SIS PUT | dr hab. inż. Szymon Wilk

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.

How can we reward you? A compliance and reward ontology (CaRO) for eliciting quantitative reward rules for engagement in mHealth app and healthy behaviors / Mor Peleg, Nicole Veggiotti, Lucia Sacchi, Szymon Wilk (WIiT) // Journal of Biomedical Informatics - 2024, vol. 154, p. 104655-1-104655-11

Scientific article 100 4
3.

Personalization in mHealth: Innovative informatics methods to improve patient experience and health outcome / Elske Ammenwerth, Szymon Wilk (WIiT), Zhengxing Huang // Journal of Biomedical Informatics - 2023, vol. 147, p. 104523-1-104523-4

Editorial 4
4.

The Case Manager: An Agent Controlling the Activation of Knowledge Sources in a FHIR-based Distributed Reasoning Environment / Giordano Lanzola, Francesca Polce, Enea Parimbelli, Matteo Gabetta, Ronald Cornet, Rowdy De Groot, Alexandra Kogan, David Glasspool, Szymon Wilk (WIiT), Silvana Quaglini // Applied Clinical Informatics - 2023, vol. 14, no. 4, p. 725-734

Scientific article 70 2,1
5.

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

All ARTICLES

1.

Manually-Curated Versus LLM-Generated Explanations for Complex Patient Cases: An Exploratory Study with Physicians / Martin Michalowski, Szymon Wilk (WIiT), Jenny M. Bauer, Marc Carrier, Aurelien Delluc, Grégoire Le Gal, Tzu-Fei Wang, Deborah Siegal, Wojtek Michalowski // W: Artificial Intelligence in Medicine : 22nd International Conference, AIME 2024, Salt Lake City, UT, USA, July 9–12, 2024, Proceedings, Part II / red. Joseph Finkelstein, Robert Moskovitch, Enea Parimbelli - Cham, Switzerland : Springer, 2024 - p. 313-323

Chapter in monograph / paper 20 70
2.

An Approach to Combining Adherence-to-Therapy and Patient Preference Models for Evaluation of Therapies in Patient-Centered Care / Dympna O'Sullivan, Szymon Wilk (WIiT), Martin Michalowski, Hugh O'Sullivan, Marc Carrier, Wojtek Michalowski // W: Intelligent Decision Support Systems : Combining Operations Research and Artificial Intelligence - Essays in Honor of Roman Słowiński / red. Salvatore Greco, Vincent Mousseau, Jerzy Stefanowski (WIiT), Constantin Zopounidis - Cham, Switzerland : Springer, 2022 - p. 425-440

Chapter in monograph 20
3.

Comparision of Models Built Using AutoML and Data Fusion / Anam Haq (WIiT), Szymon Wilk (WIiT), Alberto Abelló // W: Advances in Databases and Information Systems : 26th European Conference, ADBIS 2022, Turin, Italy, September 5–8, 2022, Proceedings / red. Silvia Chiusano, Tania Cerquitelli, Robert Wrembel (WIiT) - Cham, Switzerland : Springer Nature, 2022 - p. 301-314

Chapter in monograph / paper 20 70
4.

Designing a Testing Environment for the CAPABLE Telemonitoring and Coaching Platform / Giordano Lanzola, Francesca Polce, Valentina Tibollo, Silvana Quaglini, Szymon Wilk (WIiT) // W: 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON), Palermo, Italy, 2022 : Proceedings: IEEE, 2022 - p. 1112-1117

Chapter in monograph / paper 20
5.

Towards an AI Planning-Based Pipeline for the Management of Multimorbid Patients / Malvika Rao, Martin Michalowski, Szymon Wilk (WIiT), Wojtek Michalowski, Amanda Coles, Marc Carrier // W: Artificial Intelligence in Medicine : 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14–17, 2022 : Proceedings / red. Martin Michalowski, Syed Sibte Raza Abidi, Samina Abidi - Cham, Switzerland : Springer, 2022 - p. 14-23

Chapter in monograph / paper 20 70

All CHAPTERS

1.

Artificial Intelligence in Medicine : 17th Conference on Artificial Intelligence in Medicine, AIME 2019, Poznan, Poland, June 26–29, 2019 : Proceedings / red. David Riaño, Szymon Wilk (WI), Annette ten Teije - Cham, Switzerland : Springer International Publishing, 2019 - 447 s.

Editing of scientific monograph / conference proceedings 20
2.

Integrative clinical decision support systems: foundations and implementations / Szymon Wilk / Poznań, Polska : Wydawnictwo Politechniki Poznańskiej, Rozprawy / Politechnika Poznańska, 2010 - 138 s.

Scientific monograph / habilitation

All BOOKS

1.

Difficulty Factors and Preprocessing in Imbalanced Data Sets: An Experimental Study on Artificial Data / Szymon Wilk (WI), Szymon Wojciechowski (WI) // r511774_2017

Research report
2.

An algorithm for selective preprocessing of multi-class imbalanced data / Szymon Wojciechowski (WBMiZ), Szymon Wilk (WI), Jerzy Stefanowski (WI) // r506962_2017

Research report

All REPORTS

1.

Integrative clinical decision support systems: foundations and implementations / Szymon Wilk / Poznań, Polska : Wydawnictwo Politechniki Poznańskiej, Rozprawy / Politechnika Poznańska, 2010 - 138 s.

Scientific monograph / habilitation

1.

Flexible, Knowledge-Based Decision Support Systems in Mobile Environment / Szymon Wilk / prom. Roman Słowiński, rev. Ignacy S. Kaliszewski, Jan Węglarz - Poznań, Polska, 2003 - 140 s.

Dissertation