AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 981 to 990 of 1118 articles

Organ Location Determination and Contour Sparse Representation for Multiorgan Segmentation.

IEEE journal of biomedical and health informatics May 17, 2017
Organ segmentation on computed tomography (CT) images is of great importance in medical diagnoses and treatment. This paper proposes organ location determination and contour sparse representation methods (OLD-CSR) for multiorgan segmentation (liver, ...
Humans Spleen Radiography, Abdominal Image Processing, Computer-Assisted Kidney Liver Machine Learning Tomography, X-Ray Computed
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A Deep Convolutional Neural Network-Based Framework for Automatic Fetal Facial Standard Plane Recognition.

IEEE journal of biomedical and health informatics May 17, 2017
Ultrasound imaging has become a prevalent examination method in prenatal diagnosis. Accurate acquisition of fetal facial standard plane (FFSP) is the most important precondition for subsequent diagnosis and measurement. In the past few years, conside...
Image Interpretation, Computer-Assisted Face Fetus Female Ultrasonography, Prenatal Humans Neural Networks, Computer Algorithms Pregnancy
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Deep Learning for Automated Extraction of Primary Sites From Cancer Pathology Reports.

IEEE journal of biomedical and health informatics May 3, 2017
Pathology reports are a primary source of information for cancer registries which process high volumes of free-text reports annually. Information extraction and coding is a manual, labor-intensive process. In this study, we investigated deep learning...
Neoplasms Humans Diagnosis, Computer-Assisted Support Vector Machine Artificial Intelligence Electronic Health Records
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A Novel Continuous Blood Pressure Estimation Approach Based on Data Mining Techniques.

IEEE journal of biomedical and health informatics Apr 28, 2017
Continuous blood pressure (BP) estimation using pulse transit time (PTT) is a promising method for unobtrusive BP measurement. However, the accuracy of this approach must be improved for it to be viable for a wide range of applications. This study pr...
Linear Models Humans Electrocardiography Blood Pressure Determination Support Vector Machine Blood Pressure Adult Female Signal Processing, Computer-Assisted Male Young Adult Data Mining Photoplethysmography
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Early Detection of Peak Demand Days of Chronic Respiratory Diseases Emergency Department Visits Using Artificial Neural Networks.

IEEE journal of biomedical and health informatics Apr 26, 2017
Chronic respiratory diseases, mainly asthma and chronic obstructive pulmonary disease (COPD), affect the lives of people by limiting their activities in various aspects. Overcrowding of hospital emergency departments (EDs) due to respiratory diseases...
Chronic Disease Emergency Service, Hospital Air Pollutants Weather Medical Informatics Neural Networks, Computer Pulmonary Disease, Chronic Obstructive Asthma Humans
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Epithelium-Stroma Classification via Convolutional Neural Networks and Unsupervised Domain Adaptation in Histopathological Images.

IEEE journal of biomedical and health informatics Apr 6, 2017
Epithelium-stroma classification is a necessary preprocessing step in histopathological image analysis. Current deep learning based recognition methods for histology data require collection of large volumes of labeled data in order to train a new neu...
Machine Learning Algorithms Female Humans Neural Networks, Computer Histocytochemistry Connective Tissue Breast Neoplasms Image Processing, Computer-Assisted Epithelium
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Multiscale Rotation-Invariant Convolutional Neural Networks for Lung Texture Classification.

IEEE journal of biomedical and health informatics Mar 21, 2017
We propose a new multiscale rotation-invariant convolutional neural network (MRCNN) model for classifying various lung tissue types on high-resolution computed tomography. MRCNN employs Gabor-local binary pattern that introduces a good property in im...
Image Interpretation, Computer-Assisted Algorithms Pattern Recognition, Automated Humans Lung Neural Networks, Computer Lung Diseases, Interstitial
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A Natural Language Processing Framework for Assessing Hospital Readmissions for Patients With COPD.

IEEE journal of biomedical and health informatics Mar 17, 2017
With the passage of recent federal legislation, many medical institutions are now responsible for reaching target hospital readmission rates. Chronic diseases account for many hospital readmissions and chronic obstructive pulmonary disease has been r...
Pulmonary Disease, Chronic Obstructive Decision Support Systems, Clinical Medical Informatics Area Under Curve Natural Language Processing Humans Patient Readmission Algorithms
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A Framework for Mixed-Type Multioutcome Prediction With Applications in Healthcare.

IEEE journal of biomedical and health informatics Mar 16, 2017
Health analysis often involves prediction of multiple outcomes of mixed type. The existing work is restrictive to either a limited number or specific outcome types. We propose a framework for mixed-type multioutcome prediction. Our proposed framework...
Computational Biology Models, Statistical Regression Analysis Health Information Management Medical Informatics Applications Humans Machine Learning
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Mobile Stride Length Estimation With Deep Convolutional Neural Networks.

IEEE journal of biomedical and health informatics Mar 9, 2017
OBJECTIVE: Accurate estimation of spatial gait characteristics is critical to assess motor impairments resulting from neurological or musculoskeletal disease. Currently, however, methodological constraints limit clinical applicability of state-of-the...
Signal Processing, Computer-Assisted Humans Models, Biological Walking Neural Networks, Computer Deep Learning Gait Databases, Factual Regression Analysis
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