AI Medical Compendium Topic:
Models, Statistical

Clear Filters Showing 591 to 600 of 1239 articles

Measurement of physical activity in clinical practice using accelerometers.

Journal of internal medicine Apr 16, 2019
Accelerometers are commonly used in clinical and epidemiological research for more detailed measures of physical activity and to target the limitations of self-report methods. Sensors are attached at the hip, wrist and thigh, and the acceleration dat...
Models, Statistical Accelerometry Humans Machine Learning Exercise
View on PubMed DOI

Machine Learning to Build and Validate a Model for Radiation Pneumonitis Prediction in Patients with Non-Small Cell Lung Cancer.

Clinical cancer research : an official journal of the American Association for Cancer Research Apr 16, 2019
PURPOSE: Radiation pneumonitis is an important adverse event in patients with non-small cell lung cancer (NSCLC) receiving thoracic radiotherapy. However, the risk of radiation pneumonitis grade ≥ 2 (RP2) has not been well predicted. This study hypot...
Cytokines Models, Statistical Prospective Studies Radiotherapy Radiation Pneumonitis Female Lung Neoplasms Aged Nomograms Biomarkers, Tumor Carcinoma, Non-Small-Cell Lung Humans Male Machine Learning Middle Aged ROC Curve
View on PubMed DOI

Estimating the Population Average Treatment Effect in Observational Studies with Choice-Based Sampling.

The international journal of biostatistics Apr 16, 2019
We consider causal inference in observational studies with choice-based sampling, in which subject enrollment is stratified on treatment choice. Choice-based sampling has been considered mainly in the econometrics literature, but it can be useful for...
Machine Learning Computer Simulation Observational Studies as Topic Models, Statistical Sample Size Data Interpretation, Statistical Likelihood Functions Humans
View on PubMed DOI

A directed learning strategy integrating multiple omic data improves genomic prediction.

Plant biotechnology journal Apr 14, 2019
Genomic prediction (GP) aims to construct a statistical model for predicting phenotypes using genome-wide markers and is a promising strategy for accelerating molecular plant breeding. However, current progress of phenotype prediction using genomic d...
Transcriptome Genomics Polymorphism, Single Nucleotide Models, Genetic Phenotype Genetic Markers Supervised Machine Learning Quantitative Trait Loci Models, Statistical Metabolome Oryza
View on PubMed DOI

Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms.

Computer methods and programs in biomedicine Apr 10, 2019
OBJECTIVE: A colon microarray data is a repository of thousands of gene expressions with different strengths for each cancer cell. It is necessary to detect which genes are responsible for cancer growth. This study presents an exhaustive comparative ...
Area Under Curve Bayes Theorem Humans Discriminant Analysis Neural Networks, Computer Colonic Neoplasms Machine Learning Risk Sensitivity and Specificity Normal Distribution Support Vector Machine Oncogenes Models, Statistical Colon Tissue Array Analysis Regression Analysis Gene Expression Profiling Decision Trees Logistic Models
View on PubMed DOI

Forecasting future Humphrey Visual Fields using deep learning.

PloS one Apr 5, 2019
PURPOSE: To determine if deep learning networks could be trained to forecast future 24-2 Humphrey Visual Fields (HVFs).
Adult Linear Models Male Visual Field Tests Forecasting Middle Aged Databases, Factual Humans Disease Progression Female Spatio-Temporal Analysis Glaucoma Aged Deep Learning Algorithms Models, Statistical Visual Fields
View on PubMed DOI

MRCNN: a deep learning model for regression of genome-wide DNA methylation.

BMC genomics Apr 4, 2019
BACKGROUND: Determination of genome-wide DNA methylation is significant for both basic research and drug development. As a key epigenetic modification, this biochemical process can modulate gene expression to influence the cell differentiation which ...
Epigenesis, Genetic Sequence Analysis, DNA DNA Methylation Models, Statistical Algorithms Deep Learning Genomics Regression Analysis CpG Islands Genome, Human Humans
View on PubMed DOI

A deep learning- and partial least square regression-based model observer for a low-contrast lesion detection task in CT.

Medical physics Apr 1, 2019
PURPOSE: This work aims to develop a new framework of image quality assessment using deep learning-based model observer (DL-MO) and to validate it in a low-contrast lesion detection task that involves CT images with patient anatomical background.
Neural Networks, Computer Algorithms Retrospective Studies Tomography, X-Ray Computed Humans Least-Squares Analysis Radiotherapy Planning, Computer-Assisted Observer Variation Radiotherapy Dosage Deep Learning Liver Neoplasms Image Processing, Computer-Assisted Models, Statistical
View on PubMed DOI

Adaptive multi-view multi-label learning for identifying disease-associated candidate miRNAs.

PLoS computational biology Apr 1, 2019
Increasing evidence has indicated that microRNAs(miRNAs) play vital roles in various pathological processes and thus are closely related with many complex human diseases. The identification of potential disease-related miRNAs offers new opportunities...
MicroRNAs Models, Statistical Machine Learning Algorithms Biomarkers, Tumor Thyroid Neoplasms Genetic Predisposition to Disease Genetic Association Studies Computational Biology Models, Genetic Humans
View on PubMed DOI

Comparison between random forest and gradient boosting machine methods for predicting Listeria spp. prevalence in the environment of pastured poultry farms.

Food research international (Ottawa, Ont.) Mar 28, 2019
Foodborne pathogens such as Listeria spp. contain the ability to survive and multiply in poultry farming environments, which provides a route of contamination for poultry processing environments and final poultry products. An understanding of the eff...
Animals Models, Statistical Prevalence Machine Learning Decision Trees Feces Poultry Products Chickens Listeria
View on PubMed DOI
Popular Topics
Recent Journals