AIMC Journal:
Computer methods and programs in biomedicine

Showing 641 to 650 of 863 articles

Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography.

Computer methods and programs in biomedicine Jun 14, 2019
BACKGROUND AND OBJECTIVES: Spectral Domain Optical Coherence Tomography (SD-OCT) is a volumetric imaging technique that allows measuring patterns between layers such as small amounts of fluid. Since 2012, automatic medical image analysis performance ...
Humans Diabetic Retinopathy Neural Networks, Computer Software Macular Degeneration Middle Aged Pattern Recognition, Automated Deep Learning Retinal Diseases Area Under Curve Tomography, Optical Coherence Algorithms Macular Edema Reproducibility of Results Aged Aged, 80 and over
View on PubMed DOI

An intelligent warning model for early prediction of cardiac arrest in sepsis patients.

Computer methods and programs in biomedicine Jun 11, 2019
BACKGROUND: Sepsis-associated cardiac arrest is a common issue with the low survival rate. Early prediction of cardiac arrest can provide the time required for intervening and preventing its onset in order to reduce mortality. Several studies have be...
Heart Arrest Sepsis Adolescent Incidence Decision Trees Monitoring, Ambulatory APACHE Multivariate Analysis Vital Signs Normal Distribution Sensitivity and Specificity Male Middle Aged Severity of Illness Index Case-Control Studies Female Reproducibility of Results Young Adult Adult Humans Machine Learning Algorithms Electronic Health Records
View on PubMed DOI

Sleep stage classification using covariance features of multi-channel physiological signals on Riemannian manifolds.

Computer methods and programs in biomedicine Jun 10, 2019
BACKGROUND AND OBJECTIVE: The recognition of many sleep related pathologies highly relies on an accurate classification of sleep stages. Clinically, sleep stages are usually labelled by sleep experts through visually inspecting the whole-night polyso...
Databases, Factual Computer Simulation Reproducibility of Results Data Interpretation, Statistical Electroencephalography Humans Machine Learning Algorithms Sleep Stages Signal Processing, Computer-Assisted Sleep Polysomnography Electrooculography
View on PubMed DOI

An automatic method for lung segmentation and reconstruction in chest X-ray using deep neural networks.

Computer methods and programs in biomedicine Jun 6, 2019
BACKGROUND AND OBJECTIVE: Chest X-ray (CXR) is one of the most used imaging techniques for detection and diagnosis of pulmonary diseases. A critical component in any computer-aided system, for either detection or diagnosis in digital CXR, is the auto...
Pattern Recognition, Automated Radiography, Thoracic Lung Diagnosis, Computer-Assisted Image Processing, Computer-Assisted Tuberculosis, Pulmonary Humans Neural Networks, Computer Algorithms Databases, Factual Reproducibility of Results Sensitivity and Specificity
View on PubMed DOI

A comparative study on feature selection for a risk prediction model for colorectal cancer.

Computer methods and programs in biomedicine Jun 4, 2019
BACKGROUND AND OBJECTIVE: Risk prediction models aim at identifying people at higher risk of developing a target disease. Feature selection is particularly important to improve the prediction model performance avoiding overfitting and to identify the...
Humans Neural Networks, Computer Software ROC Curve Support Vector Machine Area Under Curve Spain Databases, Factual Computer Graphics Computer Simulation Colorectal Neoplasms Risk Assessment
View on PubMed DOI

A novel IRBF-RVM model for diagnosis of atrial fibrillation.

Computer methods and programs in biomedicine May 29, 2019
BACKGROUND AND OBJECTIVE: Atrial fibrillation (AF) is one of the common cardiovascular diseases, and electrocardiography (ECG) is a key indicator for the detection and diagnosis of AF and other heart diseases. In this study, an improved machine learn...
Diagnosis, Computer-Assisted Electrocardiography Support Vector Machine Models, Statistical Bayes Theorem Signal Processing, Computer-Assisted Atrial Fibrillation Data Collection Heart Diseases Probability Humans Normal Distribution Databases, Factual Reproducibility of Results
View on PubMed DOI

An empirical evaluation of deep learning for ICD-9 code assignment using MIMIC-III clinical notes.

Computer methods and programs in biomedicine May 25, 2019
BACKGROUND AND OBJECTIVE: Code assignment is of paramount importance in many levels in modern hospitals, from ensuring accurate billing process to creating a valid record of patient care history. However, the coding process is tedious and subjective,...
Models, Statistical Algorithms Regression Analysis Humans International Classification of Diseases Intensive Care Units Critical Care Neural Networks, Computer Electronic Health Records Medical Informatics Reproducibility of Results Deep Learning
View on PubMed DOI

Identification of clathrin proteins by incorporating hyperparameter optimization in deep learning and PSSM profiles.

Computer methods and programs in biomedicine May 17, 2019
BACKGROUND AND OBJECTIVES: Clathrin is an adaptor protein that serves as the principal element of the vesicle-coating complex and is important for the membrane cleavage to dispense the invaginated vesicle from the plasma membrane. The functional loss...
Clathrin Reproducibility of Results Humans Sensitivity and Specificity Neural Networks, Computer Deep Learning Software Cell Membrane Algorithms Position-Specific Scoring Matrices
View on PubMed DOI

Brain tumor detection using statistical and machine learning method.

Computer methods and programs in biomedicine May 17, 2019
BACKGROUND AND OBJECTIVE: Brain tumor occurs because of anomalous development of cells. It is one of the major reasons of death in adults around the globe. Millions of deaths can be prevented through early detection of brain tumor. Earlier brain tumo...
Area Under Curve Humans Brain Bayes Theorem Glioma Machine Learning Reproducibility of Results Pattern Recognition, Automated Algorithms Magnetic Resonance Imaging Brain Neoplasms Wavelet Analysis Models, Statistical ROC Curve Decision Trees Image Processing, Computer-Assisted
View on PubMed DOI

Detection of respiratory rate using a classifier of waves in the signal from a FBG-based vital signs sensor.

Computer methods and programs in biomedicine May 17, 2019
BACKGROUND AND OBJECTIVE: Monitoring of changes in respiratory rate provides information on a patient's psychophysical state. This paper presents a respiratory rate detection method based on analysis of signals from a fiber Bragg grating (FBG)-based ...
Electronic Data Processing Respiratory Rate Humans Monitoring, Physiologic Discriminant Analysis Young Adult Equipment Design Adult Heart Rate Male Middle Aged Magnetic Resonance Imaging Machine Learning Algorithms Female Reproducibility of Results
View on PubMed DOI
Popular Topics
Popular Journals