Magdalena Mazur-Milecka

According to our database, Magdalena Mazur-Milecka authored at least 10 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Ensembling noisy segmentation masks of blurred sperm images.

Emilia Lewandowska, Daniel Wesierski, Magdalena Mazur-Milecka, Joanna Lis, Anna Jezierska

Comput. Biol. Medicine, November, 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

Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 2023

Federated Learning in Healthcare Industry: Mammography Case Study.

Krystian Zielinski, Natalia Kowalczyk, Tomasz Kocejko, Magdalena Mazur-Milecka, Tomasz Neumann, Jacek Ruminski

Proceedings of the IEEE International Conference on Industrial Technology, 2023

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

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

Proceedings of the 15th International Conference on Human System Interaction, 2022

2021

Smart city and fire detection using thermal imaging.

Magdalena Mazur-Milecka, Natalia Glowacka, Mariusz Kaczmarek, Adam Bujnowski, Milosz Kaszynski, Jacek Ruminski

Proceedings of the 14th International Conference on Human System Interaction, 2021

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

Proceedings of the 12th International Conference on Human System Interaction, 2019

Evaluation of Facial Pulse Signals using Deep Neural Net Models.

Jacek Ruminski, Alicja Kwasniewska, Maciej Szankin, Tomasz Kocejko, Magdalena Mazur-Milecka

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

The Analysis of Temperature Changes of the Saliva Traces Left on the Fur During Laboratory Rats Soial Contacts.

Magdalena Mazur-Milecka, Jacek Ruminski

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Automatic analysis of the aggressive behavior of laboratory animals using thermal video processing.

Magdalena Mazur-Milecka, Jacek Ruminski

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017