AIMC Topic: Sensitivity and Specificity

Clear Filters Showing 151 to 160 of 2872 articles

Impact of standard enhancement settings of endoscopy systems on performance of endoscopic artificial intelligence systems.

Endoscopy Jan 30, 2025
BACKGROUND:  Artificial intelligence (AI) systems in endoscopy are predominantly developed and tested using high-quality imagery from expert centers. However, their performance may be different when applied in clinical practice, partly due to the div...
Colonic Polyps Barrett Esophagus Image Enhancement Colorectal Neoplasms Colonoscopy Diagnosis, Computer-Assisted Humans Artificial Intelligence Sensitivity and Specificity
View on PubMed DOI

Deep learning and machine learning in CT-based COPD diagnosis: Systematic review and meta-analysis.

International journal of medical informatics Jan 30, 2025
BACKGROUND: With advancements in medical technology and science, chronic obstructive pulmonary disease (COPD), one of the world's three major chronic diseases, has seen numerous remarkable outcomes when combined with artificial intelligence, particul...
Deep Learning ROC Curve Tomography, X-Ray Computed Pulmonary Disease, Chronic Obstructive Sensitivity and Specificity Humans Machine Learning
View on PubMed DOI

The use of artificial intelligence to aid the diagnosis of lung cancer - A retrospective-cohort study.

Radiography (London, England : 1995) Jan 30, 2025
INTRODUCTION: AI software in the form of deep learning-based automatic detection (DLAD) algorithms for chest X-ray (CXR) interpretation have shown success in early detection of lung cancer (LC), however, there remains uncertainty related to clinical ...
Humans Artificial Intelligence Female Aged Aged, 80 and over Sensitivity and Specificity Algorithms Retrospective Studies Tomography, X-Ray Computed Early Detection of Cancer Radiographic Image Interpretation, Computer-Assisted Radiography, Thoracic Male Deep Learning Lung Neoplasms
View on PubMed DOI

Deep Learning-Assisted Computer-Aided Diagnosis System for Early Detection of Lung Cancer.

Journal of clinical ultrasound : JCU Jan 29, 2025
PURPOSE: The largest cause of cancer-related fatalities worldwide is lung cancer. The dimensions and positioning of the primary tumor, the presence of lesions, the type of lung cancer like malignant or benign, and the good mental health diagnosis all...
Humans Diagnosis, Computer-Assisted Neural Networks, Computer Deep Learning Algorithms Lung Neoplasms Sensitivity and Specificity Early Detection of Cancer Lung
View on PubMed DOI

The impact of the novel CovBat harmonization method on enhancing radiomics feature stability and machine learning model performance: A multi-center, multi-device study.

European journal of radiology Jan 29, 2025
PURPOSE: This study aims to assess whether the novel CovBat harmonization method can further reduce radiomics feature variability from different imaging devices in multi-center studies and improve machine learning model performance compared to the Co...
Liver Radiographic Image Interpretation, Computer-Assisted Spleen Radiography, Abdominal Sensitivity and Specificity Radiomics Male Middle Aged Female Reproducibility of Results Adult Humans Machine Learning Retrospective Studies Tomography, X-Ray Computed
View on PubMed DOI

Feasibility of using Gramian angular field for preprocessing MR spectroscopy data in AI classification tasks: Differentiating glioblastoma from lymphoma.

European journal of radiology Jan 29, 2025
OBJECTIVES: To convert 1D spectra into 2D images using the Gramian angular field, to be used as input for convolutional neural network for classification tasks such as glioblastoma versus lymphoma.
Lymphoma Diagnosis, Differential Glioblastoma Feasibility Studies Magnetic Resonance Spectroscopy Brain Neoplasms Male Middle Aged Image Processing, Computer-Assisted Aged Adult Sensitivity and Specificity Humans Neural Networks, Computer Algorithms Retrospective Studies Female
View on PubMed DOI

Clinical Validation of an AI System for Pneumoconiosis Detection Using Chest X-rays.

Journal of occupational and environmental medicine Jan 28, 2025
OBJECTIVE: The aims of the study were to develop and evaluate "eTóraxLaboral," an intelligent platform for detecting signs of pneumoconiosis in chest radiographs and to assess its predictive capacity.
Pneumoconiosis Predictive Value of Tests Humans Radiography, Thoracic Female Sensitivity and Specificity Artificial Intelligence Aged Retrospective Studies Male Adult Middle Aged ROC Curve
View on PubMed DOI

Advancing lung cancer diagnosis: Combining 3D auto-encoders and attention mechanisms for CT scan analysis.

Journal of X-ray science and technology Jan 28, 2025
ObjectiveThe goal of this study is to assess the effectiveness of a hybrid deep learning model that combines 3D Auto-encoders with attention mechanisms to detect lung cancer early from CT scan images. The study aims to improve diagnostic accuracy, se...
Tomography, X-Ray Computed Sensitivity and Specificity Lung Deep Learning Imaging, Three-Dimensional Humans Algorithms Lung Neoplasms Radiographic Image Interpretation, Computer-Assisted
View on PubMed DOI

Accuracy of artificial intelligence algorithms in predicting acute respiratory distress syndrome: a systematic review and meta-analysis.

BMC medical informatics and decision making Jan 28, 2025
BACKGROUND: Acute respiratory distress syndrome (ARDS) is a serious threat to human life. Hence, early and accurate diagnosis and treatment are crucial for patient survival. This meta-analysis evaluates the accuracy of artificial intelligence in the ...
Artificial Intelligence Algorithms Sensitivity and Specificity Respiratory Distress Syndrome Humans
View on PubMed DOI

Development of a one-step multiplex RT-qPCR method for rapid detection of bovine diarrhea viruses.

Frontiers in cellular and infection microbiology Jan 28, 2025
INTRODUCTION: Viral calf diarrhea poses a significant challenge to the cattle industry worldwide due to its high morbidity and mortality rates, leading to substantial economic losses. The clinical symptoms associated with various diarrhea pathogens o...
Bovine Virus Diarrhea-Mucosal Disease Real-Time Polymerase Chain Reaction Cattle Reproducibility of Results Feces Kobuvirus Multiplex Polymerase Chain Reaction Sensitivity and Specificity Torovirus Cattle Diseases Diarrhea Animals DNA Primers Diarrhea Viruses, Bovine Viral Reverse Transcriptase Polymerase Chain Reaction
View on PubMed DOI
Popular Topics
Recent Journals