AIMC Topic:
ROC Curve

Clear Filters Showing 2191 to 2200 of 3218 articles

Deep Learning-Based Algorithms in Screening of Diabetic Retinopathy: A Systematic Review of Diagnostic Performance.

Ophthalmology. Retina Nov 3, 2018
TOPIC: Diagnostic performance of deep learning-based algorithms in screening patients with diabetes for diabetic retinopathy (DR). The algorithms were compared with the current gold standard of classification by human specialists.
Humans Diabetic Retinopathy Deep Learning ROC Curve Mass Screening Diagnostic Techniques, Ophthalmological Neural Networks, Computer Machine Learning Algorithms
View on PubMed DOI

Automated detection of lung cancer at ultralow dose PET/CT by deep neural networks - Initial results.

Lung cancer (Amsterdam, Netherlands) Nov 3, 2018
OBJECTIVES: We evaluated whether machine learning may be helpful for the detection of lung cancer in FDG-PET imaging in the setting of ultralow dose PET scans.
Humans ROC Curve Neural Networks, Computer Lung Neoplasms Retrospective Studies Early Detection of Cancer Reproducibility of Results Positron Emission Tomography Computed Tomography
View on PubMed DOI

Generalized multifactor dimensionality reduction approaches to identification of genetic interactions underlying ordinal traits.

Genetic epidemiology Nov 2, 2018
The manifestation of complex traits is influenced by gene-gene and gene-environment interactions, and the identification of multifactor interactions is an important but challenging undertaking for genetic studies. Many complex phenotypes such as dise...
Risk Factors ROC Curve Gene Regulatory Networks Genotype Humans Phenotype Computer Simulation Probability Epistasis, Genetic Multifactor Dimensionality Reduction Quantitative Trait, Heritable Models, Genetic Principal Component Analysis Atherosclerosis Ethnicity
View on PubMed DOI

Machine-Learning Approach to Optimize SMOTE Ratio in Class Imbalance Dataset for Intrusion Detection.

Computational intelligence and neuroscience Nov 1, 2018
The KDD CUP 1999 intrusion detection dataset was introduced at the third international knowledge discovery and data mining tools competition, and it has been widely used for many studies. The attack types of KDD CUP 1999 dataset are divided into four...
Humans Computer Simulation Machine Learning ROC Curve Algorithms Data Mining Classification
View on PubMed DOI

EEG may serve as a biomarker in Huntington's disease using machine learning automatic classification.

Scientific reports Oct 31, 2018
Reliable markers measuring disease progression in Huntington's disease (HD), before and after disease manifestation, may guide a therapy aimed at slowing or halting disease progression. Quantitative electroencephalography (qEEG) may provide a quantif...
Machine Learning Huntington Disease Biomarkers Humans Female Middle Aged Male Case-Control Studies ROC Curve Electroencephalography
View on PubMed DOI

A neural network based model effectively predicts enhancers from clinical ATAC-seq samples.

Scientific reports Oct 30, 2018
Enhancers are cis-acting sequences that regulate transcription rates of their target genes in a cell-specific manner and harbor disease-associated sequence variants in cognate cell types. Many complex diseases are associated with enhancer malfunction...
Computational Biology Sequence Analysis, DNA Cell Line High-Throughput Nucleotide Sequencing Sensitivity and Specificity Binding Sites Humans Gene Expression Profiling Neural Networks, Computer Transcriptome Enhancer Elements, Genetic ROC Curve Transposases
View on PubMed DOI

Pathogen Identification Direct From Polymicrobial Specimens Using Membrane Glycolipids.

Scientific reports Oct 26, 2018
With the increased prevalence of multidrug-resistant Gram-negative bacteria, the use of colistin and other last-line antimicrobials is being revisited clinically. As a result, there has been an emergence of colistin-resistant bacterial species, inclu...
Anti-Bacterial Agents Databases, Factual Drug Resistance, Multiple, Bacterial ROC Curve Humans Machine Learning Colistin Glycolipids Klebsiella pneumoniae Mass Spectrometry Area Under Curve Acinetobacter baumannii
View on PubMed DOI

Automatic detection of erosions and ulcerations in wireless capsule endoscopy images based on a deep convolutional neural network.

Gastrointestinal endoscopy Oct 25, 2018
BACKGROUND AND AIMS: Although erosions and ulcerations are the most common small-bowel abnormalities found on wireless capsule endoscopy (WCE), a computer-aided detection method has not been established. We aimed to develop an artificial intelligence...
Ileal Diseases Adult Inflammatory Bowel Diseases Intestine, Small Ulcer Pattern Recognition, Automated Humans Sensitivity and Specificity Deep Learning Jejunal Diseases Capsule Endoscopy Peptic Ulcer ROC Curve Duodenal Ulcer Female Anti-Inflammatory Agents, Non-Steroidal Aged Area Under Curve Aged, 80 and over Neural Networks, Computer Software Male Middle Aged
View on PubMed DOI

DeepFocus: Detection of out-of-focus regions in whole slide digital images using deep learning.

PloS one Oct 25, 2018
The development of whole slide scanners has revolutionized the field of digital pathology. Unfortunately, whole slide scanners often produce images with out-of-focus/blurry areas that limit the amount of tissue available for a pathologist to make acc...
ROC Curve Image Processing, Computer-Assisted Area Under Curve Neural Networks, Computer Algorithms Deep Learning
View on PubMed DOI

Novel computer-assisted diagnosis system for endoscopic disease activity in patients with ulcerative colitis.

Gastrointestinal endoscopy Oct 24, 2018
BACKGROUND AND AIMS: Evaluation of endoscopic disease activity for patients with ulcerative colitis (UC) is important when determining the treatment of choice. However, endoscopists require a certain period of training to evaluate the activity of inf...
Area Under Curve Male Middle Aged Colonoscopy Diagnosis, Computer-Assisted Humans Adolescent ROC Curve Aged Colitis, Ulcerative Neural Networks, Computer Aged, 80 and over Intestinal Mucosa Algorithms Young Adult Female Adult
View on PubMed DOI
Popular Topics
Recent Journals