Data Mining and Machine Learning on the Basis from Reflexive Eye Movements Can Predict Symptom Development in Individual Parkinson's Patients. - Andrzej W. Przybyszewski; Mark A. Kon; Stanislaw Szlufik; Justyna Dutkiewicz; Piotr Habela; Dariusz M. Koziorowski (MICAI (2), 2014)

Machine Learning on the Video Basis of Slow Pursuit Eye Movements Can Predict Symptom Development in Parkinson's Patients. - Andrzej W. Przybyszewski; Stanislaw Szlufik; Justyna Dutkiewicz; Piotr Habela; Dariusz M. Koziorowski (ACIIDS (2), 2015)

Data mining using SPECT can predict neurological symptom development in Parkinson's patients. - Artur Szymanski; Stanislaw Szlufik; Justyna Dutkiewicz; Dariusz M. Koziorowski; Marek Cacko; Michal Nieniecki; Andrzej W. Przybyszewski (CYBCONF, 2015)

Building Intelligent Classifiers for Doctor-Independent Parkinson's Disease Treatments. - Artur Szymanski; Stanislaw Szlufik; Dariusz M. Koziorowski; Piotr Habela; Andrzej W. Przybyszewski (ITIB (1), 2016)

Multimodal Learning and Intelligent Prediction of Symptom Development in Individual Parkinson's Patients. - Andrzej W. Przybyszewski; Mark A. Kon; Stanislaw Szlufik; Artur Szymanski; Piotr Habela; Dariusz M. Koziorowski (Sensors, 2016)

Rules Found by Multimodal Learning in One Group of Patients Help to Determine Optimal Treatment to Other Group of Parkinson's Patients. - Andrzej W. Przybyszewski; Stanislaw Szlufik; Piotr Habela; Dariusz M. Koziorowski (ACIIDS (2), 2017)

Building Classifiers for Parkinson's Disease Using New Eye Tribe Tracking Method. - Artur Szymanski; Stanislaw Szlufik; Dariusz M. Koziorowski; Andrzej W. Przybyszewski (ACIIDS (2), 2017)

Rough Set Rules Determine Disease Progressions in Different Groups of Parkinson's Patients. - Andrzej W. Przybyszewski; Stanislaw Szlufik; Piotr Habela; Dariusz M. Koziorowski (PReMI, 2017)

Webcam-based system for video-oculography. - Jacek Naruniec; Michal Wieczorek; Stanislaw Szlufik; Dariusz M. Koziorowski; Michal Tomaszewski; Marek Kowalski; Andrzej W. Przybyszewski (IET Comput. Vis., 2017)

Rules Determine Therapy-Dependent Relationship in Symptoms Development of Parkinson's Disease Patients. - Andrzej W. Przybyszewski; Stanislaw Szlufik; Piotr Habela; Dariusz M. Koziorowski (ACIIDS (2), 2018)

Rough Set Data Mining Algorithms and Pursuit Eye Movement Measurements Help to Predict Symptom Development in Parkinson's Disease. - Albert Sledzianowski; Artur Szymanski; Stanislaw Szlufik; Dariusz M. Koziorowski (ACIIDS (2), 2018)

Multimodal Learning Determines Rules of Disease Development in Longitudinal Course with Parkinson's Patients. - Andrzej W. Przybyszewski; Stanislaw Szlufik; Piotr Habela; Dariusz M. Koziorowski (Intelligent Methods and Big Data in Industrial Applications, 2019)

Granular Computing (GC) Demonstrates Interactions Between Depression and Symptoms Development in Parkinson's Disease Patients. - Andrzej W. Przybyszewski; Jerzy Pawel Nowacki; Aldona Drabik; Stanislaw Szlufik; Piotr Habela; Dariusz M. Koziorowski (ACIIDS (2), 2019)

Measurements of Antisaccades Parameters Can Improve the Prediction of Parkinson's Disease Progression. - Albert Sledzianowski; Artur Szymanski; Aldona Drabik; Stanislaw Szlufik; Dariusz M. Koziorowski; Andrzej W. Przybyszewski (ACIIDS (2), 2019)

IGrC: Cognitive and Motor Changes During Symptoms Development in Parkinson's Disease Patients. - Andrzej W. Przybyszewski; Jerzy Pawel Nowacki; Aldona Drabik; Stanislaw Szlufik; Dariusz M. Koziorowski (ACIIDS (2), 2020)

Combining Results of Different Oculometric Tests Improved Prediction of Parkinson's Disease Development. - Albert Sledzianowski; Artur Szymanski; Aldona Drabik; Stanislaw Szlufik; Dariusz M. Koziorowski; Andrzej W. Przybyszewski (ACIIDS (2), 2020)

Comparison of Different Data Mining Methods to Determine Disease Progression in Dissimilar Groups of Parkinson's Patients. - Andrzej W. Przybyszewski; Artur Chudzik; Stanislaw Szlufik; Piotr Habela; Dariusz M. Koziorowski (Fundam. Informaticae, 2020)

A Multimodal Approach to the Quantification of Kinetic Tremor in Parkinson's Disease. - Mateusz Szumilas; Krzysztof Lewenstein; Elzbieta Slubowska; Stanislaw Szlufik; Dariusz M. Koziorowski (Sensors, 2020)

Concept of Parkinson Leading to Understanding Mechanisms of the Disease. - Andrzej W. Przybyszewski; Jerzy Pawel Nowacki; Aldona Drabik; Stanislaw Szlufik; Dariusz M. Koziorowski (ICCCI, 2021)

Machine Learning and Eye Movements Give Insights into Neurodegenerative Disease Mechanisms. - Andrzej W. Przybyszewski; Albert Sledzianowski; Artur Chudzik; Stanislaw Szlufik; Dariusz M. Koziorowski (Sensors, 2023)