Zane Perkins

Orcid: 0000-0003-4807-8803

According to our database1, Zane Perkins authored at least 9 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Updating and recalibrating causal probabilistic models on a new target population.
J. Biomed. Informatics, January, 2024

Explainable AI: Definition and attributes of a good explanation for health AI.
CoRR, 2024

2023
A Process for Evaluating Explanations for Transparent and Trustworthy AI Prediction Models.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2018
Development of a discrete event simulation model for evaluating strategies of red blood cell provision following mass casualty events.
Eur. J. Oper. Res., 2018

2017
Clinical evidence framework for Bayesian networks.
Knowl. Inf. Syst., 2017

2014
Combining data and meta-analysis to build Bayesian networks for clinical decision support.
J. Biomed. Informatics, 2014

Not just data: A method for improving prediction with knowledge.
J. Biomed. Informatics, 2014

Explicit Evidence for Prognostic Bayesian Network Models.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

2013
Predicting Latent Variables with Knowledge and Data: A Case Study in Trauma Care.
Proceedings of the 2013 UAI Application Workshops: Big Data meet Complex Models and Models for Spatial, 2013


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