ultrasonography Supervised Machine Learning Blood Vessels Humans Image Processing, Computer-Assisted
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Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification.

IEEE transactions on bio-medical engineering Oct 22, 2018
Correctly identifying sleep stages is important in diagnosing and treating sleep disorders. This paper proposes a joint classification-and-prediction framework based on convolutional neural networks (CNNs) for automatic sleep staging, and, subsequent...
Middle Aged Adolescent Signal Processing, Computer-Assisted Polysomnography Young Adult Adult Male Sleep Stages Electrodiagnosis Female Aged Humans Neural Networks, Computer
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Improving Performance of Devanagari Script Input-Based P300 Speller Using Deep Learning.

IEEE transactions on bio-medical engineering Oct 9, 2018
The performance of an existing Devanagari script (DS) input-based P300 speller with conventional machine learning techniques suffers from low information transfer rate (ITR). This occurs due to its required large size of display, i.e., 8 × 8 row-colu...
Algorithms Female Young Adult Adult Humans Communication Devices for People with Disabilities Electroencephalography Signal Processing, Computer-Assisted Brain-Computer Interfaces Event-Related Potentials, P300 Male Middle Aged Deep Learning
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Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks.

IEEE transactions on bio-medical engineering Oct 8, 2018
Missing data is a ubiquitous problem. It is especially challenging in medical settings because many streams of measurements are collected at different-and often irregular-times. Accurate estimation of the missing measurements is critical for many rea...
Humans Neural Networks, Computer Medical Informatics Vital Signs Algorithms Databases, Factual
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Deep Learning Models Unveiled Functional Difference Between Cortical Gyri and Sulci.

IEEE transactions on bio-medical engineering Sep 28, 2018
It is largely unknown whether there is functional role difference between cortical gyral and sulcal regions. Recent advancements in neuroimaging studies demonstrate clear difference of structural connection profiles in gyral and sulcal areas, suggest...
Macaca Male Middle Aged Deep Learning Young Adult Humans Adult Cerebral Cortex Algorithms Magnetic Resonance Imaging Animals Female Signal Processing, Computer-Assisted Connectome
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Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis.

IEEE transactions on bio-medical engineering Sep 12, 2018
In the field of computer-aided Alzheimer's disease (AD) diagnosis, jointly identifying brain diseases and predicting clinical scores using magnetic resonance imaging (MRI) have attracted increasing attention since these two tasks are highly correlate...
Brain Female Aged Aged, 80 and over Anatomic Landmarks Male Image Interpretation, Computer-Assisted Humans Alzheimer Disease Deep Learning Algorithms Magnetic Resonance Imaging
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A Wearable Multi-Modal Bio-Sensing System Towards Real-World Applications.

IEEE transactions on bio-medical engineering Sep 4, 2018
Multi-modal bio-sensing has recently been used as effective research tools in affective computing, autism, clinical disorders, and virtual reality among other areas. However, none of the existing bio-sensing systems support multi-modality in a wearab...
Equipment Design Brain-Computer Interfaces Evoked Potentials, Visual Humans Machine Learning Photoplethysmography Algorithms Video Games Monitoring, Physiologic Electrocardiography Wearable Electronic Devices Head Movements Electroencephalography
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