PAMBAYESIAN (Patient Managed Decision-Support using Bayesian Networks)
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BNs in Healthcare

June 7, 2021 / byScott / 0

PDF McLachlan, S., Paterson, H., Dube, K., Kyrimi, E., Dementiev, E., Neil, M., Daley, B., Hitman, G.A., & Fenton, N. (2020). Real-time Online Probabilistic Medical Computation using Bayesian Networks (No. 2744). Proceedings of the IEEE International Conference on Health Informatics (ICHI 2020). DOI: 10.1109/ICHI48887.2020.9374378

PDF Kyrimi, E., Mossadegh, S., Tai, N., & Marsh, W. (2020). An incremental explanation of inference in Bayesian networks for increasing model trustworthiness and supporting clinical decision making DOI: 10.1016/j.artmed.2020.101812

PDF McLachlan, S., Dube, K., Hitman, G.A., Fenton, N.E., & Kyrimi, E. (2020). Bayesian Networks in Healthcare: Distribution by Medical Condition. Artificial Intelligence in Medicine (AIIM), 107. DOI: 10.1016/j.artmed.2020.101912

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Caremaps and Clinical Documentation
Queen Mary University of London Barts and The London School of Medicine and Dentistry EPSRC
  • – Stages in Developing a Medical BN
  • Background Material
  • Bayesian Network Basics
  • Blog
  • BNs in Healthcare
  • Caremaps and Clinical Documentation
  • Case Study: Atrial Fibrillation
  • Case Study: Gestational Diabetes
  • Case Study: Rheumatoid arthritis
  • COVID
  • Expert Elicitation
  • GDM Case Study
  • Home
  • Learning Health Systems
  • Links
  • Overview
  • PhD Dissertations
  • Posters
  • Presentations
  • Prototype Study: Cardiac Incident Monitor
  • Publications
  • RA Case Study
  • Sample Page
  • Synthetic Health Data
  • Team
  • Working Papers