1.

Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem / Martin Michalowski, Szymon Wilk (WIiT), Wojtek Michalowski, Malvika Rao, Marc Carrier // Journal of Biomedical Informatics - 2024, vol. 156, p. 104681-1-104681-25

Scientific article 100 4

2.

A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support / William Van Woensel, Samson W. Tu, Wojtek Michalowski, Syed Sibte Raza Abidi, Samina Abidi, Jose-Ramon Alonso, Alesssio Bottrighi, Marc Carrier, Ruth Edry, Irit Hochberg, Malvika Rao, Stephen Kingwell, Alexandra Kogan, Mar Marcos, Begoña Martínez Salvador, Martin Michalowski, Luca Piovesan, David Riaño, Paolo Terenziani, Szymon Wilk (WIiT), Mor Peleg // Journal of Biomedical Informatics - 2023, vol. 142, p. 104395-1-104395-16

Scientific article 100 4

3.

Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines / Martin Michalowski, Malvika Rao, Szymon Wilk (WIiT), Wojtek Michalowski, Marc Carrier // Artificial Intelligence in Medicine - 2023, vol. 140, p. 102550-1-102550-11

Scientific article 100 6,1

4.

Performance evaluation of emergency department physicians using robust value-based additive efficiency model / Anna Labijak-Kowalska (WIiT), Miłosz Kadziński (WIiT), Inga Spychała (WIiT), Luis. C. Dias, Javier Fiallos, Jonathan Patrick, Wojtek Michalowski, Ken Farion // International Transactions in Operational Research - 2023, vol. 30, iss. 1, p. 503-544

Scientific article 100 3,1

5.

Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions / Enea Parimbelli, Tommaso Marrio Buonocore, Giovanna Nicora, Wojtek Michalowski, Szymon Wilk (WIiT), Riccardo Bellazzi // Artificial Intelligence in Medicine - 2023, vol. 135, p. 102471-1-102471-9

Scientific article 100 6,1

6.

A Health eLearning Ontology and Procedural Reasoning Approach for Developing Personalized Courses to Teach Patients about Their Medical Condition and Treatment / Martin Michalowski, Szymon Wilk (WIiT), Wojtek Michalowski, Dympna O'Sullivan, Silvia Bonaccio, Enea Parimbelli, Marc Carrier, Grégoire Le Gal, Stephen Kingwell, Mor Peleg // International Journal of Environmental Research and Public Health - 2021, vol. 18, iss. 14, p. 7355-1-7355-28

Scientific article 140 4,614

7.

MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines / Martin Michalowski, Szymon Wilk (WIiT), Wojtek Michalowski, Marc Carrier // Artificial Intelligence in Medicine - 2021, vol. 112, p. 102002-1-102002-19

Scientific article 100 7,011

8.

Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases / Dympna O'Sullivan, William Van Woensel, Szymon Wilk (WIiT), Samson W. Tu, Wojtek Michalowski, Samina Abidi, Marc Carrier, Ruth Edry, Irit Hochberg, Stephen Kingwell, Alexandra Kogan, Martin Michalowski, Hugh O'sullivan, Mor Peleg // AMIA Annual Symposium Proceedings - 2021, vol. 2021, p. 920-929

Scientific article / paper 5 140

9.

An ontology-driven framework to support the dynamic formation of an interdisciplinary healthcare team / Szymon Wilk (WIiT), Mounira Kezadri-Hamiaz, Daniel Amyot, Wojtek Michalowski, Craig Kuziemsky, Nihan Catal, Daniela Rosu, Marc Carrier, Randy Giffen // International Journal of Medical Informatics - 2020, vol. 136, p. 104075-1-104075-12

Scientific article 140 4,046

10.

How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores? / Enea Parimbelli, Szymon Wilk (WI), Dympna O'Sullivan, Stephen Kingwell, Wojtek Michalowski, Martin Michalowski // AMIA Annual Symposium Proceedings - 2019, vol. 2019, p. 699-706

Scientific article / paper 5 140

11.

Incorporating Laboratory Values Into a Machine Learning Model Improves In-Hospital Mortality Predictions After Rapid Response Team Call / Peter Reardon, Enea Parimbelli, Szymon Wilk (WI), Wojtek Michalowski, Kyle Murphy, Jennifer Shen, Brent Herritt, Benjamin Gershkovich, Peter Tanuseputro, Kwadwo Kyeremanteng // Critical Care Explorations - 2019, vol. 1, iss. 7, p. e0023-1-e0023-5

Scientific article 5

12.

Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression Management / Enea Parimbelli, Szymon Wilk (WI), Stephen Kingwell, Pavel Andreev, Wojtek Michalowski // AMIA Annual Symposium Proceedings - 2018, vol. 2018, p. 877-886

Scientific article / paper 15 140

13.

Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines / Szymon Wilk (WI), Martin Michalowski, Wojtek Michalowski, Daniela Rosu, Marc Carrier, Mounira Kezadri-Hamiaz // Journal of Biomedical Informatics - 2017, vol. 66, p. 52-71

Scientific article 40 2,882

14.

Supporting Process Execution by Interdisciplinary Healthcare Teams: Middleware Design for IBM BPM / Nihan Çatal, Daniel Amyot, Wojtek Michalowski, Mounira Kezadri-Hamiaz, Malak Baslyman, Szymon Wilk (WI), Randy Giffen // Procedia Computer Science - 2017, vol. 113, p. 376-383

Scientific article / paper 15

15.

Is There a Consensus when Physicians Evaluate the Relevance of Retrieved Systematic Reviews? / D. O'Sullivan, Szymon Wilk (WI), C. Kuziemsky, W. Michalowski, K. Farion, Bartosz Kukawka (WI) // Methods of Information in Medicine - 2016, vol. 55, iss. 3, p. 292-298

Scientific article 25

16.

Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System / Szymon Wilk (WI), Mounira Kezadri-Hamiaz, Daniela Rosu, Craig Kuziemsky, Wojtek Michalowski, Daniel Amyot, Marc Carrier // Journal of Medical Systems - 2016, vol. 40, iss. 2, p. 42-1-42-12

Scientific article 25

17.

Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences / Martin Michalowski, Szymon Wilk (WI), Daniela Rosu, Mounira Kezadri, Wojtek Michalowski, Marc Carrier // AMIA Annual Symposium Proceedings - 2015, vol. 2015, p. 895-904

Scientific article

18.

Expanding usability analysis with intrinsic motivation concepts to learn about CDSS adoption: a case study / Dympna O'Sullivan, Julie Doyle, Wojtek Michalowski, Szymon Wilk (WI), Roland Thomas, Ken Farion // Health Policy and Technology - 2014, vol. 3, iss. 2, p. 113-125

Scientific article

19.

Learning the preferences of physicians for the organization of result lists of medical evidence articles / D. O'Sullivan, Szymon Wilk (WI), W. Michalowski, Roman Słowiński, R. Thomas, Miłosz Kadziński (WI), K. Farion // Methods of Information in Medicine - 2014, vol. 53, iss. 5, p. 344-356

Scientific article 25 2,248

20.

A task-based support architecture for developing point-of-care clinical decision support systems for the emergency department / Szymon Wilk (WI), Wojtek Michalowski, Dympna O'Sullivan, Ken Farion, Jelber Sayyad-Shirabad, Craig Kuziemsky, Bartosz Kukawka (WI) // Methods of Information in Medicine - 2013, vol. 52, iss. 1, p. 18-32

Scientific article 25 1,083

21.

Comparing predictions made by a prediction model, clinical score, and physicians: pediatric asthma exacerbations in the emergency department / Ken J. Farion, Szymon Wilk (WI), Wojtek Michalowski, Jelber Sayyad-Shirabad // Applied Clinical Informatics - 2013, no. 4 (3), p. 376-391

Scientific article 20

22.

Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming / Szymon Wilk (WI), Wojtek Michalowski, Martin Michalowski, Ken Farion, Marisela Mainegra Hing, Subhra Mohapatra // Journal of Biomedical Informatics - 2013, vol. 46, iss. 2, p. 341-353

Scientific article 40 2,482

23.

Prospective evaluation of the MET-AP system providing triage plans for acute pediatric abdominal pain / Ken J. Farion, Wojtek Michalowski, Steven Rubin, Szymon Wilk, Rhonda Correll, Isabelle Gaboury // International Journal of Medical Informatics - 2008, vol. 77, iss. 3, p. 208-218

Scientific article 2,754

24.

Mobile clinical support system for pediatric emergencies / Wojtek Michalowski, Steven Rubin, Roman Słowiński, Szymon Wilk // Decision Support Systems - 2003, vol. 36, iss. 2, p. 161-176

Scientific article