AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 841 to 850 of 1118 articles

Epilepsy Seizure Prediction on EEG Using Common Spatial Pattern and Convolutional Neural Network.

IEEE journal of biomedical and health informatics Aug 5, 2019
Epilepsy seizure prediction paves the way of timely warning for patients to take more active and effective intervention measures. Compared to seizure detection that only identifies the inter-ictal state and the ictal state, far fewer researches have ...
Humans Neural Networks, Computer Electroencephalography Seizures Machine Learning Diagnosis, Computer-Assisted
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Semi-Supervised Learning Algorithm for Identifying High-Priority Drug-Drug Interactions Through Adverse Event Reports.

IEEE journal of biomedical and health informatics Aug 2, 2019
Identifying drug-drug interactions (DDIs) is a critical enabler for reducing adverse drug events and improving patient safety. Generating proper DDI alerts during prescribing workflow has the potential to prevent DDI-related adverse events. However, ...
Algorithms Databases, Factual Decision Support Systems, Clinical Supervised Machine Learning Drug-Related Side Effects and Adverse Reactions Adverse Drug Reaction Reporting Systems Humans
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Learning to Quantify Emphysema Extent: What Labels Do We Need?

IEEE journal of biomedical and health informatics Aug 1, 2019
Accurate assessment of pulmonary emphysema is crucial to assess disease severity and subtype, to monitor disease progression, and to predict lung cancer risk. However, visual assessment is time-consuming and subject to substantial inter-rater variabi...
Algorithms Tomography, X-Ray Computed Female Humans Machine Learning Lung Male Pulmonary Emphysema Middle Aged Image Interpretation, Computer-Assisted Disease Progression
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Characterizing Alzheimer's Disease With Image and Genetic Biomarkers Using Supervised Topic Models.

IEEE journal of biomedical and health informatics Jul 31, 2019
Neuroimaging and genetic biomarkers have been widely studied from discriminative perspectives towards Alzheimer's disease (AD) classification, since neuroanatomical patterns and genetic variants are jointly critical indicators for AD diagnosis. Gener...
Aged Aged, 80 and over Male Algorithms Female Supervised Machine Learning Alzheimer Disease Neuroimaging Diagnosis, Computer-Assisted Magnetic Resonance Imaging Genetic Markers Humans
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Inferring Gene Regulatory Networks of Metabolic Enzymes Using Gradient Boosted Trees.

IEEE journal of biomedical and health informatics Jul 30, 2019
Metabolic reprogramming is a hallmark of cancer. In cancer cells, transcription factors (TFs) govern metabolic reprogramming through abnormally increasing or decreasing the transcription rate of metabolic enzymes, which provides cancer cells growth a...
Gene Regulatory Networks Lung Neoplasms Algorithms Transcription Factors Humans Gene Expression Profiling Enzymes Machine Learning Transcriptome
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A Globalized Model for Mapping Wearable Seismocardiogram Signals to Whole-Body Ballistocardiogram Signals Based on Deep Learning.

IEEE journal of biomedical and health informatics Jul 29, 2019
The ballistocardiography (BCG) signal is a measurement of the vibrations of the center of mass of the body due to the cardiac cycle and can be used for noninvasive hemodynamic monitoring. The seismocardiography (SCG) signals measure the local vibrati...
Deep Learning Wearable Electronic Devices Young Adult Signal Processing, Computer-Assisted Accelerometry Humans Adult Heart Function Tests Female Male Ballistocardiography
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Electroencephalogram Spectral Moments for the Detection of Nocturnal Hypoglycemia.

IEEE journal of biomedical and health informatics Jul 29, 2019
Hypoglycemia or low blood glucose is the most feared complication of insulin treatment of diabetes. For people with diabetes, the mismatch between the insulin therapy and the body's physiology could increase the risk of hypoglycemia. Nocturnal hypogl...
Electroencephalography Hypoglycemia Sleep Brain Waves Child Diabetes Mellitus, Type 1 Bayes Theorem Diagnosis, Computer-Assisted Adolescent Humans Neural Networks, Computer Algorithms Sensitivity and Specificity
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GluNet: A Deep Learning Framework for Accurate Glucose Forecasting.

IEEE journal of biomedical and health informatics Jul 29, 2019
For people with Type 1 diabetes (T1D), forecasting of blood glucose (BG) can be used to effectively avoid hyperglycemia, hypoglycemia and associated complications. The latest continuous glucose monitoring (CGM) technology allows people to observe glu...
Probability Deep Learning Blood Glucose Self-Monitoring Blood Glucose Humans Diabetes Mellitus, Type 1 Algorithms
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Dynamic Prediction in Clinical Survival Analysis Using Temporal Convolutional Networks.

IEEE journal of biomedical and health informatics Jul 17, 2019
Accurate prediction of disease trajectories is critical for early identification and timely treatment of patients at risk. Conventional methods in survival analysis are often constrained by strong parametric assumptions and limited in their ability t...
Alzheimer Disease Survival Analysis Neural Networks, Computer Algorithms Humans
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Thorax-Net: An Attention Regularized Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography.

IEEE journal of biomedical and health informatics Jul 12, 2019
Deep learning techniques have been increasingly used to provide more accurate and more accessible diagnosis of thorax diseases on chest radiographs. However, due to the lack of dense annotation of large-scale chest radiograph data, this computer-aide...
Humans Radiography, Thoracic Neural Networks, Computer Deep Learning Radiographic Image Interpretation, Computer-Assisted
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