Related Experiment Video

Updated: Aug 3, 2025

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
04:09

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

Published on: October 10, 2018

8.3K

Machine Learning Identifies Plasma Metabolites Associated With Heart Failure in Underrepresented Populations With the

Joshua K Park1,2,3, Ben O Petrazzini1,2, Aparna Saha2,4,5

  • 1The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai New York NY USA.

Journal of the American Heart Association
|April 12, 2023
PubMed
Abstract

No abstract available in PubMed .

Keywords:
hereditary cardiac amyloidosismetabolomicsprealbuminrandom forest classificationrestrictive cardiomyopathytransthyretin

More Related Videos

Digital PCR for Quantifying Circulating MicroRNAs in Acute Myocardial Infarction and Cardiovascular Disease
04:41

Digital PCR for Quantifying Circulating MicroRNAs in Acute Myocardial Infarction and Cardiovascular Disease

Published on: July 3, 2018

8.2K
Genetic Analysis of Hereditary Transthyretin Ala97Ser Related Amyloidosis
06:33

Genetic Analysis of Hereditary Transthyretin Ala97Ser Related Amyloidosis

Published on: June 9, 2018

7.8K

Related Experiment Videos

Last Updated: Aug 3, 2025

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
04:09

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

Published on: October 10, 2018

8.3K
Digital PCR for Quantifying Circulating MicroRNAs in Acute Myocardial Infarction and Cardiovascular Disease
04:41

Digital PCR for Quantifying Circulating MicroRNAs in Acute Myocardial Infarction and Cardiovascular Disease

Published on: July 3, 2018

8.2K
Genetic Analysis of Hereditary Transthyretin Ala97Ser Related Amyloidosis
06:33

Genetic Analysis of Hereditary Transthyretin Ala97Ser Related Amyloidosis

Published on: June 9, 2018

7.8K

Related Concept Videos

Blood Studies for Cardiovascular System I: Cardiac Biomarkers01:20

Blood Studies for Cardiovascular System I: Cardiac Biomarkers

213
Cardiac biomarkers are enzymes, proteins, and hormones released into the blood when cardiac cells are injured. They are powerful tools for triaging.
The essential diagnostic tools for detecting myocardial necrosis and monitoring individuals suspected of having acute coronary syndrome (ACS) include:
Troponins
Troponins, particularly cardiac troponins I and T, are the most precise and sensitive markers of myocardial injury. They are detectable within 4-6 hours of myocardial injury and remain...
213

Articles linked to this work by shared authors, journal, and citation graph.

TAPSE-to-tricuspid regurgitant pressure gradient ratio and early mortality in hospitalized heart failure.

American heart journal plus : cardiology research and practice·2026

The Omnicausal Model Reveals the Highly Polyfactorial Nature of Complex Diseases.

Genetic epidemiology·2026

OHCA-EXTRACT: Evaluating the Accuracy of a Large Language Model Pipeline for Out-of-Hospital Cardiac Arrest Case Identification and Utstein Variable Extraction.

medRxiv : the preprint server for health sciences·2026

Real-World Associations of KidneyIntelX Risk Stratification With Guideline-Directed Therapy, Kidney Outcomes, and Metabolic Trajectories in Early Diabetic Kidney Disease.

Diabetes, obesity & metabolism·2026

Acoustic Analysis of Primary Care Patient-Clinician Conversations to Screen for Cognitive Impairment.

JAMA neurology·2026

Beyond Genotype: Multidomain Biomarker-Integrated Risk Scores Reveal Prognostic phenotypes Among Individuals with High-Risk APOL1 Genotypes.

medRxiv : the preprint server for health sciences·2026

Variations in Single-Point Insulin Sensitivity Estimator Index and the Risk of Cardiovascular Disease in Individuals With Cardiovascular-Kidney-Metabolic Syndrome Stages 0 to 3: A National Longitudinal Cohort Study.

Journal of the American Heart Association·2026

Scope of Practice Laws Affecting Team-Based Heart Disease Care in Rural America: Policy Challenges and Opportunities.

Journal of the American Heart Association·2026

Septal Nonischemic Late Gadolinium Enhancement After Myocardial Infarction Is Associated With Adverse Remodeling and Improves Risk Stratification for Heart Failure Outcomes.

Journal of the American Heart Association·2026

Clinical Outcomes of Left Atrial Appendage Occlusion During Cardiac Surgery in Patients Without Atrial Fibrillation: A Systematic Review and Meta-Analysis.

Journal of the American Heart Association·2026

Door-to-Cardiac Rehabilitation Time and Clinical Outcomes in Patients Hospitalized for Acute Heart Failure: A Nationwide Japanese Registry.

Journal of the American Heart Association·2026

Comparison of Health Status Among Patients With Type 1 Myocardial Infarction and Type 2 Myocardial Infarction: The CHAMP-MI Study.

Journal of the American Heart Association·2026

Biliary Microbiota and Bile Acid Remodeling in Common Bile Duct Stone Patients: A Pilot Multi-Omics Analysis of ERCP-Acquired Human Bile.

Journal of gastroenterology and hepatology·2026

Network Pharmacology, Molecular Docking, and Molecular Dynamics Simulation to Explore Predicted Molecular Associations Between Fraxini Cortex Constituents and Intestinal Inflammation in Laying Hens.

Veterinary sciences·2026

Associations of Serum Trace-Element Concentrations with Selected Blood Biomarkers: A Secondary Cross-Sectional Analysis of the SPES Cohort.

Toxics·2026

Holdfast-Derived Lipid Extract from the Patagonian Macroalga Macrocystis pyrifera Attenuates Amyloid-β-Induced Neuronal Metabolic Dysfunction In Vitro and Ex Vivo.

Pharmaceuticals (Basel, Switzerland)·2026

Synthetic Fructoborate Administration: Effects on Cardiac Remodeling and Extracardiac Responses in Isoproterenol-Induced Cardiac Hypertrophy.

Pharmaceuticals (Basel, Switzerland)·2026

Connecting the Dots Between Pharmacokinetics, Inflammatory Biomarkers, and Mucosal Healing in Patients on Infliximab with Inflammatory Bowel Disease.

Pharmaceutics·2026
See all related articles
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies
Jove
Visualize
Contact Us