AIMC Topic: Machine Learning

Clear Filters Showing 23541 to 23550 of 34417 articles

An intelligent warning model for early prediction of cardiac arrest in sepsis patients.

Computer methods and programs in biomedicine Jun 11, 2019
BACKGROUND: Sepsis-associated cardiac arrest is a common issue with the low survival rate. Early prediction of cardiac arrest can provide the time required for intervening and preventing its onset in order to reduce mortality. Several studies have be...
Vital Signs Electronic Health Records Normal Distribution Female Heart Arrest Reproducibility of Results Young Adult Decision Trees Monitoring, Ambulatory APACHE Multivariate Analysis Humans Machine Learning Algorithms Adult Sensitivity and Specificity Sepsis Male Adolescent Middle Aged Incidence Severity of Illness Index Case-Control Studies
View on PubMed DOI

Enabling machine learning in X-ray-based procedures via realistic simulation of image formation.

International journal of computer assisted radiology and surgery Jun 11, 2019
PURPOSE: Machine learning-based approaches now outperform competing methods in most disciplines relevant to diagnostic radiology. Image-guided procedures, however, have not yet benefited substantially from the advent of deep learning, in particular b...
Scattering, Radiation X-Rays Models, Anatomic Neural Networks, Computer Machine Learning Algorithms Computer Simulation Image Processing, Computer-Assisted Fluoroscopy Cadaver Tomography, X-Ray Computed Imaging, Three-Dimensional Humans
View on PubMed DOI

Machine learning classifiers can predict Gleason pattern 4 prostate cancer with greater accuracy than experienced radiologists.

European radiology Jun 11, 2019
OBJECTIVE: The purpose of this study was: To test whether machine learning classifiers for transition zone (TZ) and peripheral zone (PZ) can correctly classify prostate tumors into those with/without a Gleason 4 component, and to compare the performa...
Machine Learning Retrospective Studies Sensitivity and Specificity Male Humans Neoplasm Grading Radiologists Biopsy Image Interpretation, Computer-Assisted Diffusion Magnetic Resonance Imaging Middle Aged Clinical Competence Area Under Curve Prostatic Neoplasms
View on PubMed DOI

Machine-learning based brain age estimation in major depression showing no evidence of accelerated aging.

Psychiatry research. Neuroimaging Jun 11, 2019
Molecular biological findings indicate that affective disorders are associated with processes akin to accelerated aging of the brain. The use of the BrainAGE (brain age estimation gap) framework allows machine-learning based detection of a gap betwee...
Adult Male Brain Middle Aged Aging, Premature Depressive Disorder, Major Female Magnetic Resonance Imaging Aged Case-Control Studies Statistics as Topic Humans Young Adult Pilot Projects Machine Learning
View on PubMed DOI

Using machine learning to predict one-year cardiovascular events in patients with severe dilated cardiomyopathy.

European journal of radiology Jun 11, 2019
PURPOSE: Dilated cardiomyopathy (DCM) is a common form of cardiomyopathy and it is associated with poor outcomes. A poor prognosis of DCM patients with low ejection fraction has been noted in the short-term follow-up. Machine learning (ML) could aid ...
Machine Learning Algorithms Prognosis Female Male Middle Aged Humans ROC Curve Bayes Theorem Aged Cardiomyopathy, Dilated Adult
View on PubMed DOI

Machine versus man in skin cancer diagnosis.

The Lancet. Oncology Jun 11, 2019
Male Skin Internet Humans Machine Learning Algorithms Skin Neoplasms
View on PubMed DOI

Fast and automatic assessment of fall risk by coupling machine learning algorithms with a depth camera to monitor simple balance tasks.

Journal of neuroengineering and rehabilitation Jun 11, 2019
BACKGROUND: Falls in the elderly constitute a major health issue associated to population ageing. Current clinical tests evaluating fall risk mostly consist in assessing balance abilities. The devices used for these tests can be expensive or inconven...
Wearable Electronic Devices Aged, 80 and over Postural Balance Adult Humans Exercise Therapy Male Machine Learning Accidental Falls Female Aged
View on PubMed DOI

Discriminant analysis and machine learning approach for evaluating and improving the performance of immunohistochemical algorithms for COO classification of DLBCL.

Journal of translational medicine Jun 11, 2019
BACKGROUND: Diffuse large B-cell lymphoma (DLBCL) is classified into germinal center-like (GCB) and non-germinal center-like (non-GCB) cell-of-origin groups, entities driven by different oncogenic pathways with different clinical outcomes. DLBCL clas...
Gene Expression Profiling Decision Trees Bayes Theorem Discriminant Analysis Adult Lymphoma, Large B-Cell, Diffuse Male Middle Aged Humans B-Lymphocytes Immunohistochemistry Female Germinal Center Aged Machine Learning Aged, 80 and over Algorithms
View on PubMed DOI

ProteinNet: a standardized data set for machine learning of protein structure.

BMC bioinformatics Jun 11, 2019
BACKGROUND: Rapid progress in deep learning has spurred its application to bioinformatics problems including protein structure prediction and design. In classic machine learning problems like computer vision, progress has been driven by standardized ...
Proteins Amino Acid Sequence Machine Learning Databases, Protein Reference Standards Sequence Alignment
View on PubMed DOI

Using Machine Learning Algorithms to Predict Hepatitis B Surface Antigen Seroclearance.

Computational and mathematical methods in medicine Jun 11, 2019
Hepatitis B surface antigen (HBsAg) seroclearance during treatment is associated with a better prognosis among patients with chronic hepatitis B (CHB). Significant gaps remain in our understanding on how to predict HBsAg seroclearance accurately and ...
Female Humans Male Hepatitis B Surface Antigens Decision Trees DNA, Viral Reproducibility of Results Middle Aged Machine Learning Area Under Curve Adult China Computer Simulation Regression Analysis Hepatitis B, Chronic Sensitivity and Specificity ROC Curve Prognosis
View on PubMed DOI
Popular Topics
Recent Journals