Cardiovascular

Congestive Heart Failure

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

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Showing 253-273 of 3,592 articles
From Clusters to Outcomes: Machine Learning-Based Phenotyping in Intermediate-High-Risk Acute Pulmonary Embolism.

Intermediate-high-risk (IHR) pulmonary embolism (PE) represents a heterogeneous group in whom guidel...

Jan 2026 41555848
Prediction of left ventricular systolic dysfunction in left bundle branch block using a fine-tuned ECG foundation model.

Left bundle branch block (LBBB) is an important electrocardiographic (ECG) finding strongly associat...

Jan 2026 41545539
Machine learning and SHAP values for predicting coronary artery disease risk in Xinjiang, China.

BACKGROUND: Accurate individual risk assessment is crucial for guiding and improving the prevention ...

Jan 2026 41545835
Non-invasive blood pressure monitoring using wearables for cardiovascular risk assessment: a systematic review.

PURPOSE: Cardiovascular diseases are the leading causes of mortality in women worldwide, with hypert...

Jan 2026 41543583
Automated 4D flow MRI pipeline for the quantification of advanced hemodynamic parameters in the left atrium.

The left atrium (LA) plays a pivotal role in modulating left ventricular filling, yet its hemodynami...

Jan 2026 41545408
A Deep Learning Model for Dynamic Prediction of Acute Kidney Injury in Heart Failure Patientss.

BACKGROUND: This study aimed to develop and validate a dynamic prediction model for acute kidney inj...

Jan 2026 41548653
Deep-learning analysis of 3D microarchitectural remodeling in hypertrophic cardiomyopathy.

Hypertrophic cardiomyopathy (HCM), a genetic heart disease defined by unexplained cardiac wall thick...

Jan 2026 41538430
Automated Gross Tumor Volume (GTV) Contouring in High-Grade Gliomas Using a Deep Learning Approach.

RATIONALE AND OBJECTIVES: Accurate contouring of the Gross Tumor Volume (GTV) in High-Grade Gliomas ...

Jan 2026 41545259
Serial Aqueous Humor Proteomics in Diabetic Macular Edema: Correlation of Novel Targets with Retinal Fluid Volume.

OBJECTIVE: Diabetic macular edema (DME) with incomplete response to anti-VEGF therapy is a significa...

Jan 2026 41816091
Machine Learning Insights into Age-Related Sex Differences in Blood Pressure: Influence of Diabetes and Body Mass Index.

INTRODUCTION: The age-related dynamics of blood pressure (BP) arise from complex, often concurrent i...

Jan 2026 41533272
Peak strain dispersion as a nonlinear mediator in HFpEF: Unraveling subtype-specific pathways via SHAP-augmented ensemble modeling.

BACKGROUND: Heart failure with preserved ejection fraction (HFpEF) represents a heterogeneous syndro...

Jan 2026 41533691
Assessment of AI-generated responses to common pregnancy questions: A blinded expert evaluation.

INTRODUCTION: We conducted a cross-sectional, blinded expert evaluation of AI-generated answers to 2...

Jan 2026 41539048
Machine Learning-Based Clusters of Vital Signs and Lactate Levels Predict Vasopressor Use in Sepsis.

OBJECTIVE: Sepsis remains a major clinical challenge because of its complex, heterogeneous, and mult...

Jan 2026 41554280
Assessment of Correlation Between Diabetic Retinopathy and Metabolic Biomarkers Using Artificial Intelligence.

BACKGROUND: One of the main causes of blindness in the world, diabetic retinopathy (DR) is a dangero...

Jan 2026 41541002
A clinical dataset on type-2 diabetes including demographic, anthropometric, and biochemical parameters from Bangladesh.

Type-2 diabetes is a major public health concern in Bangladesh, and this dataset provides 1065 curat...

Jan 2026 41624303
HeartUnloadNet: A cycle-consistent graph network with reduced supervision for predicting unloaded cardiac geometry from diastolic states.

BACKGROUND AND OBJECTIVE: The unloaded cardiac geometry, representing the zero-stress and zero-strai...

Jan 2026 41529595
Artificial intelligence (AI) uses in stereotactic radiosurgery (SRS): outcome prediction with brain metastasis (BM) - A systematic review.

BACKGROUND: Brain metastases (BM) are the most common intracranial tumors in adults and present ongo...

Jan 2026 41500171
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