Rough Set Methodology in Clinical Practice: Controlled Hospital Trial of the MET System. - Ken Farion; Wojtek Michalowski; Roman Slowinski; Szymon Wilk; Steven Rubin (Rough Sets and Current Trends in Computing, 2004)

Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System. - Jerzy Blaszczynski; Ken Farion; Wojtek Michalowski; Szymon Wilk; Steven Rubin; Dawid Weiss (AIME, 2005)

Decision Making by Emergency Room Physicians and Residents: Results From a Clinical Trial. - Ken Farion; Michael J. Hine; Wojtek Michalowski; Szymon Wilk (AMCIS, 2006)

Developing a Decision Model for Asthma Exacerbations: Combining Rough Sets and Expert-Driven Selection of Clinical Attributes. - Ken Farion; Wojtek Michalowski; Szymon Wilk (RSCTC, 2006)

A Concept-Based Framework for Retrieving Evidence to Support Emergency Physician Decision Making at the Point of Care. - Dympna O'Sullivan; Ken Farion; Stan Matwin; Wojtek Michalowski; Szymon Wilk (K4CARE, 2007)

Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data. - Dympna O'Sullivan; William Elazmeh; Szymon Wilk; Ken Farion; Stan Matwin; Wojtek Michalowski; Morvarid Sehatkar (MCD, 2007)

A Constraint Satisfaction Approach to Data-Driven Implementation of Clinical Practice Guidelines. - Craig E. Kuziemsky; Dympna O'Sullivan; Wojtek Michalowski; Szymon Wilk; Ken Farion (AMIA, 2008)

Engineering of a Clinical Decision Support Framework for the Point of Care Use. - Szymon Wilk; Wojtek Michalowski; Dympna O'Sullivan; Ken Farion; Stan Matwin (AMIA, 2008)

Prospective evaluation of the MET-AP system providing triage plans for acute pediatric abdominal pain. - Ken Farion; Wojtek Michalowski; Steven Rubin; Szymon Wilk; Rhonda Correll; Isabelle Gaboury (Int. J. Medical Informatics, 2008)

Decision Making by Emergency Room Physicians and Residents: Implications for the Design of Clinical Decision Support Systems. - Michael J. Hine; Ken Farion; Wojtek Michalowski; Szymon Wilk (Int. J. Heal. Inf. Syst. Informatics, 2009)

Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity. - Marisela Mainegra Hing; Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Ken Farion (BIBM Workshops, 2010)

Representing clinical documents to support automatic retrieval of evidence from the Cochrane Library. - Dympna O'Sullivan; Wojtek Michalowski; Martin Michalowski; Szymon Wilk; Ken Farion (BIBM Workshops, 2010)

MET3-AE System to Support Management of Pediatric Asthma Exacerbation in the Emergency Department. - Szymon Wilk; Wojtek Michalowski; Ken Farion; Jelber Sayyad-Shirabad (MedInfo, 2010)

Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data. - William Klement; Szymon Wilk; Martin Michalowski; Ken Farion (RSCTC, 2010)

Automatic indexing and retrieval of encounter-specific evidence for point-of-care support. - Dympna O'Sullivan; Szymon Wilk; Wojtek Michalowski; Ken Farion (J. Biomed. Informatics, 2010)

A Tree-Based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children. - Ken Farion; Wojtek Michalowski; Szymon Wilk; Dympna O'Sullivan; Stan Matwin (J. Medical Syst., 2010)

A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity. - Martin Michalowski; Marisela Mainegra Hing; Szymon Wilk; Wojtek Michalowski; Ken Farion (AIME, 2011)

Discovering the Preferences of Physicians with Regards to Rank-Ordered Medical Documents. - Dympna O'Sullivan; Szymon Wilk; Wojtek Michalowski; Roman Slowinski; Roland Thomas; Ken Farion (IPMU (3), 2012)

Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers. - William Klement; Szymon Wilk; Wojtek Michalowski; Ken Farion; Martin H. Osmond; Vedat Verter (Artif. Intell. Medicine, 2012)

Implementing an Integrative Multi-agent Clinical Decision Support System with Open Source Software. - Jelber Sayyad-Shirabad; Szymon Wilk; Wojtek Michalowski; Ken Farion (J. Medical Syst., 2012)

Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines. - Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Di Lin 001; Ken Farion; Subhra Mohapatra (AIME, 2013)

Evaluating Emergency Physicians: Data Envelopment Analysis Approach. - Javier Fiallos; Ken Farion; Wojtek Michalowski; Jonathan Patrick (AMIA, 2013)

Using PICO to Align Medical Evidence with MDs Decision Making Models. - Dympna O'Sullivan; Szymon Wilk; Wojtek Michalowski; Ken Farion (MedInfo, 2013)

Clinical Practice Guidelines and Comorbid Diseases: A MiniZinc Representation of Guideline Models for Mitigating Adverse Interactions. - Szymon Wilk; Martin Michalowski; Wojtek Michalowski; Ken Farion; Di Lin 001; Marisela Mainegra Hing; Subhra Mohapatra (MedInfo, 2013)

Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming. - Szymon Wilk; Wojtek Michalowski; Martin Michalowski; Ken Farion; Marisela Mainegra Hing; Subhra Mohapatra (J. Biomed. Informatics, 2013)

Application of Preprocessing Methods to Imbalanced Clinical Data: An Experimental Study. - Szymon Wilk; Jerzy Stefanowski; Szymon Wojciechowski; Ken J. Farion; Wojtek Michalowski (ITIB (1), 2016)

Performance evaluation of emergency department physicians using robust value-based additive efficiency model. - Anna Labijak-Kowalska; Milosz Kadzinski; Inga Spychala; Luis C. Dias; Javier Fiallos; Jonathan Patrick; Wojtek Michalowski; Ken Farion (Int. Trans. Oper. Res., 2023)