Cardiovascular

Congestive Heart Failure

Latest AI and machine learning research in congestive heart failure for healthcare professionals.

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Showing 22-42 of 4,479 articles
Comparison of Deep Learning-Based Free Breathing with Conventional Breath Holding CMR for Quantifying Degenerative Mitral Regurgitation.

BACKGROUND: Cardiovascular magnetic resonance (CMR) imaging acquisition frequently relies on breath-...

(2)
Oct 2026 42829055
Deep Survival Modeling With Echocardiographic Myocardial Texture Radiomics for Prediction of Major Adverse Cardiovascular Events in Hypertrophic Cardiomyopathy.

Hypertrophic cardiomyopathy (HCM) carries substantial risk of major adverse cardiovascular events (M...

(1)
Oct 2026 42825975
Fluorodeoxyglucose-PET in Myocardial Viability and Ischemic Heart Disease.

Assessment of myocardial viability remains pivotal in managing patients with ischemic cardiomyopathy...

(2)
Oct 2026 42823226
[Point of care ultrasound: terminology, professional roles and protocols].

Point-of-care ultrasound (POCUS) is an imaging modality performed and interpreted by the treating ph...

(2)
Oct 2026 42788297
Artificial Intelligence-Derived Electrocardiographic Age Enhances Stroke Risk Stratification in Patients With Atrial Fibrillation With a CHA2DS2-VA Score of 1.

BACKGROUND: To evaluate whether artificial intelligence-derived electrocardiographic-age enhances th...

(4)
Sep 2026 42808453
Artificial Intelligence for Clinical Decision-Making in Retinal Disorders: From Screening and Diagnosis to Treatment and Longitudinal Management.

Artificial intelligence (AI) in retinal imaging has expanded from image classification to multimodal...

(1)
Sep 2026 42810675
Automated echocardiographic measurements for longitudinal monitoring of ATTR cardiomyopathy: agreement and repeatability analysis.

Detection of disease progression is key to personalize treatment strategies in transthyretin cardiom...

(1)
Sep 2026 42806182
Dose-conditioned machine-learning prediction of a composite target sedation state in patients undergoing propofol-sedated gastrointestinal endoscopy.

BACKGROUND: During propofol-sedated gastrointestinal endoscopy, adequate sedation must be achieved w...

(5)
Sep 2026 42803764
Detection of Chagas Disease from the ECG: The George B. Moody PhysioNet Challenge 2025.

Chagas disease is a parasitic infection that is endemic to Latin America and primarily transmitted b...

(7)
Sep 2026 42805232
Endovascular Thrombectomy for Minor Ischemic Stroke: A Machine Learning Study of Treatment Effect Heterogeneity.

BACKGROUND AND OBJECTIVES: Endovascular thrombectomy (EVT) is standard of care for large vessel occl...

(4)
Sep 2026 42805794
Automated Cerebral Edema Detection using Electroencephalography in Post-cardiac Arrest Patients.

OBJECTIVES: To develop an electroencephalography (EEG)-based machine learning model to identify diff...

(5)
Sep 2026 42806266
Classification of pre-metabolic syndrome and metabolic syndrome using machine learning and routine clinical variables in Thai adults.

BACKGROUND: Metabolic syndrome (MetS) and pre-metabolic syndrome (pre-MetS) are increasingly recogni...

(2)
Sep 2026 42804467
Machine Learning-Based Multiclass Classification of Benign Vocal Fold Lesions Using Acoustic, Clinical, and Patient-Reported Features.

OBJECTIVE: To develop and evaluate a multiclass random forest classifier for distinguishing among fi...

(2)
Sep 2026 42787225
A real-time machine learning framework for improved intraoperative risk predictions in cardiac surgery patients.

BACKGROUND AND OBJECTIVE: Cardiac surgeries are associated with a range of serious postoperative com...

(2)
Sep 2026 42784706
AI/ML-Enabled Precision Nutrition Modestly Improves Anthropometric Outcomes and Systolic Blood Pressure: A Systematic Review and Meta-Analysis.

Precision nutrition tailors dietary guidance to individual biological, genetic, metabolic, and behav...

(7)
Sep 2026 42777836
Early Intraretinal Fluid Reduction is Linked to Vision Gains in Patients with Diabetic Macular Edema.

INTRODUCTION: This analysis evaluated the impact of early intraretinal fluid (IRF) reduction on long...

(1)
Sep 2026 42771326
Artificial intelligence in ophthalmology: From diagnostic accuracy to clinical application.

Artificial intelligence in ophthalmology encounters a continual challenge: Systems proficient in pic...

Sep 2026 42626053
Gene-environment interactions shape cytokine-mediated inflammation and cardiovascular risk.

BACKGROUND: Chronic inflammation is a major driver of cardiovascular diseases, but mechanisms linkin...

Sep 2026 42755098
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