The Stress Level Assessment Based on Socio-demographic and Gender Factors Among Polish and Taiwanese Female and Male Junior Dental Students. - Katarzyna Mocny-Pachonska; Rafal Doniec; Agata Trzcionka; Marta Lang; Marek Pachonski; Natalia Piaseczna; Szymon Siecinski; Henryk Twardawa; Marta Tanasiewicz (ICIST, 2019)

Drivers' Activity Tracking With JINS MEME Smart Glasses. - Rafal Doniec; Konrad Duraj; Katarzyna Mocny-Pachonska; Natalia Piaseczna; Szymon Siecinski; Ewaryst Tkacz (IEEE DataPort, 2020)

Smartphone-Based Color Measurement of Tooth Shade Guide in Clinical Lighting Conditions. - Agnieszka Radziun; Rafal Doniec; Szymon Siecinski; Natalia Piaseczna; Katarzyna Mocny-Pachonska; Marta Cieslik-Wegemund; Konrad Duraj; Marta Tanasiewicz; Ewaryst Tkacz (FedCSIS, 2021)

The Assessment of the Condition of Knee Joint Surfaces with Acoustic Emission Analysis. - Bartlomiej Sawaryn; Natalia Piaseczna; Szymon Siecinski; Rafal Doniec; Konrad Duraj; Dariusz Komorowski; Ewaryst J. Tkacz (Sensors, 2021)

Heartbeat Detection in Seismocardiograms with Semantic Segmentation. - Konrad Duraj; Szymon Siecinski; Rafal Doniec; Natalia Piaseczna; Pawel S. Kostka; Ewaryst J. Tkacz (EMBC, 2022)

Local Shape Preserving Deformations for Augmented Reality Assisted Laparoscopic Surgery. - Agnieszka Lach; Faisal Kalim; Christian Heiliger; Natalia Piaseczna; Matthias Grimm; Alexander Winkler; Olga Solyanik; Helena Kirr; Lena Hiendl; Ulrich Eck; Rafal Doniec; Nassir Navab; et al. (EMBC, 2022)

A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars. - Hawzhin Hozhabr Pour; Frédéric Li; Lukas Wegmeth; Christian Trense; Rafal Doniec; Marcin Grzegorzek; Roland Wismüller (Sensors, 2022)

A Dataset for classification of road and types using EOG smart glasses. - Rafal Doniec; Natalia Piaseczna; Frédéric Li (IEEE DataPort, 2022)

Evaluation of Intoxication Level with EOG Analysis and Machine Learning: A Study on Driving Simulator. - Natalia Piaseczna; Konrad Duraj; Rafal Doniec; Ewaryst Tkacz (EMBC, 2023)

Classification of Recorded Electrooculographic Signals on Drive Activity for Assessing Four Kind of Driver Inattention by Bagged Trees Algorithm: A Pilot Study. - Rafal Doniec; Szymon Siecinski; Natalia Piaseczna; Konrad Duraj; Joanna Chwal; Maciej Gawlikowski; Ewaryst Tkacz (PCBBE, 2023)

Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks. - Rafal Doniec; Justyna Konior; Szymon Siecinski; Artur Piet; Muhammad Tausif Irshad; Natalia Piaseczna; Md. Abid Hasan; Frédéric Li; Muhammad Adeel Nisar; Marcin Grzegorzek (Sensors, 2023)

Acoustic signals from the knee. - Bartlomiej Sawaryn; Natalia Piaseczna; Szymon Siecinski; Rafal Doniec; Konrad Duraj; Dariusz Komorowski; Ewaryst Tkacz (IEEE DataPort, 2023)

A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data. - Rimsha Fatima; Muhammad Hassan Khan; Muhammad Adeel Nisar; Rafal Doniec; Muhammad Shahid Farid; Marcin Grzegorzek (Sensors, 2024)

Machine Learning-Based Gesture Recognition Glove: Design and Implementation. - Anna Filipowska; Wojciech Filipowski; Pawel Raif; Marcin Pieniazek; Julia Bodak; Piotr Ferst; Kamil Pilarski; Szymon Siecinski; Rafal Doniec; Julia Mieszczanin; Emilia Skwarek; Katarzyna Bryzik; et al. (Sensors, 2024)

Distinguishing Drivers with Smart Glasses Data and Deep Neural Network. - Natalia Piaseczna; Rafal Doniec; Konrad Duraj; Szymon Siecinski; Marek Jedrychowski; Ewaryst Tkacz; Marcin Grzegorzek (EUROCON, 2025)

Assessment of quality of electrocardiograms, seismocardiograms, and gyrocardiograms based on features derived from symmetric projection attractor reconstruction in healthy subjects. - Szymon Siecinski; Muhammad Tausif Irshad; Md. Abid Hasan; Rafal Doniec; Pawel Kostka; Ewaryst Tkacz; Marcin Grzegorzek (Biomed. Signal Process. Control., 2026)