AIMC Topic: ROC Curve

Clear Filters Showing 1 to 10 of 3264 articles

Artificial intelligence-assisted endobronchial ultrasound for differentiating between benign and malignant thoracic lymph nodes: a meta-analysis.

BMC pulmonary medicine Jul 2, 2025
BACKGROUND: Endobronchial ultrasound (EBUS) is a widely used imaging modality for evaluating thoracic lymph nodes (LNs), particularly in the staging of lung cancer. Artificial intelligence (AI)-assisted EBUS has emerged as a promising tool to enhance...
Humans Artificial Intelligence Sensitivity and Specificity ROC Curve Bronchoscopy Lung Neoplasms Lymph Nodes Diagnosis, Differential Lymphatic Metastasis Endosonography
View on PubMed DOI

Prediction of caesarean section birth using machine learning algorithms among pregnant women in a district hospital in Ghana.

BMC pregnancy and childbirth Jul 2, 2025
BACKGROUND: Machine learning algorithms may contribute to improving maternal and child health, including determining the suitability of caesarean section (CS) births in low-resource countries. Despite machine learning algorithms offering a more robus...
Ghana Hospitals, District Logistic Models Support Vector Machine Bayes Theorem Pregnancy Female Adult Humans Cesarean Section Cross-Sectional Studies Machine Learning Young Adult ROC Curve Algorithms Decision Support Systems, Clinical Retrospective Studies
View on PubMed DOI

Identification of MEG3 and MAPK3 as potential therapeutic targets for osteoarthritis through multiomics integration and machine learning.

Scientific reports Jul 2, 2025
Knee osteoarthritis (KOA) is a prevalent degenerative joint disorder, yet its underlying molecular mechanisms remain puzzling. This study aimed to uncover the genes with a causal relationship to KOA using Mendelian randomization (MR), transcriptomic ...
Quantitative Trait Loci Mitogen-Activated Protein Kinase 3 Gene Expression Profiling Genome-Wide Association Study ROC Curve Multiomics RNA, Long Noncoding Mendelian Randomization Analysis Osteoarthritis, Knee Humans Machine Learning
View on PubMed DOI

False-positive tolerant model misconduct mitigation in distributed federated learning on electronic health record data across clinical institutions.

Scientific reports Jul 2, 2025
As collaborative Machine Learning on cross-institutional, fully distributed networks become an important tool in predictive health modeling, its inherent security risks must be addressed. One among such risks is the lack of a mitigation strategy agai...
Machine Learning Algorithms Electronic Health Records ROC Curve Humans False Positive Reactions Computer Security Federated Learning
View on PubMed DOI

Multimodal nomogram integrating deep learning radiomics and hemodynamic parameters for early prediction of post-craniotomy intracranial hypertension.

Scientific reports Jul 2, 2025
To evaluate the effectiveness of deep learning radiomics nomogram in distinguishing early intracranial hypertension (IH) following primary decompressive craniectomy (DC) in patients with severe traumatic brain injury (TBI) and to demonstrate its pote...
Female Adult Radiomics Male Humans Intracranial Hypertension Optic Nerve Decompressive Craniectomy ROC Curve Middle Aged Nomograms Hemodynamics Brain Injuries, Traumatic Deep Learning Intracranial Pressure
View on PubMed DOI

Key factors in predictive analysis of cardiovascular risks in public health.

Scientific reports Jul 2, 2025
This research emphasizes the role of analytics in evaluating the risk of disease (CVD) focusing on thorough data preparation and feature engineering for accurate predictions. We studied machine learning (ML) and learning (DL) models, such as Logistic...
Logistic Models Heart Disease Risk Factors Public Health Deep Learning ROC Curve Humans Machine Learning Risk Factors Cardiovascular Diseases Risk Assessment
View on PubMed DOI

Integrating bioinformatics and machine learning to investigate the mechanisms by which three major respiratory infectious diseases exacerbate heart failure.

Scientific reports Jul 2, 2025
Heart failure (HF) is a severe cardiovascular disease often worsened by respiratory infections like influenza, COVID-19, and community-acquired pneumonia (CAP). This study aims to uncover the molecular commonalities among these respiratory diseases a...
Humans Machine Learning Computational Biology Influenza, Human Heart Failure Community-Acquired Infections COVID-19 SARS-CoV-2 ROC Curve Gene Regulatory Networks
View on PubMed DOI

Optimizing the early diagnosis of neurological disorders through the application of machine learning for predictive analytics in medical imaging.

Scientific reports Jul 2, 2025
Early diagnosis of Neurological Disorders (ND) such as Alzheimer's disease (AD) and Brain Tumors (BT) can be highly challenging since these diseases cause minor changes in the brain's anatomy. Magnetic Resonance Imaging (MRI) is a vital tool for diag...
Early Diagnosis Nervous System Diseases Deep Learning Humans ROC Curve Neural Networks, Computer Machine Learning Magnetic Resonance Imaging Alzheimer Disease
View on PubMed DOI

Development and validation of a transformer model-based early warning score for real-time prediction of adverse outcomes in the emergency department.

Scientific reports Jul 2, 2025
This study aimed to develop and validate a transformer-based early warning score (TEWS) system for predicting adverse events (AEs) in the emergency department (ED). We conducted a retrospective study analyzing adult ED visits at a tertiary hospital. ...
Middle Aged Humans ROC Curve Emergency Service, Hospital Prognosis Early Warning Score Retrospective Studies Aged Intensive Care Units Adult Female Male
View on PubMed DOI

Automated grading of rectocele with an MRI radiomics model.

Scientific reports Jul 2, 2025
To develop an automated grading model for rectocele (RC) based on radiomics and evaluate its efficacy. This study retrospectively analyzed a total of 9,392 magnetic resonance imaging (MRI) images obtained from 222 patients who underwent dynamic magne...
Support Vector Machine Magnetic Resonance Imaging Rectocele Defecography Aged Middle Aged Adult Severity of Illness Index Radiomics ROC Curve Male Humans Machine Learning Retrospective Studies Female
View on PubMed DOI
Popular Topics
Recent Journals