AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 811 to 820 of 1118 articles

Development of a Wearable Electrical Impedance Tomographic Sensor for Gesture Recognition With Machine Learning.

IEEE journal of biomedical and health informatics Oct 4, 2019
A wearable electrical impedance tomographic (wEIT) sensor with 8 electrodes is developed to realize gesture recognition with machine learning algorithms. To optimize the wEIT sensor, gesture recognition rates are compared by using a series of electro...
Adult Male Wearable Electronic Devices Algorithms Female Young Adult Wrist Electric Impedance Pattern Recognition, Automated Forearm Gestures Support Vector Machine Equipment Design Humans Machine Learning Tomography
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Progressive Sub-Band Residual-Learning Network for MR Image Super Resolution.

IEEE journal of biomedical and health informatics Oct 4, 2019
High-resolution (HR) magnetic resonance images (MRI) provide more detailed information for clinical application. However, HR MRI is less available because of the longer scan time and lower signal-to-noise ratio. Spatial resolution is one of the key p...
Signal-To-Noise Ratio Deep Learning Humans Image Processing, Computer-Assisted Magnetic Resonance Imaging Algorithms
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Computer-Aided Diagnosis in Histopathological Images of the Endometrium Using a Convolutional Neural Network and Attention Mechanisms.

IEEE journal of biomedical and health informatics Oct 1, 2019
Uterine cancer (also known as endometrial cancer) can seriously affect the female reproductive system, and histopathological image analysis is the gold standard for diagnosing endometrial cancer. Due to the limited ability to model the complicated re...
Humans Neural Networks, Computer Sensitivity and Specificity Endometrium Deep Learning Image Interpretation, Computer-Assisted Algorithms Histological Techniques Female
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Pathway-Based Single-Cell RNA-Seq Classification, Clustering, and Construction of Gene-Gene Interactions Networks Using Random Forests.

IEEE journal of biomedical and health informatics Oct 1, 2019
Single-cell RNA-Sequencing (scRNA-Seq), an advanced sequencing technique, enables biomedical researchers to characterize cell-specific gene expression profiles. Although studies have adapted machine learning algorithms to cluster different cell popul...
Machine Learning Algorithms Cells, Cultured Animals Mice Cluster Analysis Decision Trees Stem Cells Single-Cell Analysis RNA-Seq Gene Regulatory Networks
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Learning Deep Representations for Video-Based Intake Gesture Detection.

IEEE journal of biomedical and health informatics Sep 30, 2019
Automatic detection of individual intake gestures during eating occasions has the potential to improve dietary monitoring and support dietary recommendations. Existing studies typically make use of on-body solutions such as inertial and audio sensors...
Video Recording Humans Pattern Recognition, Automated Deep Learning Gestures Image Processing, Computer-Assisted Eating
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Deep Learning-Based Gleason Grading of Prostate Cancer From Histopathology Images-Role of Multiscale Decision Aggregation and Data Augmentation.

IEEE journal of biomedical and health informatics Sep 30, 2019
Visual inspection of histopathology images of stained biopsy tissue by expert pathologists is the standard method for grading of prostate cancer (PCa). However, this process is time-consuming and subject to high inter-observer variability. Machine le...
Image Interpretation, Computer-Assisted Prostatic Neoplasms Histological Techniques Humans Neoplasm Grading Prostate Male Deep Learning
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Multilevel Features for Sensor-Based Assessment of Motor Fluctuation in Parkinson's Disease Subjects.

IEEE journal of biomedical and health informatics Sep 26, 2019
Motor fluctuations are a frequent complication in patients with Parkinson's disease (PD) where the response to medication fluctuates between ON states (medication working) and OFF states (medication has worn off). This paper describes a new data anal...
Antiparkinson Agents Movement Female Aged Male Parkinson Disease Humans Activities of Daily Living Signal Processing, Computer-Assisted Middle Aged Pattern Recognition, Automated Spatio-Temporal Analysis Support Vector Machine
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BIA: ehavior dentification lgorithm Using Unsupervised Learning Based on Sensor Data for Home Elderly.

IEEE journal of biomedical and health informatics Sep 24, 2019
Behavior identification plays an important role in supporting homecare for the elderly living alone. In literature, plenty of algorithms have been designed to identify behaviors of the elderly by learning features or extracting patterns from sensor d...
Home Care Services Wearable Electronic Devices Monitoring, Physiologic Models, Statistical Human Activities Behavior Unsupervised Machine Learning Video Recording Humans Algorithms Aged
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Multi-Objective Optimization for Personalized Prediction of Venous Thromboembolism in Ovarian Cancer Patients.

IEEE journal of biomedical and health informatics Sep 24, 2019
Thrombotic events are one of the leading causes of mortality and morbidity related to cancer, with ovarian cancer having one of the highest incidence rates. The need to prevent these events through the prescription of adequate schemes of antithrombot...
Biomarkers Precision Medicine Female Adult Middle Aged Aged Aged, 80 and over Machine Learning Algorithms Databases, Factual Venous Thromboembolism Risk Assessment Humans Models, Statistical Ovarian Neoplasms
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Sequential Saliency Guided Deep Neural Network for Joint Mitosis Identification and Localization in Time-Lapse Phase Contrast Microscopy Images.

IEEE journal of biomedical and health informatics Sep 23, 2019
The analysis of cell mitotic behavior plays important role in many biomedical research and medical diagnostic applications. To improve the accuracy of mitosis detection in automated analysis systems, this paper proposes the sequential saliency guided...
Mice Stem Cells Mitosis Animals Microscopy, Phase-Contrast Deep Learning Time-Lapse Imaging Image Processing, Computer-Assisted Neural Networks, Computer Cells, Cultured
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