Automatic analysis of the aggressive behavior of laboratory animals using thermal video processing. - Magdalena Mazur-Milecka; Jacek Ruminski (EMBC, 2017)

The Analysis of Temperature Changes of the Saliva Traces Left on the Fur During Laboratory Rats Soial Contacts. - Magdalena Mazur-Milecka; Jacek Ruminski (EMBC, 2018)

Evaluation of Facial Pulse Signals using Deep Neural Net Models. - Jacek Ruminski; Alicja Kwasniewska; Maciej Szankin; Tomasz Kocejko; Magdalena Mazur-Milecka (EMBC, 2019)

Detection of the Oocyte Orientation for the ICSI Method Automation. - Magdalena Mazur-Milecka; Emilia Kaczmarczyk; Lukasz Wróbel; Patryk Przybylski; Marika Trudnowska; Aleksandra Podwojcik; Monika Jagiello; Krzysztof Lukaszuk; Jacek Ruminski (HSI, 2019)

Smart city and fire detection using thermal imaging. - Magdalena Mazur-Milecka; Natalia Glowacka; Mariusz Kaczmarek; Adam Bujnowski; Milosz Kaszynski; Jacek Ruminski (HSI, 2021)

Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms. - Aleksandra Fraczek; Gabriela Karwowska; Mateusz Miler; Joanna Lis; Anna Jezierska; Magdalena Mazur-Milecka (HSI, 2022)

Using convolutional neural networks for corneal arcus detection towards familial hypercholesterolemia screening. - Tomasz Kocejko; Jacek Ruminski; Magdalena Mazur-Milecka; Marzena Romanowska-Kocejko; Krzysztof Chlebus; Kang-Hyun Jo (J. King Saud Univ. Comput. Inf. Sci., 2022)

Test and Validation of an Internet of Things Platform for Remote Monitoring of Pregnant Women. - Jorge Miranda; Stefan Rahr Wagner; Magdalena Mazur-Milecka; Jacek Ruminski (HealthyIoT / HealthWear, 2023)

Federated Learning in Healthcare Industry: Mammography Case Study. - Krystian Zielinski; Natalia Kowalczyk; Tomasz Kocejko; Magdalena Mazur-Milecka; Tomasz Neumann; Jacek Ruminski (ICIT, 2023)

Preeclampsia Risk Prediction Using Machine Learning Methods Trained on Synthetic Data. - Magdalena Mazur-Milecka; Natalia Kowalczyk; Kinga Jaguszewska; Dorota Zamkowska; Dariusz Wójcik; Krzysztof Preis; Henriette Skov; Stefan Rahr Wagner; Puk Sandager; Milena Sobotka; Jacek Ruminski (PCBBE, 2023)

Ensembling noisy segmentation masks of blurred sperm images. - Emilia Lewandowska; Daniel Wesierski; Magdalena Mazur-Milecka; Joanna Lis; Anna Jezierska (Comput. Biol. Medicine, 2023)

Enhancing Facial Palsy Treatment through Artificial Intelligence: From Diagnosis to Recovery Monitoring. - Antoni Górecki; Magdalena Mazur-Milecka (HSI, 2024)

Maternal Health Risk Assessment using Digital Twin Application. - Paulina Leszczelowska; Magdalena Mazur-Milecka; Natalia Kowalczyk; Milena Sobotka (HSI, 2024)

Automated Parking Management for Urban Efficiency: A Comprehensive Approach. - Tomasz Ludwisiak; Magdalena Mazur-Milecka (HSI, 2024)

A Mammography Data Management Application for Federated Learning. - Dmytro Tkachenko; Magdalena Mazur-Milecka (HSI, 2024)

Evaluating the Use of Edge Devices for Detection and Tracking of Vehicles in Smart City Environment. - Tomasz Kocejko; Tomasz Neumann; Magdalena Mazur-Milecka; Natalia Kowalczyk; Jacek Ruminski; Kang-Hyun Jo; Milosz Kaszynski; Tomasz Ludwisiak (IWIS, 2024)

Evaluating the Use of Edge Device Towards Fall Detection in Smart City Environment. - Tomasz Ludwisiak; Magdalena Mazur-Milecka; Tomasz Kocejko; Jacek Ruminski; Kang-Hyun Jo (IWIS, 2024)

A Review on Machine Learning Deployment Patterns and Key Features in the Prediction of Preeclampsia. - Louise Pedersen; Magdalena Mazur-Milecka; Jacek Ruminski; Stefan Rahr Wagner (Mach. Learn. Knowl. Extr., 2024)

Using CAISE Platform for Medical Image Anonymization System Development-Use Case Presentation. - Tomasz Kocejko; Jacek Ruminski; Tomasz Neumann; Magdalena Mazur-Milecka; Natalia Kowalczyk; Dmytro Tkachenko; Antoni Górecki; Jakub Klopotek-Glowczewski; Milena Sobotka (IWIS, 2025)