AIMC Topic: Area Under Curve

Clear Filters Showing 791 to 800 of 1194 articles

A New Approach for Advertising CTR Prediction Based on Deep Neural Network via Attention Mechanism.

Computational and mathematical methods in medicine Sep 13, 2018
Click-through rate prediction is critical in Internet advertising and affects web publisher's profits and advertiser's payment. The traditional method of obtaining features using feature extraction did not consider the sparseness of advertising data ...
Humans Attention Neural Networks, Computer Informatics Machine Learning Reproducibility of Results Advertising Models, Statistical Algorithms Area Under Curve Internet
View on PubMed DOI

Identifying health information technology related safety event reports from patient safety event report databases.

Journal of biomedical informatics Sep 10, 2018
OBJECTIVE: The objective of this paper was to identify health information technology (HIT) related events from patient safety event (PSE) report free-text descriptions. A difference-based scoring approach was used to prioritize and select model featu...
Research Report Medical Informatics Adverse Drug Reaction Reporting Systems Pennsylvania Patient Safety Databases, Factual Support Vector Machine Models, Statistical Regression Analysis Area Under Curve Data Mining Data Collection Humans Algorithms
View on PubMed DOI

Machine learning approaches in GIS-based ecological modeling of the sand fly Phlebotomus papatasi, a vector of zoonotic cutaneous leishmaniasis in Golestan province, Iran.

Acta tropica Sep 7, 2018
The distribution and abundance of Phlebotomus papatasi, the primary vector of zoonotic cutaneous leishmaniasis in most semi-/arid countries, is a major public health challenge. This study compares several approaches to model the spatial distribution ...
Machine Learning Animals Ecosystem Geographic Information Systems Insect Vectors Phlebotomus Leishmaniasis, Cutaneous Area Under Curve Iran Environment
View on PubMed DOI

Multiparametric ultrasomics of significant liver fibrosis: A machine learning-based analysis.

European radiology Sep 3, 2018
OBJECTIVE: To assess significant liver fibrosis by multiparametric ultrasomics data using machine learning.
Humans Neural Networks, Computer Machine Learning ROC Curve Logistic Models Algorithms Liver Cirrhosis Adult Decision Support Techniques Decision Trees Support Vector Machine Male Prospective Studies Area Under Curve Middle Aged Female Hepatitis B, Chronic Ultrasonography
View on PubMed DOI

Performance of the deep convolutional neural network based magnetic resonance image scoring algorithm for differentiating between tuberculous and pyogenic spondylitis.

Scientific reports Sep 3, 2018
The purpose of this study was to evaluate the performance of the deep convolutional neural network (DCNN) in differentiating between tuberculous and pyogenic spondylitis on magnetic resonance (MR) imaging, compared to the performance of three skilled...
Aged Adult Male Humans Spine ROC Curve Image Interpretation, Computer-Assisted Neural Networks, Computer Middle Aged Supervised Machine Learning Spondylitis Magnetic Resonance Imaging Algorithms Tuberculosis, Osteoarticular Diagnosis, Differential Retrospective Studies Area Under Curve Female
View on PubMed DOI

Methodological variations in lagged regression for detecting physiologic drug effects in EHR data.

Journal of biomedical informatics Aug 30, 2018
We studied how lagged linear regression can be used to detect the physiologic effects of drugs from data in the electronic health record (EHR). We systematically examined the effect of methodological variations ((i) time series construction, (ii) tem...
Electronic Health Records Academic Medical Centers Reproducibility of Results Regression Analysis New York City Linear Models Time Factors Humans Drug Therapy Area Under Curve ROC Curve Machine Learning Pharmaceutical Preparations Databases, Factual Data Collection
View on PubMed DOI

An Efficient Feature Selection Strategy Based on Multiple Support Vector Machine Technology with Gene Expression Data.

BioMed research international Aug 30, 2018
The application of gene expression data to the diagnosis and classification of cancer has become a hot issue in the field of cancer classification. Gene expression data usually contains a large number of tumor-free data and has the characteristics of...
Gene Expression Humans Algorithms Gene Expression Profiling Support Vector Machine Area Under Curve
View on PubMed DOI

A deep convolutional neural network approach for astrocyte detection.

Scientific reports Aug 27, 2018
Astrocytes are involved in various brain pathologies including trauma, stroke, neurodegenerative disorders such as Alzheimer's and Parkinson's diseases, or chronic pain. Determining cell density in a complex tissue environment in microscopy images an...
Models, Biological Image Processing, Computer-Assisted Rats Area Under Curve Astrocytes Neural Networks, Computer Machine Learning Software Animals Humans
View on PubMed DOI

Convolutional Neural Network Using a Breast MRI Tumor Dataset Can Predict Oncotype Dx Recurrence Score.

Journal of magnetic resonance imaging : JMRI Aug 21, 2018
BACKGROUND: Oncotype Dx is a validated genetic analysis that provides a recurrence score (RS) to quantitatively predict outcomes in patients who meet the criteria of estrogen receptor positive / human epidermal growth factor receptor-2 negative (ER+/...
Carcinoma, Ductal, Breast Reproducibility of Results Estrogen Receptor alpha Aged Magnetic Resonance Imaging Neural Networks, Computer Adult Humans Area Under Curve Algorithms Breast Neoplasms Neoplasm Recurrence, Local Retrospective Studies Imaging, Three-Dimensional Receptor, ErbB-2 Female Image Processing, Computer-Assisted Middle Aged Treatment Outcome ROC Curve
View on PubMed DOI

Endoscopic Diagnostic Support System for cT1b Colorectal Cancer Using Deep Learning.

Oncology Aug 21, 2018
OBJECTIVE: This study aimed to use convolutional neural network (CNN), a deep learning software, to assist in cT1b diagnosis.
Humans Neural Networks, Computer Machine Learning Colorectal Neoplasms Deep Learning ROC Curve Decision Support Systems, Clinical Area Under Curve Neoplasm Staging Colposcopy
View on PubMed DOI
Popular Topics
Recent Journals