W. Michalowski

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Integrated Systems Analysis for Marine Site Evaluations and Multicriteria Decision Support for Coastal Aquaculture

D. Lane, W. Michalowski, R. Stephenson, 2008 .

Efficient Solutions and Bounds on Tradeoffs

W. Michalowski, I. Kaliszewski, 1997 .

A Concept-Based Framework for Retrieving Evidence to Support Emergency Physician Decision Making at the Point of Care

Stan Matwin, Dympna O'Sullivan, Szymon Wilk, 2007, K4CARE.

Supporting an Interdisciplinary Healthcare Team with a Multi-Agent System

W. Michalowski, C. Kuziemsky, S. Wilk, 2016 .

ActCPG framework to learn about information user requirements of a clinical practice guideline

W. Michalowski, C. Kuziemsky, P. Andreev, 2012 .

Reconciling pairs of concurrently used clinical practice guidelines using Constraint Logic Programming.

W. Michalowski, K. Farion, S. Wilk, 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Development of a Decision Algorithm to Support Emergency Triage of Scrotal Pain and its Implementation in the met system

W. Michalowski, R. Słowiński, K. Farion, 2005 .

Triage of the child with abdominal pain: A clinical algorithm for emergency patient management.

W. Michalowski, R. Słowiński, S. Wilk, 2001, Paediatrics & child health.

Use Of Rough Sets Analysis To Classify Siberian Forest Ecosystems According To Net Primary Production Of Phytomass

S. Nilsson, W. Michalowski, R. Słowiński, 2000 .

Identification of Biodiversity and Other Forest Attributes for Sustainable Forest Management: Siberian Forest Case Study

S. Nilsson, W. Michalowski, R. Słowiński, 1998 .

Identifying Regularities in Stock Portfolio Tilting

W. Michalowski, R. Słowiński, R. Susmaga, 1997 .

Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity

W. Michalowski, K. Farion, S. Wilk, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW).

Reconciliation of concurrently applied clinical practice guidelines using Constraint Logic Programming

W. Michalowski, K. Farion, M. Michalowski, 2011, Proceedings of the 6th International Symposium on Health Informatics and Bioinformatics.

Extending the MAD portfolio optimization model to incorporate downside risk aversion

W. Michalowski, W. Ogryczak, 2001 .

Learning the Preferences of Physicians for the Organization of Result Lists of Medical Evidence Articles

W. Michalowski, R. Słowiński, D. O'Sullivan, 2014, Methods of Information in Medicine.

An interactive procedure for learning about preferences: Case study of a portfolio manager

W. Michalowski, V. Jog, 1994 .

Psychological Stability of Solutions in the Multiple Criteria Decision Problems

W. Michalowski, I. Kaliszewski, 1997 .

Expanding usability analysis with intrinsic motivation concepts to learn about CDSS adoption: a case study

W. Michalowski, D. O'Sullivan, K. Farion, 2014 .

Assessing the motivation of MDs to use computer-based support at the point-of-care in the Emergency Department.

Craig E Kuziemsky, W. Michalowski, C. Kuziemsky, 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Using a Bayesian belief network model to categorize length of stay for radical prostatectomy patients

Wojtek Michalowski, Szymon Wilk, Anthony Thijssen, 2006, Health care management science.

Design and Development of a Mobile System for Supporting Emergency Triage

R Slowinski, W Michalowski, S Wilk, 2005, Methods of Information in Medicine.

A Data- and Expert-driven Decision Support Framework for Helping Patients Adhere to Therapy: Psychobehavioral Targets and Associated Interventions

Dympna O'Sullivan, Wojtek Michalowski, Mor Peleg, 2017 .

MET 3 : AN INTEGRATIVE OPEN SOURCE BASED MULTI-AGENT CLINICAL DECISION SUPPORT SYSTEM

W. Michalowski, K. Farion, S. Wilk, 2009 .

MET system: a new approach to m-health in emergency triage.

Wojtek Michalowski, Szymon Wilk, Roman Slowinski, 2004, Studies in health technology and informatics.

MRWP-05 / 2004 Integrating Clinical Decision Algorithms and MHealth Solutions to Support Emergency Triage of Scrotal Pain

W. Michalowski, 2004 .

A Multiagent System to Support an Interdisciplinary Healthcare Team : a Case Study of Clinical Obesity Management in Children

W. Michalowski, C. Kuziemsky, S. Wilk, 2013 .

Dealing with Severely Imbalanced Data

W. Michalowski, S. Matwin, S. Wilk, 2009 .

Mobile Triage Support System for Pediatric Emergencies

W. Michalowski, S. Rubin, 2001 .

IR-98-070 / September Establishing Regret Attitude of a Decision Maker within the MCDM Modelling Framework

W. Michalowski, I. Kaliszewski, 1998 .

Aligning Interdisciplinary Healthcare Team Behavior with Workflow Execution: An Example of a Radical Prostatectomy Workflow

Dympna O'Sullivan, Szymon Wilk, Craig E. Kuziemsky, 2016, 2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS).

Tele-triage of Child with Abdominal Pain Using the Internet-based Decision Support System

W. Michalowski, R. Słowiński, S. Rubin, 2001 .

Architectural frameworks: defining the structures for implementing learning health systems

W. Michalowski, A. Grudniewicz, M. Fung-Kee-Fung, 2017, Implementation Science.

Business school teams up with clinical innovators: An opportunity for health system transformation

W. Michalowski, M. Fung-Kee-Fung, 2019, Healthcare management forum.

Using attribute trade-off information in investment

Wojtek Michalowski, Ignacy Kaliszewski, W. Michalowski, 1999 .

Decision Making by Emergency Room Physicians and Residents: Results From a Clinical Trial

Wojtek Michalowski, Ken Farion, Szymon Wilk, 2006, AMCIS.

Are artificial neural networks worth considering

Wojtek Michalowski, R. Thomas, Vijay M. Jog, 1998 .

A Logic-Based Tools for Negotiation Support

Stan Matwin, Gregory E. Kersten, Wojtek Michalowski, 1987, International Conference on Spoken Language Processing.

Negotiation Modelling and Support: Expanding the DSS Paradigm

Gregory E. Kersten, Wojtek Michalowski, W. Michalowski, 1993 .

Developing a Decision Model for Asthma Exacerbations: Combining Rough Sets and Expert-Driven Selection of Clinical Attributes

Wojtek Michalowski, Ken Farion, Szymon Wilk, 2006, RSCTC.

Sequential Decision Making and Restructurable Modelling

Gregory E. Kersten, Wojtek Michalowski, Stan Szpakowicz, 1992 .

A Virtual Patient Navigation Application for Lung Cancer Assessment Patients

H. T. Mouftah, Daniel Amyot, Gursimran Singh Chandhoke, 2017, MCETECH.

Special section on behavioral considerations in developing and applying operations research models

Wojtek Michalowski, Hannele Wallenius, W. Michalowski, 2013, Ann. Oper. Res..

A Symbolic Approach to Computer-assisted Preference Elicitation

Wojtek Michalowski, Geoff Mallory, W. Michalowski, 1989 .

Data Requirements for a Patient-Centered Learning Health System

Wojtek Michalowski, Antoine Sauré, Lysanne Lessard, 2019, AMIA.

Is There a Consensus when Physicians Evaluate the Relevance of Retrieved Systematic Reviews?

Dympna O'Sullivan, Wojtek Michalowski, Ken Farion, 2016, Methods of Information in Medicine.

DEVELOPING AN EMERGENCY ROOM DIAGNOSTIC CHECK LIST USING ROUGH SETS : A CASE STUDY OF APPENDICITIS

Wojtek Michalowski, Steven Rubin, Roman Slowinski, 1996 .

An analytic basis for decision support in negotiations

Gregory E. Kersten, Wojtek Michalowski, David Cray, 1991 .

A cooperative expert system for negotiation with a hostage-taker

Gregory E. Kersten, Wojtek Michalowski, W. Michalowski, 1990 .

A Tree-Based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children

Stan Matwin, Dympna O'Sullivan, Szymon Wilk, 2010, Journal of Medical Systems.

A scoping review of complication prediction models in spinal surgery: An analysis of model development, validation and impact

W. Michalowski, P. Phan, E. Wai, 2022, North American Spine Society journal.

Geometric Deep Learning for Protein–Protein Interaction Predictions

W. Michalowski, E. Paquet, H. Viktor, 2022, IEEE Access.

Using Trade-off Information in Attributes' Investing

W. Michalowski, I. Kaliszewski, V. Jog, 1998 .

Protein–protein interaction prediction with deep learning: A comprehensive review

W. Michalowski, H. Viktor, D. Spinello, 2022, Computational and structural biotechnology journal.

Identifying Important Attributes for the Siberian Forests Management Using Rough Sets Analysis

Szymon Wilk, Wojtek Michalowski, Roman Słowiński, 2002 .

Tree-based local explanations of machine learning model predictions, AraucanaXAI

W. Michalowski, R. Bellazzi, S. Wilk, 2021, Artif. Intell. Medicine.

Using data envelopment analysis for assessing the performance of pediatric emergency department physicians

W. Michalowski, J. Patrick, K. Farion, 2015, Health Care Management Science.

ProtInteract: A deep learning framework for predicting protein–protein interactions

W. Michalowski, H. Viktor, D. Spinello, 2023, Computational and structural biotechnology journal.

Paying Attention: Using a Siamese Pyramid Network for the Prediction of Protein-Protein Interactions with Folding and Self-Binding Primary Sequences

Herna L. Viktor, Wojtek Michalowski, Eric Paquet, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Using PICO to Align Medical Evidence with MDs Decision Making Models

Dympna O'Sullivan, Wojtek Michalowski, Ken Farion, 2013, MedInfo.

Classifying Severely Imbalanced Data

Stan Matwin, Wojtek Michalowski, Szymon Wilk, 2011, Canadian Conference on AI.

Dealing with Severely Imbalanced Data

W. Michalowski, S. Matwin, S. Wilk, 2009 .

A Task-based Support Architecture for Developing Point-of-care Clinical Decision Support Systems for the Emergency Department

W Michalowski, C Kuziemsky, S Wilk, 2012, Methods of Information in Medicine.

Predicting the Need for Ct Imaging in Children with Minor Head Injury Using an Ensemble of Naive Bayes Classifiers

Vedat Verter, Wojtek Michalowski, Ken Farion, 2022 .

Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data

Stan Matwin, Dympna O'Sullivan, Szymon Wilk, 2007, MCD.

Developing a pneumonia diagnosis ontology from multiple knowledge sources

W. Michalowski, M. Iglewski, Sabrina Azzi, 2022, Health Informatics J..

A Health eLearning Ontology and Procedural Reasoning Approach for Developing Personalized Courses to Teach Patients about Their Medical Condition and Treatment

W. Michalowski, M. Peleg, S. Wilk, 2021, International journal of environmental research and public health.

Decision Making by Emergency Room Physicians and Residents: Implications for the Design of Clinical Decision Support Systems

Wojtek Michalowski, Ken Farion, Szymon Wilk, 2009, Int. J. Heal. Inf. Syst. Informatics.

A Bi-Reference Procedure for Interactive Multiple Criteria Programming

Wojtek Michalowski, Tomasz Szapiro, W. Michalowski, 1992, Oper. Res..

MET4: Supporting Workflow Execution for Interdisciplinary Healthcare Teams

Daniel Amyot, Craig E. Kuziemsky, Wojtek Michalowski, 2014, Business Process Management Workshops.

A decision support system for home dialysis visit scheduling and nurse routing

Wojtek Michalowski, Antoine Sauré, Ahmet Kandakoglu, 2020, Decis. Support Syst..

Prospective evaluation of the MET-AP system providing triage plans for acute pediatric abdominal pain

Wojtek Michalowski, Ken Farion, Steven Rubin, 2008, Int. J. Medical Informatics.

Supporting triage of children with abdominal pain in the emergency room

Wojtek Michalowski, Szymon Wilk, Salvatore Greco, 2005, Eur. J. Oper. Res..

Mobile Emergency Triage Support System

Wojtek Michalowski, Szymon Wilk, Roman Slowinski, 2004, AAAI.

Triage of acute abdominal pain in childhood: clinical use of a palm handheld in a pediatric emergency department

Wojtek Michalowski, Steven Rubin, Szymon Wilk, 2004, 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the.

Restructurable representations of negotiation

Gregory E. Kersten, Wojtek Michalowski, Stan Szpakowicz, 1991 .

An ontology-driven framework to support the dynamic formation of an interdisciplinary healthcare team

Daniel Amyot, Szymon Wilk, Wojtek Michalowski, 2020, Int. J. Medical Informatics.

Testing the Cultural Cognition Hypothesis in a Canadian Undergraduate Student Population

W. Michalowski, 2014 .

Application of Activity Theory to Elicitation of User Requirements for a Computerized Clinical Practice Guideline: the Actcpg Conceptual Framework

Craig E. Kuziemsky, Wojtek Michalowski, Pavel Andreev, 2012, ECIS.

A Community-of-Practice-based Evaluation Methodology for Knowledge Intensive Computational Methods and its Application to Multimorbidity Decision Support.

W. Michalowski, I. Hochberg, P. Terenziani, 2023, Journal of biomedical informatics.

MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning

Wojtek Michalowski, Szymon Wilk, Martin Michalowski, 2021, AIME.

Engineering of a Clinical Decision Support Framework for the Point of Care Use

Stan Matwin, Dympna O'Sullivan, Szymon Wilk, 2008, AMIA.

Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines

Szymon Wilk, Wojtek Michalowski, Martin Michalowski, 2017, J. Biomed. Informatics.

Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences

Wojtek Michalowski, Szymon Wilk, Martin Michalowski, 2015, AMIA.

Mobile clinical support system for pediatric emergencies

Wojtek Michalowski, Steven Rubin, Szymon Wilk, 2003, Decis. Support Syst..

Barriers and enablers to a physician-delivered educational initiative to reduce low-acuity visits to the pediatric emergency department

W. Michalowski, S. Chreim, K. Farion, 2018, PloS one.

Bayesian Belief Network Model of the Radical Prostatectomy Pathway

Wojtek Michalowski, Szymon Wilk, Mingmei Li, 2006, Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS'06).

Evaluation Of A Multiple Criteria Interactive Programming Approach: An Experiment

Wojtek Michalowski, W. Michalowski, 1987 .

Comparing predictions made by a prediction model, clinical score, and physicians

W Michalowski, J Sayyad-Shirabad, S Wilk, 2013, Applied Clinical Informatics.

Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines

W. Michalowski, S. Wilk, M. Michalowski, 2023, Artif. Intell. Medicine.

Tree-based local explanations of machine learning model predictions, AraucanaXAI pdf

Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi, 2021, ArXiv.

Representing the negotiation process with a rule-based formalism

Stan Matwin, Gregory E. Kersten, Wojtek Michalowski, 1988 .

Negoplan: an expert system shell for negotiation support

Stan Matwin, Gregory E. Kersten, Wojtek Michalowski, 1989, IEEE Expert.

Clinical Decision Making by Emergency Room Physicians and Residents

Wojtek Michalowski, Ken Farion, Szymon Wilk, 2008 .

Automated Pathologist Scheduling at The Ottawa Hospital

Wojtek Michalowski, Jonathan Patrick, Diponkar Banerjee, 2019, INFORMS J. Appl. Anal..

Representing Drug Classes for Mitigating Concurrently Applied CPGs

Wojtek Michalowski, Szymon Wilk, Martin Michalowski, 2018, AMIA.

Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System

Daniel Amyot, Szymon Wilk, Craig E. Kuziemsky, 2015, Journal of Medical Systems.

MET3: AN INTEGRATIVE OPEN SOURCE BASED MULTI-AGENT CLINICAL DECISION SUPPORT SYSTEM

Szymon Wilk, Wojtek Michalowski, Ken Farion, 2009 .

Clinical Decision Support System for Point of Care Use

W Michalowski, K Farion, S Wilk, 2009, Methods of Information in Medicine.

Designing man-machine interactions for mobile clinical systems: MET triage support using Palm handhelds

Marta Kersten, Wojtek Michalowski, Szymon Wilk, 2007, Eur. J. Oper. Res..

Searching for psychologically stable solutions of multiple criteria decision problems

Wojtek Michalowski, Ignacy Kaliszewski, W. Michalowski, 1999, Eur. J. Oper. Res..

A Hybrid Interactive Technique For The MCDM Problems

Gregory E. Kersten, Wojtek Michalowski, Ignacy Kaliszewski, 1997 .

Rough Set Methodology in Clinical Practice: Controlled Hospital Trial of the MET System

Wojtek Michalowski, Ken Farion, Steven Rubin, 2004, Rough Sets and Current Trends in Computing.

Implementing an Integrative Multi-agent Clinical Decision Support System with Open Source Software

Szymon Wilk, Wojtek Michalowski, Ken Farion, 2012, Journal of Medical Systems.

Automatic indexing and retrieval of encounter-specific evidence for point-of-care support

Dympna O'Sullivan, Szymon Wilk, Wojtek Michalowski, 2010, J. Biomed. Informatics.

Performance evaluation of emergency department physicians using robust value-based additive efficiency model

W. Michalowski, L. Dias, J. Patrick, 2021, Int. Trans. Oper. Res..

Supporting Decision Processes: An Approach and Two Examples

Gregory E. Kersten, Wojtek Michalowski, W. Michalowski, 1990 .

Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System

Dawid Weiss, Wojtek Michalowski, Ken Farion, 2005, AIME.

Interaction design for mobile clinical decision support systems: the MET system solutions

Marta Kersten, Wojtek Michalowski, Syzmon Wilk, 2007 .

Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines

Wojtek Michalowski, Di Lin, Ken Farion, 2013, AIME.

Incorporating Laboratory Values Into a Machine Learning Model Improves In-Hospital Mortality Predictions After Rapid Response Team Call

W. Michalowski, S. Wilk, P. Tanuseputro, 2019, Critical care explorations.

Insights from Predicting Pediatric Asthma Exacerbations from Retrospective Clinical Data

Stan Matwin, Wojtek Michalowski, Ken Farion, 2007 .

Primary sequence based protein–protein interaction binder generation with transformers

W. Michalowski, H. Viktor, Eric Paquet, 2023, Complex & Intelligent Systems.

Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers

W. Michalowski, V. Verter, S. Wilk, 2012, Artif. Intell. Medicine.

Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management

Wojtek Michalowski, Szymon Wilk, Mor Peleg, 2018, Journal of Medical Systems.

Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines

W. Michalowski, S. Wilk, D. Rosu, 2017, J. Biomed. Informatics.

Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming

Wojtek Michalowski, Ken Farion, Szymon Wilk, 2013, J. Biomed. Informatics.

First-Order Logic Theory for Manipulating Clinical Practice Guidelines Applied to Comorbid Patients: A Case Study

Wojtek Michalowski, Xing Tan, Szymon Wilk, 2014, AMIA.

Designing Interactions for Mobile Clinical Decision Support Systems: The MET System Perspective

Marta Kersten, Wojtek Michalowski, Szymon Wilk, 2004 .

A Task-based Support Architecture for Developing Point-of-care Clinical Decision Support Systems for the Emergency Department

W. Michalowski, C. Kuziemsky, K. Farion, 2012, Methods of Information in Medicine.

A Task-based Support Architecture for Developing Point-of-care Clinical Decision Support Systems for the Emergency Department Fig. 1. a Task-based Emergency Workflow Model

W. Michalowski, C. Kuziemsky, J. S. Shirabad, 2022 .

A Multiagent System to Support an Interdisciplinary Healthcare Team : a Case Study of Clinical Obesity Management in Children

W. Michalowski, C. Kuziemsky, S. Wilk, 2013 .

Multi-class imbalanced semi-supervised learning from streams through online ensembles

W. Michalowski, H. Viktor, P. Vafaie, 2020, 2020 International Conference on Data Mining Workshops (ICDMW).

Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System

W. Michalowski, C. Kuziemsky, Daniel Amyot, 2015, Journal of Medical Systems.

Clinical Decision Support System for Point of Care Use

W. Michalowski, K. Farion, S. Wilk, 2009, Methods of Information in Medicine.

How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores?

Wojtek Michalowski, Szymon Wilk, Martin Michalowski, 2019, AMIA.

AFGuide System to Support Personalized Management of Atrial Fibrillation

Dympna O'Sullivan, Szymon Wilk, Wojtek Michalowski, 2017, AAAI Workshops.