AIMC Topic: ROC Curve

Clear Filters Showing 2871 to 2880 of 3585 articles

A novel approach for analysis of altered gait variability in amyotrophic lateral sclerosis.

Medical & biological engineering & computing Oct 30, 2015
Gait variability reflects important information for the maintenance of human beings' health. For pathological populations, changes in gait variability signal the presence of abnormal motor control strategies. Quantitative analysis of the altered gait...
Middle Aged Case-Control Studies ROC Curve Support Vector Machine Female Aged Adult Male Gait Disorders, Neurologic Monitoring, Physiologic Amyotrophic Lateral Sclerosis Gait Entropy Humans
View on PubMed DOI

DisPredict: A Predictor of Disordered Protein Using Optimized RBF Kernel.

PloS one Oct 30, 2015
Intrinsically disordered proteins or, regions perform important biological functions through their dynamic conformations during binding. Thus accurate identification of these disordered regions have significant implications in proper annotation of fu...
Algorithms ROC Curve Support Vector Machine Area Under Curve Amino Acid Sequence Probability Datasets as Topic Intrinsically Disordered Proteins Crystallography, X-Ray Protein Structure, Secondary
View on PubMed DOI

Neural hypernetwork approach for pulmonary embolism diagnosis.

BMC research notes Oct 29, 2015
BACKGROUND: Hypernetworks are based on topological simplicial complexes and generalize the concept of two-body relation to many-body relation. Furthermore, Hypernetworks provide a significant generalization of network theory, enabling the integration...
Humans Neural Networks, Computer Machine Learning Survival Analysis Female Lung Aged Ultrasonography Male ROC Curve Middle Aged Pulmonary Embolism
View on PubMed DOI

Optimal classification for the diagnosis of duchenne muscular dystrophy images using support vector machines.

International journal of computer assisted radiology and surgery Oct 17, 2015
BACKGROUND: This study aimed to investigate the optimal support vector machines (SVM)-based classifier of duchenne muscular dystrophy (DMD) magnetic resonance imaging (MRI) images.
Humans Male Child ROC Curve Support Vector Machine Magnetic Resonance Imaging Muscular Dystrophy, Duchenne
View on PubMed DOI

A semi-supervised Support Vector Machine model for predicting the language outcomes following cochlear implantation based on pre-implant brain fMRI imaging.

Brain and behavior Oct 12, 2015
INTRODUCTION: We developed a machine learning model to predict whether or not a cochlear implant (CI) candidate will develop effective language skills within 2 years after the CI surgery by using the pre-implant brain fMRI data from the candidate.
Humans Image Interpretation, Computer-Assisted Brain Cochlear Implantation Prognosis Hearing Loss, Sensorineural Language Tests Child, Preschool Magnetic Resonance Imaging ROC Curve Models, Neurological Treatment Outcome Hypnotics and Sedatives Support Vector Machine Area Under Curve Language Female Male Infant
View on PubMed DOI

Prediction of psychosis using neural oscillations and machine learning in neuroleptic-naïve at-risk patients.

The world journal of biological psychiatry : the official journal of the World Federation of Societies of Biological Psychiatry Oct 9, 2015
OBJECTIVES: This study investigates whether abnormal neural oscillations, which have been shown to precede the onset of frank psychosis, could be used towards the individualised prediction of psychosis in clinical high-risk patients.
Young Adult Adult Male Psychiatric Status Rating Scales Humans Machine Learning Algorithms Female Psychotic Disorders Multivariate Analysis Schizophrenic Psychology Temporal Lobe Adolescent ROC Curve Electroencephalography Schizophrenia
View on PubMed DOI

Hybrid RGSA and Support Vector Machine Framework for Three-Dimensional Magnetic Resonance Brain Tumor Classification.

TheScientificWorldJournal Oct 4, 2015
A novel hybrid approach for the identification of brain regions using magnetic resonance images accountable for brain tumor is presented in this paper. Classification of medical images is substantial in both clinical and research areas. Magnetic reso...
Imaging, Three-Dimensional Support Vector Machine Magnetic Resonance Imaging Entropy Brain Neoplasms Humans Computer-Aided Design Algorithms Computer Systems ROC Curve
View on PubMed DOI

Computer-Aided Diagnosis of Parkinson's Disease Using Enhanced Probabilistic Neural Network.

Journal of medical systems Sep 29, 2015
Early and accurate diagnosis of Parkinson's disease (PD) remains challenging. Neuropathological studies using brain bank specimens have estimated that a large percentages of clinical diagnoses of PD may be incorrect especially in the early stages. In...
False Positive Reactions Physical Examination ROC Curve Support Vector Machine Humans Parkinson Disease Neural Networks, Computer Diagnosis, Differential Algorithms Diagnosis, Computer-Assisted
View on PubMed DOI

Genome-wide prediction of prokaryotic two-component system networks using a sequence-based meta-predictor.

BMC bioinformatics Sep 18, 2015
BACKGROUND: Two component systems (TCS) are signalling complexes manifested by a histidine kinase (receptor) and a response regulator (effector). They are the most abundant signalling pathways in prokaryotes and control a wide range of biological pro...
Bacteria Support Vector Machine Area Under Curve Bacterial Proteins Protein Kinases Genome, Bacterial Histidine Kinase ROC Curve Protein Interaction Maps
View on PubMed DOI

Prognostic value of preoperative N-terminal pro-brain natriuretic peptide in non-cardiac surgery of elderly patients with normal left ventricular systolic function.

Geriatrics & gerontology international Sep 3, 2015
AIM: We investigated the prognostic value of preoperative N-terminal pro-brain natriuretic peptide (NT-proBNP) in non-cardiac surgery in elderly patients who showed normal left ventricular function on preoperative echocardiography.
Preoperative Care Surgical Procedures, Operative Ventricular Function, Left Aged Natriuretic Peptide, Brain Echocardiography Humans Cohort Studies Aged, 80 and over Multivariate Analysis Biomarkers Risk Assessment ROC Curve Male Odds Ratio Prognosis Postoperative Complications Predictive Value of Tests Cardiovascular Diseases Female Ventricular Dysfunction, Left
View on PubMed DOI
Popular Topics
Recent Journals