Cardiovascular

Congestive Heart Failure

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

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Showing 505-525 of 4,479 articles
Establishment and validation of a machine learning model to stratify malnutrition risk in hospitalized older patients with chronic heart failure.

BACKGROUND AND OBJECTIVES: Malnutrition among older hospitalized adults with chronic heart failure (...

Feb 2026 41565240
Automatic lymphedema segmentation in T2-STIR MRI using an unsupervised clustering method.

PURPOSE: To develop and evaluate an unsupervised artificial intelligence (AI)-based method for the a...

Feb 2026 41621044
COL14A1 drives ischemic cardiac injury in PCOS: an artificial intelligence-identified biomarker.

BACKGROUND: Polycystic ovary syndrome (PCOS) and ischemic cardiomyopathy (ICM) share metabolic and c...

Jan 2026 41619759
A novel explainable deep-learning approach for network analysis of epistatic interactions.

Epistatic interactions of gene loci often determine complex trait phenotypes and may indicate the un...

Jan 2026 41625145
First-Trimester Machine Learning to Predict Preeclampsia in Normotensive Pregnancies by American Heart Association Guidelines.

This study aimed to determine whether unsupervised machine learning can identify phenotypically dist...

(1)
Jan 2026 41525794
Machine learning models for predicting futile recanalisation after endovascular treatment in patients with large core infarction.

BACKGROUND: Predicting futile recanalisation following endovascular treatment (EVT) in patients with...

Jan 2026 41611344
Proof-of-Concept Automated Framework for Intraoperative Transesophageal Echocardiography: View Classification and Biventricular Function Assessment.

OBJECTIVE: To develop a proof-of-concept automated framework for integrated intraoperative transesop...

Jan 2026 41724654
Predicting Return Home After Moderate-to-Severe Traumatic Brain Injury.

BACKGROUND AND OBJECTIVES: Days alive and at home (DAH) is a validated outcome measure that captures...

Jan 2026 41604614
Evaluation of diastolic function: Machine learning improves classification of left ventricular filling pressure.

AIMS: Current recommendations for echocardiography-based classification of left ventricular filling ...

Jan 2026 41593903
Integrated CT pipeline for automatic intracranial hemorrhage evaluation with GPT-enhanced clinical decision support.

OBJECTIVES: Intracranial hemorrhage (ICH) is a time-critical neurological emergency in which rapid C...

Jan 2026 41586845
Fast cardiac magnetic resonance (CMR) protocol for biventricular functional assessment and tissue characterisation.

BACKGROUND: Clinical use of cardiovascular magnetic resonance (CMR), reference tool for cardiac func...

Jan 2026 41605334
Machine learning-based prediction of three-year mortality in elderly inpatients with coronary artery disease combined with heart failure.

OBJECTIVE: Accurate prediction of survival outcome is essential for early intervention and treatment...

Jan 2026 41604943
Proteomics Profiling Reveals Circulating Biomarkers and Dysregulated Pathways in Transthyretin Amyloid Cardiomyopathy.

BACKGROUND: Transthyretin amyloid cardiomyopathy (ATTR-CM) causes a restrictive cardiomyopathy resul...

Jan 2026 41569308
Machine learning-driven prediction model for successful weaning of patients from mechanical ventilation in ICU.

BACKGROUND: Mechanical ventilation is a critical life support technology in the intensive care unit....

Jan 2026 41563527
A multimarker panel for diagnosis and prognosis prediction of fungal infections.

To develop and validate a routine indicator-based multimarker panel for fungal infection (FI) diagno...

(4)
Jan 2026 41563559
Artificial Intelligence-Enhanced Electrocardiogram Models for Detection of Left Ventricular Dysfunction: A Comparison Study.

BACKGROUND: Several artificial intelligence-enhanced electrocardiogram (AI-ECG) models have shown pr...

Jan 2026 41564731
[Potential of imaging in the clinical routine : Focus on cardiovascular MRI].

Cardiac magnetic resonance imaging (CMR) provides decisive advantages, particularly in coronary hear...

(1)
Jan 2026 41557150
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