Development and Independent Validation of a Machine Learning–Based Noninvasive Venous Waveform Analysis for Heart Failure Device to Estimate Pulmonary Capillary Wedge Pressure
Authors:
- Bret D. AlvisBABret D. Alvis
- Jeffrey SchmeckpeperJSJeffrey Schmeckpeper
- Aniket S. RaliARAniket S. Rali
- Jessica HustonJHJessica Huston
- Stacy TsaiSTStacy Tsai
- Kaushik AmancherlaKAKaushik Amancherla
- David ArmstrongDADavid Armstrong
- Richa GuptaRGRicha Gupta
- Annmarie MedeAMAnnmarie Mede
- Jonathan S. WhitfieldJWJonathan S. Whitfield
- Rene HarderRHRene Harder
- Katharine MillerKMKatharine Miller
Open Access
- 22 August 2026
- journal article
- Published by Elsevier in Journal of Cardiac Failure
Abstract
No abstract availableFunding Information
- National Institutes of Health (Hocking-R44HL140669)
- National Institutes of Health (2R01HL148244)
- National Science Foundation (Hocking-Grant No. 1549576)
This publication has 23 references indexed in Scilit:
- Echocardiographic assessment of pulmonary capillary wedge pressure by E/e' ratio: A systematic review and meta-analysisJournal of Critical Care, 2023
- Uncoupling between intravascular and distending pressures leads to underestimation of circulatory congestion in obesityEuropean Journal of Heart Failure, 2021
- Observational Study of Noninvasive Venous Waveform Analysis to Assess Intracardiac Filling Pressures During Right Heart CatheterizationJournal of Cardiac Failure, 2020
- Discordance Between Clinical Assessment and Invasive Hemodynamics in Patients With Advanced Heart FailureJournal of Cardiac Failure, 2020
- Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound imagesInternational Journal of Computer Assisted Radiology and Surgery, 2018
- Atrial Fibrillation Modifies the Association Between Pulmonary Artery Wedge Pressure and Left Ventricular End-Diastolic PressureEuropean Journal of Heart Failure, 2017
- Cost-Effectiveness of Implantable Pulmonary Artery Pressure Monitoring in Chronic Heart FailureJACC: Heart Failure, 2016
- Sample size considerations for the external validation of a multivariable prognostic model: a resampling studyStatistics in Medicine, 2015
- Wireless pulmonary artery haemodynamic monitoring in chronic heart failure: a randomised controlled trialThe Lancet, 2011
- Randomized Controlled Trial of an Implantable Continuous Hemodynamic Monitor in Patients With Advanced Heart FailureJACC, 2008