AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 1011 to 1020 of 1118 articles

Sequence Learning with Passive RFID Sensors for Real-Time Bed-Egress Recognition in Older People.

IEEE journal of biomedical and health informatics Jun 2, 2016
Getting out of bed and ambulating without supervision is identified as one of the major causes of patient falls in hospitals and nursing homes. Therefore, increased supervision is proposed as a key strategy toward falls prevention. An emerging genera...
Female Aged Aged, 80 and over Humans Machine Learning Signal Processing, Computer-Assisted Monitoring, Ambulatory Beds Radio Frequency Identification Device Male Accidental Falls Support Vector Machine
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Integrative Analysis of Proteomic, Glycomic, and Metabolomic Data for Biomarker Discovery.

IEEE journal of biomedical and health informatics May 27, 2016
Studies associating changes in the levels of multiple biomolecules including proteins, glycans, glycoproteins, and metabolites with the onset of cancer have been widely investigated to identify clinically relevant diagnostic biomarkers. Advances in l...
Diagnosis, Differential Sensitivity and Specificity Neoplasms Liver Neoplasms Computational Biology Humans Liver Cirrhosis Biomarkers Support Vector Machine
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Clustering Single-Cell Expression Data Using Random Forest Graphs.

IEEE journal of biomedical and health informatics May 10, 2016
Complex tissues such as brain and bone marrow are made up of multiple cell types. As the study of biological tissue structure progresses, the role of cell-type-specific research becomes increasingly important. Novel sequencing technology such as sing...
Bone Marrow Cells Algorithms Computational Biology Humans Databases, Factual Cluster Analysis Machine Learning Animals Decision Trees Gene Expression Profiling Single-Cell Analysis Mice
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Efficient and Privacy-Preserving Online Medical Prediagnosis Framework Using Nonlinear SVM.

IEEE journal of biomedical and health informatics Mar 29, 2016
With the advances of machine learning algorithms and the pervasiveness of network terminals, the online medical prediagnosis system, which can provide the diagnosis of healthcare provider anywhere anytime, has attracted considerable interest recently...
Humans Support Vector Machine Medical Informatics Diagnosis
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Sparse Support Vector Machine for Intrapartum Fetal Heart Rate Classification.

IEEE journal of biomedical and health informatics Mar 24, 2016
Fetal heart rate (FHR) monitoring is routinely used in clinical practice to help obstetricians assess fetal health status during delivery. However, early detection of fetal acidosis that allows relevant decisions for operative delivery remains a chal...
Algorithms Pregnancy Female Humans Heart Rate, Fetal Electrocardiography Support Vector Machine Signal Processing, Computer-Assisted
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Voxel-Based Diagnosis of Alzheimer's Disease Using Classifier Ensembles.

IEEE journal of biomedical and health informatics Mar 4, 2016
Functional magnetic resonance imaging (fMRI) is one of the most promising noninvasive techniques for early Alzheimer's disease (AD) diagnosis. In this paper, we explore the application of different machine learning techniques to the classification of...
Image Interpretation, Computer-Assisted Neuroimaging Magnetic Resonance Imaging Supervised Machine Learning Alzheimer Disease Humans Aged, 80 and over Algorithms Brain Male Female Middle Aged Aged
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A Hierarchical Classification and Segmentation Scheme for Processing Sensor Data.

IEEE journal of biomedical and health informatics Feb 8, 2016
Detecting short-duration events from continuous sensor signals is a significant challenge in the domain of wearable devices and health monitoring systems. Time-series segmentation refers to the challenge of subdividing a continuous stream of data int...
Models, Theoretical Signal Processing, Computer-Assisted Eating Monitoring, Ambulatory Clothing Young Adult Adult Male Machine Learning Algorithms Female Humans
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HEp-2 Cell Image Classification With Deep Convolutional Neural Networks.

IEEE journal of biomedical and health informatics Feb 8, 2016
Efficient Human Epithelial-2 cell image classification can facilitate the diagnosis of many autoimmune diseases. This paper proposes an automatic framework for this classification task, by utilizing the deep convolutional neural networks (CNNs) which...
Cell Line Epithelial Cells Coloring Agents Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Pattern Recognition, Automated Fluorescent Antibody Technique, Indirect Humans
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Predicting Drug-Target Interactions With Multi-Information Fusion.

IEEE journal of biomedical and health informatics Dec 30, 2015
Identifying potential associations between drugs and targets is a critical prerequisite for modern drug discovery and repurposing. However, predicting these associations is difficult because of the limitations of existing computational methods. Most ...
Algorithms Drug Discovery Computational Biology Pharmaceutical Preparations Humans Proteins Machine Learning Principal Component Analysis
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Automated Cognitive Health Assessment From Smart Home-Based Behavior Data.

IEEE journal of biomedical and health informatics Aug 17, 2015
Smart home technologies offer potential benefits for assisting clinicians by automating health monitoring and well-being assessment. In this paper, we examine the actual benefits of smart home-based analysis by monitoring daily behavior in the home a...
Machine Learning Algorithms Aged Humans Home Care Services Signal Processing, Computer-Assisted Aged, 80 and over Female Monitoring, Ambulatory Male Human Activities
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