AIMC Topic: ROC Curve

Clear Filters Showing 2821 to 2830 of 3585 articles

Automatic Detection and Classification of Colorectal Polyps by Transferring Low-Level CNN Features From Nonmedical Domain.

IEEE journal of biomedical and health informatics Dec 5, 2016
Colorectal cancer (CRC) is a leading cause of cancer deaths worldwide. Although polypectomy at early stage reduces CRC incidence, 90% of the polyps are small and diminutive, where removal of them poses risks to patients that may outweigh the benefits...
Machine Learning Colonoscopy ROC Curve Colonic Polyps Image Interpretation, Computer-Assisted Humans Neural Networks, Computer
View on PubMed DOI

Serum concentration of vascular endothelial growth factor and depth of trophoblastic invasion in ampullary ectopic pregnancy.

Clinics (Sao Paulo, Brazil) Dec 1, 2016
OBJECTIVE:: To evaluate the association between the depth of trophoblastic infiltration and serum vascular endothelial growth factorconcentration in patients with an ampullary pregnancy.
Prospective Studies Fallopian Tubes Pregnancy Pregnancy, Tubal Female Trophoblasts Young Adult ROC Curve Adult Predictive Value of Tests Humans Vascular Endothelial Growth Factor A Cross-Sectional Studies Gestational Age Adolescent Statistics, Nonparametric Child
View on PubMed DOI

Boosting Docking-Based Virtual Screening with Deep Learning.

Journal of chemical information and modeling Nov 29, 2016
In this work, we propose a deep learning approach to improve docking-based virtual screening. The deep neural network that is introduced, DeepVS, uses the output of a docking program and learns how to extract relevant features from basic data such as...
Neural Networks, Computer Software Humans Algorithms Molecular Docking Simulation ROC Curve Proteins Ligands Computer-Aided Design Drug Design
View on PubMed DOI

Early Detection of Heart Failure Using Electronic Health Records: Practical Implications for Time Before Diagnosis, Data Diversity, Data Quantity, and Data Density.

Circulation. Cardiovascular quality and outcomes Nov 8, 2016
BACKGROUND: Using electronic health records data to predict events and onset of diseases is increasingly common. Relatively little is known, although, about the tradeoffs between data requirements and model utility.
Data Mining Female Case-Control Studies Humans Early Diagnosis Incidence Machine Learning Pennsylvania Time Factors Prognosis ROC Curve Electronic Health Records Logistic Models Predictive Value of Tests Area Under Curve Heart Failure Risk Factors Male Risk Assessment
View on PubMed DOI

A novel algorithm for ventricular arrhythmia classification using a fuzzy logic approach.

Australasian physical & engineering sciences in medicine Nov 4, 2016
In the present study, it has been shown that an unnecessary implantable cardioverter-defibrillator (ICD) shock is often delivered to patients with an ambiguous ECG rhythm in the overlap zone between ventricular tachycardia (VT) and ventricular fibril...
Fuzzy Logic Heart Ventricles Arrhythmias, Cardiac Databases as Topic Humans Algorithms ROC Curve Electrocardiography Tachycardia, Ventricular Ventricular Fibrillation
View on PubMed DOI

RAFP-Pred: Robust Prediction of Antifreeze Proteins Using Localized Analysis of n-Peptide Compositions.

IEEE/ACM transactions on computational biology and bioinformatics Oct 13, 2016
In extreme cold weather, living organisms produce Antifreeze Proteins (AFPs) to counter the otherwise lethal intracellular formation of ice. Structures and sequences of various AFPs exhibit a high degree of heterogeneity, consequently the prediction ...
ROC Curve Computational Biology Databases, Protein Dipeptides Machine Learning Algorithms Sequence Analysis, Protein Antifreeze Proteins
View on PubMed DOI

Individual prediction of long-term outcome in adolescents at ultra-high risk for psychosis: Applying machine learning techniques to brain imaging data.

Human brain mapping Oct 4, 2016
An important focus of studies of individuals at ultra-high risk (UHR) for psychosis has been to identify biomarkers to predict which individuals will transition to psychosis. However, the majority of individuals will prove to be resilient and go on t...
Brain Risk Factors Male Psychiatric Status Rating Scales Adolescent Humans Machine Learning Predictive Value of Tests Psychotic Disorders Neuropsychological Tests Child ROC Curve Image Processing, Computer-Assisted Magnetic Resonance Imaging
View on PubMed DOI

Using administrative data to identify U.S. Army soldiers at high-risk of perpetrating minor violent crimes.

Journal of psychiatric research Sep 30, 2016
Growing concerns exist about violent crimes perpetrated by U.S. military personnel. Although interventions exist to reduce violent crimes in high-risk populations, optimal implementation requires evidence-based targeting. The goal of the current stud...
Machine Learning Databases, Factual Female Humans Models, Theoretical Socioeconomic Factors Young Adult Regression Analysis Incidence Violence Adult Area Under Curve Military Personnel Time Factors Male ROC Curve Risk Adolescent United States
View on PubMed DOI

Sequence-Based Prediction of Protein-Carbohydrate Binding Sites Using Support Vector Machines.

Journal of chemical information and modeling Sep 22, 2016
Carbohydrate-binding proteins play significant roles in many diseases including cancer. Here, we established a machine-learning-based method (called sequence-based prediction of residue-level interaction sites of carbohydrates, SPRINT-CBH) to predict...
Proteins Databases, Protein Carbohydrates Binding Sites Carbohydrate Metabolism Molecular Docking Simulation ROC Curve Protein Binding Support Vector Machine Humans
View on PubMed DOI

Machine learning approaches to personalize early prediction of asthma exacerbations.

Annals of the New York Academy of Sciences Sep 14, 2016
Patient telemonitoring results in an aggregation of significant amounts of information about patient disease trajectory. However, the potential use of this information for early prediction of exacerbations in adult asthma patients has not been system...
Combined Modality Therapy Telemedicine Severity of Illness Index ROC Curve Decision Support Systems, Clinical Computational Biology Monitoring, Physiologic Bayes Theorem Humans Internet Models, Biological Adult Machine Learning Algorithms Self Care Precision Medicine Asthma Prognosis Disease Progression Electronic Health Records
View on PubMed DOI
Popular Topics
Recent Journals