AIMC Topic: ROC Curve

Clear Filters Showing 2481 to 2490 of 3585 articles

Predicting response to somatostatin analogues in acromegaly: machine learning-based high-dimensional quantitative texture analysis on T2-weighted MRI.

European radiology Nov 30, 2018
OBJECTIVE: To investigate the value of machine learning (ML)-based high-dimensional quantitative texture analysis (qTA) on T2-weighted magnetic resonance imaging (MRI) in predicting response to somatostatin analogues (SA) in acromegaly patients with ...
ROC Curve Humans Magnetic Resonance Imaging Machine Learning Predictive Value of Tests Young Adult Pituitary Neoplasms Acromegaly Adenoma Adult Algorithms Somatostatin Male Retrospective Studies Middle Aged Female Reproducibility of Results
View on PubMed DOI

A comparison of logistic regression models with alternative machine learning methods to predict the risk of in-hospital mortality in emergency medical admissions via external validation.

Health informatics journal Nov 29, 2018
We compare the performance of logistic regression with several alternative machine learning methods to estimate the risk of death for patients following an emergency admission to hospital based on the patients' first blood test results and physiologi...
Machine Learning Hospitalization Hospital Mortality ROC Curve Humans Logistic Models Emergency Service, Hospital Patient Admission
View on PubMed DOI

A Machine Learning Approach to Predicting Need for Hospitalization for Pediatric Asthma Exacerbation at the Time of Emergency Department Triage.

Academic emergency medicine : official journal of the Society for Academic Emergency Medicine Nov 29, 2018
OBJECTIVES: Pediatric asthma is a leading cause of emergency department (ED) utilization and hospitalization. Earlier identification of need for hospital-level care could triage patients more efficiently to high- or low-resource ED tracks. Existing t...
Female Hospitalization Male Risk Assessment Humans Machine Learning Logistic Models Retrospective Studies Adolescent Triage Child, Preschool Emergency Service, Hospital Child Status Asthmaticus ROC Curve
View on PubMed DOI

A deep learning model for the detection of both advanced and early glaucoma using fundus photography.

PloS one Nov 27, 2018
PURPOSE: To build a deep learning model to diagnose glaucoma using fundus photography.
Image Interpretation, Computer-Assisted Deep Learning ROC Curve Diagnostic Techniques, Ophthalmological Humans Logistic Models Fundus Oculi Glaucoma Cross-Sectional Studies Disease Progression
View on PubMed DOI

A reliable method for colorectal cancer prediction based on feature selection and support vector machine.

Medical & biological engineering & computing Nov 26, 2018
Colorectal cancer (CRC) is a common cancer responsible for approximately 600,000 deaths per year worldwide. Thus, it is very important to find the related factors and detect the cancer accurately. However, timely and accurate prediction of the diseas...
Logistic Models Body Mass Index Support Vector Machine Area Under Curve Models, Biological Reproducibility of Results Sensitivity and Specificity Colorectal Neoplasms ROC Curve Humans
View on PubMed DOI

The Sydney Triage to Admission Risk Tool (START2) using machine learning techniques to support disposition decision-making.

Emergency medicine Australasia : EMA Nov 23, 2018
OBJECTIVE: To further develop and refine an Emergency Department (ED) in-patient admission prediction model using machine learning techniques.
Bayes Theorem Patient Admission New South Wales Logistic Models Humans Triage Machine Learning Area Under Curve Forecasting Emergency Service, Hospital Male Retrospective Studies Middle Aged Female Adolescent Aged ROC Curve Aged, 80 and over Adult
View on PubMed DOI

Dual Convolutional Neural Network Based Method for Predicting Disease-Related miRNAs.

International journal of molecular sciences Nov 23, 2018
Identification of disease-related microRNAs (disease miRNAs) is helpful for understanding and exploring the etiology and pathogenesis of diseases. Most of recent methods predict disease miRNAs by integrating the similarities and associations of miRNA...
Humans Neural Networks, Computer Algorithms Genetic Association Studies Databases, Genetic Reproducibility of Results MicroRNAs Disease Susceptibility ROC Curve Gene Regulatory Networks Genetic Predisposition to Disease
View on PubMed DOI

Detection of Breast Cancer with Mammography: Effect of an Artificial Intelligence Support System.

Radiology Nov 20, 2018
Purpose To compare breast cancer detection performance of radiologists reading mammographic examinations unaided versus supported by an artificial intelligence (AI) system. Materials and Methods An enriched retrospective, fully crossed, multireader, ...
Artificial Intelligence Female Aged Aged, 80 and over Humans Mammography Adult Breast Breast Neoplasms Radiographic Image Enhancement Middle Aged ROC Curve
View on PubMed DOI

Comparison of machine learning models for the prediction of mortality of patients with unplanned extubation in intensive care units.

Scientific reports Nov 20, 2018
Unplanned extubation (UE) can be associated with fatal outcome; however, an accurate model for predicting the mortality of UE patients in intensive care units (ICU) is lacking. Therefore, we aim to compare the performances of various machine learning...
ROC Curve Logistic Models Support Vector Machine Taiwan Aged, 80 and over Male Middle Aged Hospital Mortality APACHE Airway Extubation Glasgow Coma Scale Humans Machine Learning Intensive Care Units Female Aged
View on PubMed DOI

Deep learning architectures for prediction of nucleosome positioning from sequences data.

BMC bioinformatics Nov 20, 2018
BACKGROUND: Nucleosomes are DNA-histone complex, each wrapping about 150 pairs of double-stranded DNA. Their function is fundamental for one of the primary functions of Chromatin i.e. packing the DNA into the nucleus of the Eukaryote cells. Several b...
Nucleosomes Neural Networks, Computer Reproducibility of Results Animals Deep Learning ROC Curve Humans Base Sequence Saccharomyces cerevisiae Databases, Nucleic Acid
View on PubMed DOI
Popular Topics
Recent Journals