AIMC Topic: ROC Curve

Clear Filters Showing 1031 to 1040 of 3585 articles

Deep Learning for Echo Analysis, Tracking, and Evaluation of Mitral Regurgitation (DELINEATE-MR).

Circulation Jun 17, 2024
BACKGROUND: Artificial intelligence, particularly deep learning (DL), has immense potential to improve the interpretation of transthoracic echocardiography (TTE). Mitral regurgitation (MR) is the most common valvular heart disease and presents unique...
Mitral Valve Insufficiency Severity of Illness Index Deep Learning ROC Curve Mitral Valve Aged Male Echocardiography Middle Aged Humans Female
View on PubMed DOI

Deep learning-based classification of erosion, synovitis and osteitis in hand MRI of patients with inflammatory arthritis.

RMD open Jun 17, 2024
OBJECTIVES: To train, test and validate the performance of a convolutional neural network (CNN)-based approach for the automated assessment of bone erosions, osteitis and synovitis in hand MRI of patients with inflammatory arthritis.
Male Middle Aged Severity of Illness Index Deep Learning Neural Networks, Computer Female Humans Aged Hand ROC Curve Adult Osteitis Synovitis Arthritis, Rheumatoid Magnetic Resonance Imaging Arthritis, Psoriatic
View on PubMed DOI

Patient stratification based on the risk of severe illness in emergency departments through collaborative machine learning models.

The American journal of emergency medicine Jun 15, 2024
OBJECTIVES: Emergency department (ED) overcrowding presents a global challenge that inhibits prompt care for critically ill patients. Traditional 5-level triage system that heavily rely on the judgment of the triage staff could fail to detect subtle ...
Male Middle Aged Critical Illness Risk Assessment Humans Severity of Illness Index Female Triage ROC Curve Neural Networks, Computer Aged Emergency Service, Hospital Taiwan Machine Learning Adult Retrospective Studies
View on PubMed DOI

Machine Learning-Based Critical Congenital Heart Disease Screening Using Dual-Site Pulse Oximetry Measurements.

Journal of the American Heart Association Jun 15, 2024
BACKGROUND: Oxygen saturation (Spo) screening has not led to earlier detection of critical congenital heart disease (CCHD). Adding pulse oximetry features (ie, perfusion data and radiofemoral pulse delay) may improve CCHD detection, especially coarct...
Humans Machine Learning Algorithms Infant, Newborn Male ROC Curve Prospective Studies Female Oximetry Predictive Value of Tests Oxygen Saturation Neonatal Screening Heart Defects, Congenital
View on PubMed DOI

Machine learning predictions of the adverse events of different treatments in patients with ischemic left ventricular systolic dysfunction.

Internal and emergency medicine Jun 14, 2024
This study aimed to develop several new machine learning models based on hibernating myocardium to predict the major adverse cardiac events(MACE) of ischemic left ventricular systolic dysfunction(LVSD) patients receiving either percutaneous coronary ...
Aged Humans Male Machine Learning Percutaneous Coronary Intervention Middle Aged Retrospective Studies Ventricular Dysfunction, Left ROC Curve Female
View on PubMed DOI

Identification of diabetic retinopathy classification using machine learning algorithms on clinical data and optical coherence tomography angiography.

Eye (London, England) Jun 13, 2024
BACKGROUND: To apply machine learning (ML) algorithms to perform multiclass diabetic retinopathy (DR) classification using both clinical data and optical coherence tomography angiography (OCTA).
Cross-Sectional Studies Male Middle Aged ROC Curve Tomography, Optical Coherence Algorithms Female Aged Adult Fluorescein Angiography Retinal Vessels Humans Diabetic Retinopathy Machine Learning
View on PubMed DOI

Using machine learning to develop preoperative model for lymph node metastasis in patients with bladder urothelial carcinoma.

BMC cancer Jun 13, 2024
BACKGROUND: Lymph node metastasis (LNM) is associated with worse prognosis in bladder urothelial carcinoma (BUC) patients. This study aimed to develop and validate machine learning (ML) models to preoperatively predict LNM in BUC patients treated wit...
Lymphatic Metastasis Urinary Bladder Neoplasms Lymph Node Excision Carcinoma, Transitional Cell Cystectomy Preoperative Period Middle Aged ROC Curve Lymph Nodes Support Vector Machine Retrospective Studies Female Aged Male Humans Machine Learning Prognosis
View on PubMed DOI

Streamlining Acute Abdominal Aortic Dissection Management-An AI-based CT Imaging Workflow.

Journal of imaging informatics in medicine Jun 12, 2024
Life-threatening acute aortic dissection (AD) demands timely diagnosis for effective intervention. To streamline intrahospital workflows, automated detection of AD in abdominal computed tomography (CT) scans seems useful to assist humans. We aimed at...
Aortic Dissection Dissection, Abdominal Aorta Retrospective Studies Tomography, X-Ray Computed Female Humans Male ROC Curve Aged Neural Networks, Computer Middle Aged Aortic Aneurysm, Abdominal Algorithms Workflow
View on PubMed DOI

AI Detection of Glottic Neoplasm Using Voice Signals, Demographics, and Structured Medical Records.

The Laryngoscope Jun 12, 2024
OBJECTIVE: This study investigated whether artificial intelligence (AI) models combining voice signals, demographics, and structured medical records can detect glottic neoplasm from benign voice disorders.
Artificial Intelligence Female Carcinoma, Squamous Cell Aged Adult Humans Neural Networks, Computer Demography Male Voice Voice Disorders Middle Aged ROC Curve Laryngeal Neoplasms Diagnosis, Differential Glottis
View on PubMed DOI

A deep learning-based automated diagnosis system for SPECT myocardial perfusion imaging.

Scientific reports Jun 12, 2024
Images obtained from single-photon emission computed tomography for myocardial perfusion imaging (MPI SPECT) contain noises and artifacts, making cardiovascular disease diagnosis difficult. We developed a deep learning-based diagnosis support system ...
Female Aged Male Middle Aged Deep Learning Humans Neural Networks, Computer Myocardial Perfusion Imaging ROC Curve Image Processing, Computer-Assisted Coronary Artery Disease Tomography, Emission-Computed, Single-Photon
View on PubMed DOI
Popular Topics
Recent Journals