AIMC Topic: Humans

Showing 65681 to 65690 of 95995 articles
Clear Filters

Health Care in 2030: Will Artificial Intelligence Replace Physicians?

Annals of internal medicine Feb 26, 2019
Physician's Role Artificial Intelligence Forecasting Humans Primary Health Care
View on PubMed DOI

Mechanism of glucocerebrosidase activation and dysfunction in Gaucher disease unraveled by molecular dynamics and deep learning.

Proceedings of the National Academy of Sciences of the United States of America Feb 26, 2019
The lysosomal enzyme glucocerebrosidase-1 (GCase) catalyzes the cleavage of a major glycolipid glucosylceramide into glucose and ceramide. The absence of fully functional GCase leads to the accumulation of its lipid substrates in lysosomes, causing G...
Saposins Mutant Proteins Glucosylceramidase Humans Hydrogen Bonding Gaucher Disease Deep Learning Molecular Dynamics Simulation Enzyme Activation Protein Interaction Maps Catalytic Domain Protein Structure, Secondary
View on PubMed DOI

Prediction of apoptosis protein subcellular localization via heterogeneous features and hierarchical extreme learning machine.

SAR and QSAR in environmental research Feb 26, 2019
Apoptosis is a fundamental process controlling normal tissue homeostasis by regulating a balance between cell proliferation and death. Predicting the subcellular location of apoptosis proteins is very helpful for understanding the mechanism of progra...
Support Vector Machine Amino Acids Quantitative Structure-Activity Relationship Apoptosis Regulatory Proteins Position-Specific Scoring Matrices Humans Deep Learning
View on PubMed DOI

Deep learning in head & neck cancer outcome prediction.

Scientific reports Feb 26, 2019
Traditional radiomics involves the extraction of quantitative texture features from medical images in an attempt to determine correlations with clinical endpoints. We hypothesize that convolutional neural networks (CNNs) could enhance the performance...
Head and Neck Neoplasms Area Under Curve Tomography, X-Ray Computed Humans Deep Learning ROC Curve
View on PubMed DOI

A Novel Hybrid Feature Extraction Model for Classification on Pulmonary Nodules.

Asian Pacific journal of cancer prevention : APJCP Feb 26, 2019
In this paper an improved Computer Aided Design system can offer a second opinion to radiologists on early diagnosis of pulmonary nodules on CT (Computer Tomography) images. A Deep Convolutional Neural Network (DCNN) method is used for feature extrac...
Humans Diagnosis, Computer-Assisted Lung Neoplasms Support Vector Machine Neural Networks, Computer Machine Learning Early Detection of Cancer Algorithms Decision Trees Prognosis Radiographic Image Interpretation, Computer-Assisted Tomography, X-Ray Computed
View on PubMed DOI

Non-invasive machine learning estimation of effort differentiates sleep-disordered breathing pathology.

Physiological measurement Feb 26, 2019
OBJECTIVE: Obstructive sleep-disordered breathing (SDB) events, unlike central events, are associated with increased respiratory effort. Esophageal pressure (P ) monitoring is the gold standard for measuring respiratory effort, but it is typically po...
Machine Learning Software Databases, Factual Signal Processing, Computer-Assisted Humans Sleep Apnea Syndromes Female Polysomnography Adult Male
View on PubMed DOI

Arabic Sentiment Classification Using Convolutional Neural Network and Differential Evolution Algorithm.

Computational intelligence and neuroscience Feb 26, 2019
In recent years, convolutional neural network (CNN) has attracted considerable attention since its impressive performance in various applications, such as Arabic sentence classification. However, building a powerful CNN for Arabic sentiment classific...
Reproducibility of Results Neurons Algorithms Humans Computer Simulation Neural Networks, Computer Language
View on PubMed DOI

A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging.

IEEE transactions on medical imaging Feb 25, 2019
Current clinical practice relies on clinical history to determine the time since stroke (TSS) onset. Imaging-based determination of acute stroke onset time could provide critical information to clinicians in deciding stroke treatment options, such as...
Stroke Brain Ischemia Brain Deep Learning Humans Magnetic Resonance Imaging Algorithms
View on PubMed DOI

Detection of mild cognitive impairment in a community-dwelling population using quantitative, multiparametric MRI-based classification.

Human brain mapping Feb 25, 2019
Early and accurate mild cognitive impairment (MCI) detection within a heterogeneous, nonclinical population is needed to improve care for persons at risk of developing dementia. Magnetic resonance imaging (MRI)-based classification may aid early diag...
Multiparametric Magnetic Resonance Imaging Diffusion Tensor Imaging Independent Living Aged, 80 and over Male Middle Aged Cognitive Dysfunction Models, Theoretical Alzheimer Disease Retrospective Studies Female Aged Humans Machine Learning
View on PubMed DOI

DeepCEST: 9.4 T Chemical exchange saturation transfer MRI contrast predicted from 3 T data - a proof of concept study.

Magnetic resonance in medicine Feb 25, 2019
PURPOSE: To determine the feasibility of employing the prior knowledge of well-separated chemical exchange saturation transfer (CEST) signals in the 9.4 T Z-spectrum to separate overlapping CEST signals acquired at 3 T, using a deep learning approach...
Humans Neural Networks, Computer Contrast Media Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Brain Brain Neoplasms Imaging, Three-Dimensional Proof of Concept Study
View on PubMed DOI
Popular Topics
Recent Journals