List of works - Marek J. Druzdzel

A Bayesian Network Interpretation of the Cox's Proportional Hazard Model

scientific article published on 05 October 2018

A method for evaluating elicitation schemes for probabilistic models

scientific article published on 01 January 2002

A new Bayesian network-based risk stratification model for prediction of short-term and long-term LVAD mortality

scientific article published on May 2015

Application of Bayesian network modeling to pathology informatics

scientific article published on 19 November 2018

Bayesian Networks for Risk Prediction Using Real-World Data: A Tool for Precision Medicine

scientific article published on 15 March 2019

Bayesian network models with decision tree analysis for management of childhood malaria in Malawi

scientific article published on 17 May 2021

Bayesian network-based framework for exposure-response study design and interpretation

scientific article published on 22 March 2019

Cardiac Health Risk Stratification System (CHRiSS): a Bayesian-based decision support system for left ventricular assist device (LVAD) therapy

scientific article

Development and Preliminary Feasibility Testing of a Decision Support Tool for Childhood Anxiety Treatment

scientific article published on 21 July 2017

Development of a hybrid decision support model for optimal ventricular assist device weaning.

scientific article published in September 2010

How to interpret the results of medical time series data analysis: Classical statistical approaches versus dynamic Bayesian network modeling

scientific article

Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems

scientific article published on 5 March 2013

Modeling Women's Menstrual Cycles using PICI Gates in Bayesian Network

scientific article published on March 2016

Performance Budget Planning: The Case of a Research University

scientific article published on 13 February 2018

Probabilistic Graphical Modeling for Estimating Risk of Coronary Artery Disease: Applications of a Flexible Machine-Learning Method

scientific article published on 16 October 2019

Risk stratification in pulmonary arterial hypertension using Bayesian analysis

scientific article published on 04 May 2020

The Pittsburgh Cervical Cancer Screening Model: a risk assessment tool

scientific article published in May 2010

Validation workflow for a clinical Bayesian network model in multidisciplinary decision making in head and neck oncology treatment.

scientific article published on 15 February 2017

Verbal Expressions of Probability in Informed Consent Litigation ⬇️

scientific article published on October 1, 1991

List of works by Marek J. Druzdzel