AIMC Topic:
ROC Curve

Clear Filters Showing 1421 to 1430 of 3174 articles

Microbiome meta-analysis and cross-disease comparison enabled by the SIAMCAT machine learning toolbox.

Genome biology Mar 30, 2021
The human microbiome is increasingly mined for diagnostic and therapeutic biomarkers using machine learning (ML). However, metagenomics-specific software is scarce, and overoptimistic evaluation and limited cross-study generalization are prevailing i...
Metagenomics Confounding Factors, Epidemiologic Metagenome Gastrointestinal Microbiome Databases, Genetic Models, Statistical Meta-Analysis as Topic Workflow Crohn Disease Microbiota Machine Learning Software ROC Curve Computational Biology Humans
View on PubMed DOI

Performance of deep learning models constructed using panoramic radiographs from two hospitals to diagnose fractures of the mandibular condyle.

Dento maxillo facial radiology Mar 26, 2021
OBJECTIVE: The present study aimed to verify the classification performance of deep learning (DL) models for diagnosing fractures of the mandibular condyle on panoramic radiographs using data sets from two hospitals and to compare their internal and ...
Hospitals Deep Learning ROC Curve Radiography, Panoramic Humans Mandibular Condyle Mandibular Fractures
View on PubMed DOI

Predicting postoperative opioid use with machine learning and insurance claims in opioid-naïve patients.

American journal of surgery Mar 26, 2021
BACKGROUND: The clinical impact of postoperative opioid use requires accurate prediction strategies to identify at-risk patients. We utilize preoperative claims data to predict postoperative opioid refill and new persistent use in opioid-naïve patien...
Young Adult Adult Male Middle Aged Comorbidity ROC Curve Area Under Curve Back Pain Postoperative Period Prescription Drug Overuse Forecasting Databases, Pharmaceutical Drug Prescriptions Humans Abdominal Pain Insurance Claim Review Retrospective Studies Preoperative Period Machine Learning Analgesics, Opioid Female Arthralgia Headache Aged
View on PubMed DOI

Identification of SARS-CoV-2 viral entry inhibitors using machine learning and cell-based pseudotyped particle assay.

Bioorganic & medicinal chemistry Mar 26, 2021
In response to the pandemic caused by SARS-CoV-2, we constructed a hybrid support vector machine (SVM) classification model using a set of publicly posted SARS-CoV-2 pseudotyped particle (PP) entry assay repurposing screen data to identify novel pote...
Humans SARS-CoV-2 Microbial Sensitivity Tests ROC Curve Area Under Curve HEK293 Cells Antiviral Agents Virus Internalization Databases, Chemical Support Vector Machine Small Molecule Libraries Drug Repositioning
View on PubMed DOI

The Budapest Amyloid Predictor and Its Applications.

Biomolecules Mar 26, 2021
The amyloid state of proteins is widely studied with relevance to neurology, biochemistry, and biotechnology. In contrast with nearly amorphous aggregation, the amyloid state has a well-defined structure, consisting of parallel and antiparallel β-she...
Neural Networks, Computer Area Under Curve ROC Curve Amyloid Computational Biology
View on PubMed DOI

Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks.

Scientific reports Mar 25, 2021
With the rapid growth and increasing use of brain MRI, there is an interest in automated image classification to aid human interpretation and improve workflow. We aimed to train a deep convolutional neural network and assess its performance in identi...
Imaging, Three-Dimensional Image Interpretation, Computer-Assisted Neuroimaging Multiparametric Magnetic Resonance Imaging Neural Networks, Computer Humans Brain Deep Learning ROC Curve
View on PubMed DOI

Development and performance of CUHAS-ROBUST application for pulmonary rifampicin-resistance tuberculosis screening in Indonesia.

PloS one Mar 25, 2021
BACKGROUND AND OBJECTIVES: Diagnosis of Pulmonary Rifampicin Resistant Tuberculosis (RR-TB) with the Drug-Susceptibility Test (DST) is costly and time-consuming. Furthermore, GeneXpert for rapid diagnosis is not widely available in Indonesia. This st...
Male Mycobacterium tuberculosis Female Humans Middle Aged Logistic Models Rifampin Adult Neural Networks, Computer Antibiotics, Antitubercular Area Under Curve Sensitivity and Specificity ROC Curve Drug Resistance, Bacterial Indonesia Cross-Sectional Studies Tuberculosis
View on PubMed DOI

Using deep learning to predict temporomandibular joint disc perforation based on magnetic resonance imaging.

Scientific reports Mar 23, 2021
The goal of this study was to develop a deep learning-based algorithm to predict temporomandibular joint (TMJ) disc perforation based on the findings of magnetic resonance imaging (MRI) and to validate its performance through comparison with previous...
Magnetic Resonance Imaging Area Under Curve Odds Ratio Humans Male Temporomandibular Joint Algorithms Temporomandibular Joint Disc Deep Learning Female ROC Curve
View on PubMed DOI

Accurate diagnosis of colorectal cancer based on histopathology images using artificial intelligence.

BMC medicine Mar 23, 2021
BACKGROUND: Accurate and robust pathological image analysis for colorectal cancer (CRC) diagnosis is time-consuming and knowledge-intensive, but is essential for CRC patients' treatment. The current heavy workload of pathologists in clinics/hospitals...
Artificial Intelligence Colorectal Neoplasms Deep Learning ROC Curve Humans Neural Networks, Computer
View on PubMed DOI

Automating chest radiograph imaging quality control.

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB) Mar 23, 2021
PURPOSE: To automate diagnostic chest radiograph imaging quality control (lung inclusion at all four edges, patient rotation, and correct inspiration) using convolutional neural network models.
Humans Neural Networks, Computer ROC Curve Radiography Quality Control Radiography, Thoracic
View on PubMed DOI
Popular Topics
Recent Journals