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Machine Learning to Predict Interstage Mortality Following Single Ventricle Palliation: A NPC-QIC Database Analysis

  • Published:2023-02-23 Issue:6 Volume:44 Page:1242-1250
  • ISSN:0172-0643
  • Container-title:Pediatric Cardiology
  • language:en
  • Short-container-title:Pediatr Cardiol

Author:

Sunthankar Sudeep D.,Zhao Juan,Wei Wei-Qi,Hill Garick D.,Parra David A.,Kohl Karen,McCoy Allison,Jayaram Natalie M.,Godown Justin

Funder

National Institutes of Health

Project Heart

National Heart, Lung, and Blood Institute

Publisher

Springer Science and Business Media LLC

Subject

Cardiology and Cardiovascular Medicine,Pediatrics, Perinatology and Child Health

Reference37 articles.

1. Ohye RG, Schranz D, D’Udekem Y (2016) Current therapy for hypoplastic left heart syndrome and related single ventricle lesions. Circulation 134:1265–1279

2. Kaplinski M, Ittenbach RF, Hunt ML, Stephan D, Natarajan SS, Ravishankar C, Giglia TM, Rychik J, Rome JJ, Mahle M, Kennedy AT, Steven JM, Fuller SM, Nicolson SC, Spray TL, Gaynor JW, Mascio CE (2020) Decreasing interstage mortality after the norwood procedure: a 30-year experience. J Am Heart Assoc 9:e016889

3. Ghanayem NS, Allen KR, Tabbutt S, Atz AM, Clabby ML, Cooper DS, Eghtesady P, Frommelt PC, Gruber PJ, Hill KD, Kaltman JR, Laussen PC, Lewis AB, Lurito KJ, Minich LL, Ohye RG, Schonbeck JV, Schwartz SM, Singh RK, Goldberg CS, Pediatric Heart Network I (2012) Interstage mortality after the Norwood procedure: Results of the multicenter single ventricle reconstruction trial. J Thorac Cardiovasc Surg 144:896–906

4. Ohye RG, Sleeper LA, Mahony L, Newburger JW, Pearson GD, Lu M, Goldberg CS, Tabbutt S, Frommelt PC, Ghanayem NS, Laussen PC, Rhodes JF, Lewis AB, Mital S, Ravishankar C, Williams IA, Dunbar-Masterson C, Atz AM, Colan S, Minich LL, Pizarro C, Kanter KR, Jaggers J, Jacobs JP, Krawczeski CD, Pike N, McCrindle BW, Virzi L, Gaynor JW, Pediatric Heart Network I (2010) Comparison of shunt types in the Norwood procedure for single-ventricle lesions. N Engl J Med 362:1980–1992

5. Ghanayem NS, Hoffman GM, Mussatto KA, Cava JR, Frommelt PC, Rudd NA, Steltzer MM, Bevandic SM, Frisbee SS, Jaquiss RD, Litwin SB, Tweddell JS (2003) Home surveillance program prevents interstage mortality after the Norwood procedure. J Thorac Cardiovasc Surg 126:1367–1377

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