AIMC Topic: Sensitivity and Specificity

Clear Filters Showing 31 to 40 of 2922 articles

Diagnostic accuracy of machine learning-based magnetic resonance imaging models in breast cancer classification: a systematic review and meta-analysis.

World journal of surgical oncology Jun 11, 2025
OBJECTIVE: This meta-analysis evaluates the diagnostic accuracy of machine learning (ML)-based magnetic resonance imaging (MRI) models in distinguishing benign from malignant breast lesions and explores factors influencing their performance.
Breast Neoplasms Magnetic Resonance Imaging Machine Learning Female Sensitivity and Specificity Humans
View on PubMed DOI

Machine learning driven biomarker selection for medical diagnosis.

PloS one Jun 11, 2025
Recent advances in experimental methods have enabled researchers to collect data on thousands of analytes simultaneously. This has led to correlational studies that associated molecular measurements with diseases such as Alzheimer's, Liver, and Gastr...
Humans Biomarkers Sensitivity and Specificity Machine Learning Algorithms Logistic Models
View on PubMed DOI

Artificial intelligence-based detection of dens invaginatus in panoramic radiographs.

BMC oral health Jun 5, 2025
OBJECTIVE: The aim of this study was to automatically detect teeth with dens invaginatus (DI) in panoramic radiographs using deep learning algorithms and to compare the success of the algorithms.
Artificial Intelligence Algorithms Humans Deep Learning Sensitivity and Specificity Radiography, Panoramic Dens in Dente
View on PubMed DOI

Impact of AI-Generated ADC Maps on Computer-Aided Diagnosis of Prostate Cancer: A Feasibility Study.

Academic radiology Jun 4, 2025
RATIONALE AND OBJECTIVES: To evaluate the impact of AI-generated apparent diffusion coefficient (ADC) maps on diagnostic performance of a 3D U-Net AI model for prostate cancer (PCa) detection and segmentation at biparametric MRI (bpMRI).
Artificial Intelligence Retrospective Studies Aged Sensitivity and Specificity Humans Prostatic Neoplasms Feasibility Studies Image Interpretation, Computer-Assisted Diffusion Magnetic Resonance Imaging Male Middle Aged Diagnosis, Computer-Assisted
View on PubMed DOI

Segmentation of airways and soft tissues on panoramic radiographs using artificial intelligence technology.

BMC oral health Jun 2, 2025
BACKGROUND: Segmentation of airways and soft tissues on panoramic radiographs is a challenging yet crucial task in dental diagnostics, as these regions can often be confused with fractures or other lesions due to superimposition. This study aimed to ...
Radiography, Panoramic Tongue Humans Artificial Intelligence Sensitivity and Specificity Image Processing, Computer-Assisted
View on PubMed DOI

Radiomics-based differentiation of upper urinary tract urothelial and renal cell carcinoma in preoperative computed tomography datasets.

BMC medical imaging May 30, 2025
BACKGROUND: To investigate a non-invasive radiomics-based machine learning algorithm to differentiate upper urinary tract urothelial carcinoma (UTUC) from renal cell carcinoma (RCC) prior to surgical intervention.
Kidney Neoplasms Sensitivity and Specificity Tomography, X-Ray Computed Carcinoma, Renal Cell Radiomics Female Male Aged Diagnosis, Differential Humans Middle Aged Carcinoma, Transitional Cell Machine Learning Urologic Neoplasms Retrospective Studies
View on PubMed DOI

Detecting Tardive Dyskinesia Using Video-Based Artificial Intelligence.

The Journal of clinical psychiatry May 28, 2025
Tardive dyskinesia (TD) is a late-onset adverse effect of dopamine receptor-blocking medications, characterized by involuntary movements primarily affecting the mouth, though other body parts may be involved. Severity of TD varies from mild to debil...
Machine Learning Female Aged Humans Artificial Intelligence Middle Aged Video Recording Antipsychotic Agents Tardive Dyskinesia Adult Sensitivity and Specificity Male
View on PubMed DOI

Two birds with one stone: pre-TAVI coronary CT angiography combined with FFR helps screen for coronary stenosis.

BMC medical imaging May 26, 2025
OBJECTIVES: Since coronary artery disease (CAD) is a common comorbidity in patients with aortic valve stenosis, invasive coronary angiography (ICA) can be avoided if significant CAD can be screened with the non-invasive coronary CT angiography (cCTA)...
Transcatheter Aortic Valve Replacement Aortic Valve Stenosis Predictive Value of Tests Coronary Angiography Coronary Stenosis Fractional Flow Reserve, Myocardial Coronary Artery Disease Computed Tomography Angiography Humans Retrospective Studies Aged, 80 and over Machine Learning Female Sensitivity and Specificity Aged Male
View on PubMed DOI

Atrial fibrillation detection via contactless radio monitoring and knowledge transfer.

Nature communications May 20, 2025
Atrial fibrillation (AF) has been a prevalent and serious arrhythmia associated with increased morbidity and mortality worldwide. The Electrocardiogram (ECG) is considered as the golden standard for AF diagnosis. However, current ECG is primarily use...
Middle Aged Electrocardiography Female Atrial Fibrillation Radar Humans Sensitivity and Specificity Radio Artificial Intelligence Male
View on PubMed DOI

Accuracy of an nnUNet Neural Network for the Automatic Segmentation of Intracranial Aneurysms, Their Parent Vessels, and Major Cerebral Arteries from MRI-TOF.

AJNR. American journal of neuroradiology May 2, 2025
BACKGROUND AND PURPOSE: The automatic recognition of intracraial aneurysms by means of machine-learning algorithms represents a new frontier for diagnostic and therapeutic goals. Yet, the current algorithms focus solely on the aneurysms and not on th...
Aged Intracranial Aneurysm Retrospective Studies Adult Cerebral Arteries Humans Sensitivity and Specificity Image Interpretation, Computer-Assisted Female Reproducibility of Results Male Magnetic Resonance Angiography Neural Networks, Computer Middle Aged Algorithms
View on PubMed DOI
Popular Topics
Recent Journals