Wojtek Michalowski
Orcid: 0000-0002-9198-6439
According to our database1,
Wojtek Michalowski
authored at least 81 papers
between 1987 and 2023.
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Bibliography
2023
A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support.
J. Biomed. Informatics, June, 2023
Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions.
Artif. Intell. Medicine, January, 2023
Performance evaluation of emergency department physicians using robust value-based additive efficiency model.
Int. Trans. Oper. Res., 2023
Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines.
Artif. Intell. Medicine, 2023
ProVolOne - Protein Volume Prediction Using a Multi-attention, Multi-resolution Deep Neural Network and Finite Element Analysis.
Proceedings of the Machine Learning, Optimization, and Data Science, 2023
2022
Health Informatics J., 2022
IEEE Access, 2022
Adapting to Complexity: Deep Learnable Architecture for Protein-protein Interaction Predictions.
Proceedings of the Machine Learning, Optimization, and Data Science, 2022
Proceedings of the Artificial Intelligence in Medicine, 2022
2021
CoRR, 2021
MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines.
Artif. Intell. Medicine, 2021
Proceedings of the 29th IEEE International Requirements Engineering Conference Workshops, 2021
Online Semi-supervised Learning from Evolving Data Streams with Meta-features and Deep Reinforcement Learning.
Proceedings of the Machine Learning, Optimization, and Data Science, 2021
Paying Attention: Using a Siamese Pyramid Network for the Prediction of Protein-Protein Interactions with Folding and Self-Binding Primary Sequences.
Proceedings of the International Joint Conference on Neural Networks, 2021
Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the Artificial Intelligence in Medicine, 2021
2020
An ontology-driven framework to support the dynamic formation of an interdisciplinary healthcare team.
Int. J. Medical Informatics, 2020
Decis. Support Syst., 2020
Multi-class imbalanced semi-supervised learning from streams through online ensembles.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
2019
INFORMS J. Appl. Anal., 2019
How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores?
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
2018
Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management.
J. Medical Syst., 2018
Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression Management.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
2017
Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines.
J. Biomed. Informatics, 2017
Proceedings of the E-Technologies: Embracing the Internet of Things, 2017
Supporting process execution by interdisciplinary healthcare teams: Middleware design for IBM BPM.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System.
J. Medical Syst., 2016
Application of Preprocessing Methods to Imbalanced Clinical Data: An Experimental Study.
Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016
Aligning Interdisciplinary Healthcare Team Behavior with Workflow Execution: An Example of a Radical Prostatectomy Workflow.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016
Proceedings of the AMIA 2016, 2016
2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Developing the Pathologists' Monthly Assignment Schedule: A Case Study at the Division of Anatomical Pathology of The Ottawa Hospital.
Proceedings of the AMIA 2015, 2015
Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences.
Proceedings of the AMIA 2015, 2015
2014
Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions.
Proceedings of the Knowledge Representation for Health Care - 6th International Workshop, 2014
Proceedings of the Business Process Management Workshops, 2014
First-Order Logic Theory for Manipulating Clinical Practice Guidelines Applied to Comorbid Patients: A Case Study.
Proceedings of the AMIA 2014, 2014
A Framework for Incorporating Patient Preferences to Deliver Participatory Medicine via Interdisciplinary Healthcare Teams.
Proceedings of the AMIA 2014, 2014
Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014
2013
Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming.
J. Biomed. Informatics, 2013
Special section on behavioral considerations in developing and applying operations research models.
Ann. Oper. Res., 2013
Clinical Practice Guidelines and Comorbid Diseases: A MiniZinc Representation of Guideline Models for Mitigating Adverse Interactions.
Proceedings of the MEDINFO 2013, 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the AMIA 2013, 2013
Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines.
Proceedings of the Artificial Intelligence in Medicine, 2013
2012
Implementing an Integrative Multi-agent Clinical Decision Support System with Open Source Software.
J. Medical Syst., 2012
Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers.
Artif. Intell. Medicine, 2012
Discovering the Preferences of Physicians with Regards to Rank-Ordered Medical Documents.
Proceedings of the Advances in Computational Intelligence, 2012
Application of Activity Theory to Elicitation of User Requirements for a Computerized Clinical Practice Guideline: the Actcpg Conceptual Framework.
Proceedings of the 20th European Conference on Information Systems, 2012
2011
A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity.
Proceedings of the Artificial Intelligence in Medicine, 2011
Proceedings of the Advances in Artificial Intelligence, 2011
2010
A Tree-Based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children.
J. Medical Syst., 2010
Automatic indexing and retrieval of encounter-specific evidence for point-of-care support.
J. Biomed. Informatics, 2010
MET3-AE System to Support Management of Pediatric Asthma Exacerbation in the Emergency Department.
Proceedings of the MEDINFO 2010, 2010
Representing clinical documents to support automatic retrieval of evidence from the Cochrane Library.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
2009
Decision Making by Emergency Room Physicians and Residents: Implications for the Design of Clinical Decision Support Systems.
Int. J. Heal. Inf. Syst. Informatics, 2009
2008
Prospective evaluation of the MET-AP system providing triage plans for acute pediatric abdominal pain.
Int. J. Medical Informatics, 2008
Proceedings of the AMIA 2008, 2008
A Constraint Satisfaction Approach to Data-Driven Implementation of Clinical Practice Guidelines.
Proceedings of the AMIA 2008, 2008
2007
Designing man-machine interactions for mobile clinical systems: MET triage support using Palm handhelds.
Eur. J. Oper. Res., 2007
Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data.
Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007
A Concept-Based Framework for Retrieving Evidence to Support Emergency Physician Decision Making at the Point of Care.
Proceedings of the Knowledge Management for Health Care Procedures, 2007
2006
Developing a Decision Model for Asthma Exacerbations: Combining Rough Sets and Expert-Driven Selection of Clinical Attributes.
Proceedings of the Rough Sets and Current Trends in Computing, 2006
Proceedings of the 39th Hawaii International International Conference on Systems Science (HICSS-39 2006), 2006
Decision Making by Emergency Room Physicians and Residents: Results From a Clinical Trial.
Proceedings of the Connecting the Americas. 12th Americas Conference on Information Systems, 2006
2005
Eur. J. Oper. Res., 2005
Proceedings of the Artificial Intelligence in Medicine, 2005
2004
Rough Set Methodology in Clinical Practice: Controlled Hospital Trial of the MET System.
Proceedings of the Rough Sets and Current Trends in Computing, 2004
Triage of Acute Abdominal Pain in Childhood: Clinical Use of a Palm Handheld in a Pediatric Emergency Department.
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004
2003
Eur. J. Oper. Res., 2003
1999
Searching for psychologically stable solutions of multiple criteria decision problems.
Eur. J. Oper. Res., 1999
1992
Oper. Res., 1992
1989
Comput. Oper. Res., 1989
1988
IEEE Trans. Syst. Man Cybern., 1988
1987
A Logic-Based Tools for Negotiation Support.
Proceedings of the 1987 Symposium on Logic Programming, San Francisco, California, USA, August 31, 1987