AIMC Topic:
Databases, Factual

Clear Filters Showing 2261 to 2270 of 2957 articles

Accurate classification of brain gliomas by discriminate dictionary learning based on projective dictionary pair learning of proton magnetic resonance spectra.

Magnetic resonance in chemistry : MRC Oct 11, 2016
Proton magnetic resonance spectroscopy is a powerful noninvasive technique that complements the structural images of cMRI, which aids biomedical and clinical researches, by identifying and visualizing the compositions of various metabolites within th...
Databases, Factual Brain Neoplasms Glioma Signal-To-Noise Ratio Proton Magnetic Resonance Spectroscopy Humans Machine Learning Algorithms
View on PubMed DOI

Multi-parameter machine learning approach to the neuroanatomical basis of developmental dyslexia.

Human brain mapping Oct 6, 2016
Despite decades of research, the anatomical abnormalities associated with developmental dyslexia are still not fully described. Studies have focused on between-group comparisons in which different neuroanatomical measures were generally explored in i...
Germany France Cerebral Cortex Functional Laterality Child Male Magnetic Resonance Imaging Poland Brain Mapping Adolescent Area Under Curve Humans Dyslexia Machine Learning Databases, Factual Algorithms Female
View on PubMed DOI

Prediction of anti-cancer drug response by kernelized multi-task learning.

Artificial intelligence in medicine Oct 3, 2016
MOTIVATION: Chemotherapy or targeted therapy are two of the main treatment options for many types of cancer. Due to the heterogeneous nature of cancer, the success of the therapeutic agents differs among patients. In this sense, determination of chem...
Humans Drug Resistance, Neoplasm Computer Simulation Neoplasms Machine Learning Antineoplastic Agents Cell Line, Tumor Algorithms Forecasting Databases, Factual
View on PubMed DOI

Diagnosis of Alzheimer's Disease Using View-Aligned Hypergraph Learning with Incomplete Multi-modality Data.

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention Oct 2, 2016
Effectively utilizing incomplete multi-modality data for diagnosis of Alzheimer's disease (AD) is still an area of active research. Several multi-view learning methods have recently been developed to deal with missing data, with each view correspondi...
Machine Learning Algorithms Databases, Factual Reproducibility of Results Humans Multimodal Imaging Area Under Curve Alzheimer Disease Positron-Emission Tomography Sensitivity and Specificity Disease Progression Cognitive Dysfunction 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...
Adolescent Incidence Military Personnel Time Factors Female Risk ROC Curve Young Adult Violence Adult Socioeconomic Factors United States Humans Male Regression Analysis Models, Theoretical Machine Learning Area Under Curve Databases, Factual
View on PubMed DOI

Parkinson's disease classification using gait analysis via deterministic learning.

Neuroscience letters Sep 28, 2016
Gait analysis plays an important role in maintaining the well-being of human mobility and health care, and is a valuable tool for obtaining quantitative information on motor deficits in Parkinson's disease (PD). In this paper, we propose a method to ...
Humans Case-Control Studies Neural Networks, Computer Parkinson Disease Machine Learning Gait Databases, Factual
View on PubMed DOI

A Realistic Seizure Prediction Study Based on Multiclass SVM.

International journal of neural systems Sep 23, 2016
A patient-specific algorithm, for epileptic seizure prediction, based on multiclass support-vector machines (SVM) and using multi-channel high-dimensional feature sets, is presented. The feature sets, combined with multiclass classification and post-...
Middle Aged Humans Adolescent Databases, Factual Child, Preschool Prospective Studies Child Prognosis Brain Young Adult Seizures Female Precision Medicine Support Vector Machine Adult Aged Sensitivity and Specificity Europe Male Electroencephalography Epilepsy
View on PubMed DOI

Predicting symptom severity in autism spectrum disorder based on cortical thickness measures in agglomerative data.

NeuroImage Sep 22, 2016
Machine learning approaches have been widely used for the identification of neuropathology from neuroimaging data. However, these approaches require large samples and suffer from the challenges associated with multi-site, multi-protocol data. We prop...
Female Young Adult Adult Male Adolescent Child Magnetic Resonance Imaging Middle Aged Severity of Illness Index Machine Learning Databases, Factual Autism Spectrum Disorder Cerebral Cortex Prognosis Humans
View on PubMed DOI

A knowledge-based expert rule system for predicting mutagenicity (Ames test) of aromatic amines and azo compounds.

Toxicology Sep 16, 2016
Cancer is one of the main causes of death in Western countries, and a major issue for human health. Prolonged exposure to a number of chemicals was observed to be one of the primary causes of cancer in occupationally exposed persons. Thus, the develo...
Amines Knowledge Bases Humans Azo Compounds Databases, Factual Mutagens Models, Theoretical Mutagenicity Tests Molecular Structure
View on PubMed DOI

Predictive time-series modeling using artificial neural networks for Linac beam symmetry: an empirical study.

Annals of the New York Academy of Sciences Sep 14, 2016
Over half of cancer patients receive radiotherapy (RT) as partial or full cancer treatment. Daily quality assurance (QA) of RT in cancer treatment closely monitors the performance of the medical linear accelerator (Linac) and is critical for continuo...
Radiosurgery Empirical Research In Vivo Dosimetry Reproducibility of Results Neoplasms Computational Biology Longitudinal Studies Neural Networks, Computer Kinetics Machine Learning Models, Biological Humans Forecasting Regression Analysis Quality Assurance, Health Care Databases, Factual Bayes Theorem
View on PubMed DOI
Popular Topics
Recent Journals