SIS PUT | dr hab. inż. Szymon Wilk

1.

SATO (IDEAS expAnded wiTh BCIO): Workflow for designers of patient-centered mobile health behaviour change intervention applications / Aneta Lisowska (WIiT), Szymon Wilk (WIiT), Mor Peleg // Journal of Biomedical Informatics - 2023, vol. 138, p. 104276-1-104276-17

Scientific article 100.0 8.000
2.

On the joint-effect of class imbalance and overlap: a critical review / Miriam Seoane Santos, Pedro Henriques Abreu, Nathalie Japkowicz, Alberto Fernández, Carlos Soares, Szymon Wilk (WIiT), João Santos // Artificial Intelligence Review - 2022, vol. 55, iss. 8, p. 6207-6275

Scientific article 140.0 9.588
3.

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 140.0 4.614
4.

A Review of AI and Data Science Support for Cancer Management / Enea Parimbelli, Szymon Wilk (WIiT), Ronald Cornet, Paweł Śniatała (WIiT), Konrad Śniatała (WIiT), Savannah Glaser, Itske Fraterman, Annelies Boekhout, Manuel Ottaviano, Mor Peleg // Artificial Intelligence in Medicine - 2021, vol. 117, p. 102111-1-102111-15

Scientific article 100.0 7.011
5.

Benchmarking PySyft Federated Learning Framework on MIMIC-III Dataset / Andrius Budrionis, Magda Miara (WIiT), Piotr Miara (WIiT), Szymon Wilk (WIiT), Johan Gustav Bellika // IEEE Access - 2021, vol. 9, p. 116869-116878

Scientific article 100.0 3.476

All articles

1.

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 20.0
2.

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): Springer Nature, 2022 - p. 301-314

Chapter in monograph / paper 20.0 70.0
3.

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 20.0
4.

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 20.0 70.0
5.

CAncer PAtients Better Life Experience (CAPABLE) First Proof-of-concept Demonstration / Enea Parimbelli, Matteo Gabetta, Giordano Lanzola, Francesca Polce, Szymon Wilk (WIiT), David Glasspool, Alexandra Kogan, Roy Leizer, Vitali Gisko, Nicole Veggiotti, Silvia Panzarasa, Rowdy De Groot, Manuel Ottaviano, Lucia Sacchi, Ronald Cornet, Mor Peleg, Silvana Quaglini // W: Artificial Intelligence in Medicine : 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15–18, 2021, Proceedings / red. Allan Tucker: Springer International Publishing, 2021 - p. 298-303

Chapter in monograph / paper 20.0 70.0

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, Lecture Notes in Artificial Intelligence, 2019 - 429 s.

Editing of scientific monograph / conference proceedings 20.0
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.

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

1.

Weryfikacja klinicznych badań obrazowych w formacie DICOM / Michał Kalinowski (WIiT) / prom. Szymon Wilk, rev. Bartłomiej Prędki, 2022

Master thesis
2.

Integracja danych klinicznych z wykorzystaniem modelu OMOP Common Data Model / Robert Ciemny (WIiT), Rafał Wójcik (WIiT) / prom. Szymon Wilk, rev. Bartłomiej Prędki, 2022

Master thesis
3.

Fuzja 3D obrazów tomografii komputerowej z wykorzystaniem uczenia głębokiego / Sławomir Gilewski (WIiT) / prom. Szymon Wilk, rev. Paweł Śniatała, 2022

Master thesis
4.

Silnik regułowy dla Arden Syntax i FHIR / Olga Matyla (WIiT), Bartosz Wiecheć (WIiT), Mateusz Ollek (WIiT), Zuzanna Rękawek (WIiT) / prom. Szymon Wilk, rev. Bartłomiej Prędki, 2022

Engineering thesis
5.

Zastosowanie technik gamifikacji w aplikacjach mHealth / Marcin Hradowicz (WIiT) / prom. Szymon Wilk, rev. Bartłomiej Prędki, 2021

Master thesis

All theses

1.

Klasyfikacja sekwencyjna dwu i wieloklasowa / Hubert Neubauer (WIiT) / prom. Tomasz Łukaszewski, rev. Szymon Wilk, 2022

Master thesis
2.

Aplikacja mobilna ucząca układania kostki Rubika / Mateusz Żelazowski (WIiT), Cezary Milewski (WIiT), Łukasz Frątczak (WIiT), Michał Piechocki (WIiT) / prom. Bartłomiej Prędki, rev. Szymon Wilk, 2022

Engineering thesis
3.

Mobilny system rozpoznawania roślin oparty na sieciach konwolucyjnych / Bartosz Sobkowiak (WIiT) / prom. Bartłomiej Prędki, rev. Szymon Wilk, 2021

Master thesis
4.

Interfejs użytkownika wykorzystujący technikę eye tracking / Piotr Hankiewicz (WIiT) / prom. Piotr Zielniewicz, rev. Szymon Wilk, 2021

Master thesis
5.

Algorytm uczenia się ze wzmocnieniem oparty na wieloatrybutowym modelu preferencji / Franciszek Sapikowski (WIiT) / prom. Roman Słowiński, rev. Szymon Wilk, 2021

Master thesis

All theses

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dr hab. inż. Szymon Wilk

Articles (37)

Chapters (40)

Books (2)

Reports (1)

Habilitation

Dissertation

Supervisor of theses (35)

Reviews of theses (131)