AIMC Topic: ROC Curve

Clear Filters Showing 1331 to 1340 of 3402 articles

Optical coherence tomography for identification of malignant pulmonary nodules based on random forest machine learning algorithm.

PloS one Dec 31, 2021
OBJECTIVE: To explore the feasibility of using random forest (RF) machine learning algorithm in assessing normal and malignant peripheral pulmonary nodules based on in vivo endobronchial optical coherence tomography (EB-OCT).
Tomography, Optical Coherence ROC Curve Image Processing, Computer-Assisted Machine Learning Humans Inflammation Algorithms Multiple Pulmonary Nodules Tomography, X-Ray Computed Adult Aged Female Male Aged, 80 and over Middle Aged
View on PubMed DOI

A highly accurate delta check method using deep learning for detection of sample mix-up in the clinical laboratory.

Clinical chemistry and laboratory medicine Dec 29, 2021
OBJECTIVES: Delta check (DC) is widely used for detecting sample mix-up. Owing to the inadequate error detection and high false-positive rate, the implementation of DC in real-world settings is labor-intensive and rarely capable of absolute detection...
Deep Learning ROC Curve Laboratories, Clinical Humans Machine Learning Algorithms
View on PubMed DOI

Data Homogeneity Effect in Deep Learning-Based Prediction of Type 1 Diabetic Retinopathy.

Journal of diabetes research Dec 28, 2021
This study is aimed at evaluating a deep transfer learning-based model for identifying diabetic retinopathy (DR) that was trained using a dataset with high variability and predominant type 2 diabetes (T2D) and comparing model performance with that in...
Humans Diabetes Mellitus, Type 1 Diabetic Retinopathy Taiwan Deep Learning Area Under Curve ROC Curve
View on PubMed DOI

FDA-regulated AI Algorithms: Trends, Strengths, and Gaps of Validation Studies.

Academic radiology Dec 27, 2021
RATIONALE AND OBJECTIVES: To assess key trends, strengths, and gaps in validation studies of the Food and Drug Administration (FDA)-regulated imaging-based artificial intelligence/machine learning (AI/ML) algorithms.
United States Food and Drug Administration Artificial Intelligence Algorithms Machine Learning Humans ROC Curve United States
View on PubMed DOI

Development of a prediction score for in-hospital mortality in COVID-19 patients with acute kidney injury: a machine learning approach.

Scientific reports Dec 24, 2021
Acute kidney injury (AKI) is frequently associated with COVID-19 and it is considered an indicator of disease severity. This study aimed to develop a prognostic score for predicting in-hospital mortality in COVID-19 patients with AKI (AKI-COV score)....
Machine Learning COVID-19 Prospective Studies Acute Kidney Injury Risk Factors Aged Male Female SARS-CoV-2 Humans Area Under Curve Registries Middle Aged Comorbidity Hospital Mortality ROC Curve
View on PubMed DOI

Weakly-supervised deep learning for ultrasound diagnosis of breast cancer.

Scientific reports Dec 21, 2021
Conventional deep learning (DL) algorithm requires full supervision of annotating the region of interest (ROI) that is laborious and often biased. We aimed to develop a weakly-supervised DL algorithm that diagnosis breast cancer at ultrasound without...
Image Interpretation, Computer-Assisted Follow-Up Studies Diagnosis, Differential Ultrasonography, Mammary Breast Case-Control Studies Deep Learning Adolescent ROC Curve Prognosis Retrospective Studies Female Aged Adult Breast Neoplasms Middle Aged Aged, 80 and over Young Adult Humans Neural Networks, Computer Algorithms
View on PubMed DOI

Predicting surgical outcomes for chronic exertional compartment syndrome using a machine learning framework with embedded trust by interrogation strategies.

Scientific reports Dec 20, 2021
Chronic exertional compartment syndrome (CECS) is a condition occurring most frequently in the lower limbs and often requires corrective surgery to alleviate symptoms. Amongst military personnel, the success rates of this surgery can be as low as 20%...
Time Factors ROC Curve Treatment Outcome Support Vector Machine Male Middle Aged Exercise Surveys and Questionnaires Linear Models Leg Fasciotomy Return to Work Chronic Exertional Compartment Syndrome Lower Extremity Models, Statistical Area Under Curve Military Personnel Humans Machine Learning Prognosis Young Adult Adult Sensitivity and Specificity Female Reproducibility of Results
View on PubMed DOI

A stroke detection and discrimination framework using broadband microwave scattering on stochastic models with deep learning.

Scientific reports Dec 20, 2021
Stroke poses an immense public health burden and remains among the primary causes of death and disability worldwide. Emergent therapy is often precluded by late or indeterminate times of onset before initial clinical presentation. Rapid, mobile, safe...
ROC Curve Area Under Curve Head Microwaves Normal Distribution Electromagnetic Fields Hemorrhagic Stroke Computer Simulation Humans Stochastic Processes Reproducibility of Results Neural Networks, Computer Scattering, Radiation Diagnosis, Computer-Assisted Algorithms Deep Learning Brain
View on PubMed DOI

Comparative Analysis of Deepfake Image Detection Method Using Convolutional Neural Network.

Computational intelligence and neuroscience Dec 16, 2021
Generation Z is a data-driven generation. Everyone has the entirety of humanity's knowledge in their hands. The technological possibilities are endless. However, we use and misuse this blessing to face swap using deepfake. Deepfake is an emerging sub...
Humans Neural Networks, Computer Artificial Intelligence Machine Learning ROC Curve Social Media
View on PubMed DOI

Development and validation of a practical machine-learning triage algorithm for the detection of patients in need of critical care in the emergency department.

Scientific reports Dec 15, 2021
Identifying critically ill patients is a key challenge in emergency department (ED) triage. Mis-triage errors are still widespread in triage systems around the world. Here, we present a machine learning system (MLS) to assist ED triage officers bette...
Clinical Decision-Making Female Aged Adult Male Humans Machine Learning Algorithms Critical Illness Emergency Service, Hospital Critical Care Disease Management Odds Ratio Disease Susceptibility Middle Aged ROC Curve Triage Area Under Curve
View on PubMed DOI
Popular Topics
Recent Journals