This paper is in the following e-collection/theme issue:

Digital Health, Telehealth and e-Innovation in Clinical Settings (402) Clinical Information and Decision Making (1411)

Published on in Vol 1, No 2 (2012): Jul-Dec

Using Machine-Learned Bayesian Belief Networks to Predict Perioperative Risk of Clostridium Difficile Infection Following Colon Surgery

Using Machine-Learned Bayesian Belief Networks to Predict Perioperative Risk of Clostridium Difficile Infection Following Colon Surgery

Using Machine-Learned Bayesian Belief Networks to Predict Perioperative Risk of Clostridium Difficile Infection Following Colon Surgery

Authors of this article:

Scott Steele1 ;   Anton Bilchik2 ;   John Eberhardt3 ;   Philip Kalina3 ;   Aviram Nissan4 ;   Eric Johnson1 ;   Itzhak Avital5 ;   Alexander Stojadinovic6
Article Authors Cited by (7) Tweetations Metrics

Journals

  1. Attallah O, Ma X. Bayesian neural network approach for determining the risk of re-intervention after endovascular aortic aneurysm repair. Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine 2014;228(9):857 View
  2. Kenngott H, Apitz M, Wagner M, Preukschas A, Speidel S, Müller-Stich B. Paradigm shift: cognitive surgery. Innovative Surgical Sciences 2017;2(3):139 View
  3. Rodgers M, Singham D. A Framework for Assessing Disruptions in a Clinical Supply Chain Using Bayesian Belief Networks. Journal of Pharmaceutical Innovation 2020;15(3):467 View
  4. Nandra R, Parry M, Forsberg J, Grimer R. Can a Bayesian Belief Network Be Used to Estimate 1-year Survival in Patients With Bone Sarcomas?. Clinical Orthopaedics and Related Research® 2017;475(6):1681 View
  5. Stevens V, Russo E, Young-Xu Y, Leecaster M, Zhang Y, Zhang C, Yu H, Cai B, Gonzalez E, Gerding D, Lawrence J, Samore M. Identification of patients at risk of Clostridioides difficile infection for enrollment in vaccine clinical trials. Vaccine 2021;39(3):536 View
  6. Tariq R, Malik S, Redij R, Arunachalam S, Faubion W, Khanna S. Machine Learning-Based Prediction Models for Clostridioides difficile Infection: A Systematic Review. Clinical and Translational Gastroenterology 2024;15(6):e1 View

Books/Policy Documents

  1. Vukicevic M, Radovanovic S, Kovacevic A, Stiglic G, Obradovic Z. Knowledge Management in Organizations. View