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Machine learning can help predict the risk of heart failure in diabetes patients

This risk tool is an important step in the right direction to promote prevention of heart failure in patients with type 2 diabetes

United statesMuthiah vaduganathanAmbarish pandeyMatthew segarUt southwestern medical centerMedical centerHeart failure societyAmerica annual scientific meetingControl cardiovascular risk

Machine Learning Informs a New Tool to Guide Treatment for Acute Decompensated Heart Failure

New phenomapping tool and clinical score could lead to personalized strategies for patients hospitalized with ADHF

United statesUniversity of texas southwestern medical centerBaylor scottJosephg rogersAmbarish pandeySamuela levinePandeyaa phenomappingMatthew segarUniversity of mississippi medical centerParadigms for heart failure researchNational institutes of healthVincent heart centerBlood instituteVascular centerStony brook university school of medicineNational institutes of health heart

Machine learning informs a new tool to guide treatment for acute decompensated heart failure

Machine learning informs a new tool to guide treatment for acute decompensated heart failure
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United statesMatthew segarJosephg rogersMattheww segarAmbarish pandeyAmerican heart association precision medicine platformUniversity of texas southwestern medical center drTexas heart instituteHeart failureTexas southwestern medical centerPhenomapping toolClinical scoreIdentify low diuretic efficiencyAcute decompensated heart failureTexas heart

Machine learning could personalize diuretic treatment for patients with acute decompensated heart failure

A recent study co-authored by Dr. Matthew Segar, a third-year cardiovascular disease fellow at The Texas Heart Institute and led by his research and residency mentor, University of Texas Southwestern Medical Center's Dr. Ambarish Pandey, utilized a machine learning-based approach to identify, understand, and predict diuretic responsiveness in patients with acute decompensated heart failure (ADHF).

United statesUniversity of texas southwestern medical centerSamuela levineMatthew segarAmbarish pandeyJosephg rogersBaylor scottBlood instituteStony brook university school of medicineUniversity of mississippi medical centerVincent heart centerJournal of american college cardiology heart failureTexas heart instituteNorthwestern university school of medicineWhite research instituteDuke university school of medicine

AI Tool Guides Acute Heart Failure Treatment

AI Tool Guides Acute Heart Failure Treatment
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United statesUniversity of texas southwestern medical centerTexas medical centerBaylor scottPandeyaa phenomappingJosephg rogersMatthew segarDenton cooleyAmbarish pandeyTexas heart instituteVincent heart centerNational institutes of healthBlood instituteVascular centerDuke university school of medicineUniversity of colorado