AIMC Topic: ROC Curve

Clear Filters Showing 1281 to 1290 of 3402 articles

Development of CNN models for the enteral feeding tube positioning assessment on a small scale data set.

BMC medical imaging Mar 22, 2022
BACKGROUND: Enteral nutrition through feeding tubes serves as the primary method of nutritional supplementation for patients unable to feed themselves. Plain radiographs are routinely used to confirm the position of the Nasoenteric feeding tubes the ...
Humans Neural Networks, Computer Enteral Nutrition ROC Curve
View on PubMed DOI

Diagnosis of significant liver fibrosis in patients with chronic hepatitis B using a deep learning-based data integration network.

Hepatology international Mar 21, 2022
BACKGROUND AND AIMS: Chronic hepatitis B virus (CHB) infection remains a major global health burden and the non-invasive and accurate diagnosis of significant liver fibrosis (≥ F2) in CHB patients is clinically very important. This study aimed to ass...
Hepatitis B, Chronic Elasticity Imaging Techniques Humans Liver Deep Learning Biopsy ROC Curve Liver Cirrhosis
View on PubMed DOI

Machine Learning Improves Prediction Over Logistic Regression on Resected Colon Cancer Patients.

The Journal of surgical research Mar 11, 2022
INTRODUCTION: Despite advances, readmission and mortality rates for surgical patients with colon cancer remain high. Prediction models using regression techniques allows for risk stratification to aid periprocedural care. Technological advances have ...
Colonic Neoplasms Patient Readmission Humans ROC Curve Logistic Models Machine Learning
View on PubMed DOI

Development of Various Diabetes Prediction Models Using Machine Learning Techniques.

Diabetes & metabolism journal Mar 11, 2022
BACKGROUND: There are many models for predicting diabetes mellitus (DM), but their clinical implication remains vague. Therefore, we aimed to create various DM prediction models using easily accessible health screening test parameters.
Algorithms Prospective Studies Diabetes Mellitus ROC Curve Humans Machine Learning
View on PubMed DOI

Preliminary Classification of Selected Farmland Habitats in Ireland Using Deep Neural Networks.

Sensors (Basel, Switzerland) Mar 11, 2022
Ireland has a wide variety of farmlands that includes arable fields, grassland, hedgerows, streams, lakes, rivers, and native woodlands. Traditional methods of habitat identification rely on field surveys, which are resource intensive, therefore ther...
Ireland Farms ROC Curve Neural Networks, Computer Ecosystem
View on PubMed DOI

An artificial intelligence system using maximum intensity projection MR images facilitates classification of non-mass enhancement breast lesions.

European radiology Mar 8, 2022
OBJECTIVES: To build an artificial intelligence (AI) system to classify benign and malignant non-mass enhancement (NME) lesions using maximum intensity projection (MIP) of early post-contrast subtracted breast MR images.
Humans Artificial Intelligence Retrospective Studies ROC Curve Female Magnetic Resonance Imaging Breast Neoplasms Breast
View on PubMed DOI

Differentiation between subchondral insufficiency fractures and advanced osteoarthritis of the knee using transfer learning and an ensemble of convolutional neural networks.

Injury Mar 8, 2022
PURPOSE: Subchondral insufficiency fractures (SIF) and advanced osteoarthritis (OA) of the knee are usually seen in conjunction with bone marrow lesions (BMLs) and their differentiation may pose a significant diagnostic challenge. We aimed to develop...
Fractures, Stress Humans ROC Curve Retrospective Studies Osteoarthritis, Knee Deep Learning Neural Networks, Computer
View on PubMed DOI

A deep learning-driven low-power, accurate, and portable platform for rapid detection of COVID-19 using reverse-transcription loop-mediated isothermal amplification.

Scientific reports Mar 8, 2022
This paper presents a deep learning-driven portable, accurate, low-cost, and easy-to-use device to perform Reverse-Transcription Loop-Mediated Isothermal Amplification (RT-LAMP) to facilitate rapid detection of COVID-19. The 3D-printed device-powered...
COVID-19 SARS-CoV-2 Sensitivity and Specificity Humans Nucleic Acid Amplification Techniques COVID-19 Testing Printing, Three-Dimensional ROC Curve Nasopharynx RNA, Viral Molecular Diagnostic Techniques Coloring Agents Area Under Curve Point-of-Care Systems Deep Learning
View on PubMed DOI

Artificial Intelligence for Automated Implant Identification in Total Hip Arthroplasty: A Multicenter External Validation Study Exceeding Two Million Plain Radiographs.

The Journal of arthroplasty Mar 7, 2022
BACKGROUND: The surgical management of complications after total hip arthroplasty (THA) necessitates accurate identification of the femoral implant manufacturer and model. Automated image processing using deep learning has been previously developed a...
ROC Curve Reoperation Artificial Intelligence Retrospective Studies Arthroplasty, Replacement, Hip Humans
View on PubMed DOI

A deep learning approach for detection of shallow anterior chamber depth based on the hidden features of fundus photographs.

Computer methods and programs in biomedicine Mar 6, 2022
BACKGROUND AND OBJECTIVES: Patients with angle-closure glaucoma (ACG) are asymptomatic until they experience a painful attack. Shallow anterior chamber depth (ACD) is considered a significant risk factor for ACG. We propose a deep learning approach t...
Retrospective Studies Deep Learning Humans Anterior Chamber Optic Disk Diagnostic Techniques, Ophthalmological ROC Curve Fundus Oculi
View on PubMed DOI
Popular Topics
Recent Journals