Magdalena Mazur-Milecka

According to our database, Magdalena Mazur-Milecka authored at least 17 papers between 2017 and 2024.

Collaborative distances:

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

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

Proceedings of the International Workshop on Intelligent Systems, 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

Proceedings of the International Workshop on Intelligent Systems, 2024

A Mammography Data Management Application for Federated Learning.

Dmytro Tkachenko, Magdalena Mazur-Milecka

Proceedings of the 16th International Conference on Human System Interaction, 2024

Automated Parking Management for Urban Efficiency: A Comprehensive Approach.

Tomasz Ludwisiak, Magdalena Mazur-Milecka

Proceedings of the 16th International Conference on Human System Interaction, 2024

Maternal Health Risk Assessment using Digital Twin Application.

Paulina Leszczelowska, Magdalena Mazur-Milecka, Natalia Kowalczyk, Milena Sobotka

Proceedings of the 16th International Conference on Human System Interaction, 2024

Enhancing Facial Palsy Treatment through Artificial Intelligence: From Diagnosis to Recovery Monitoring.

Antoni Górecki, Magdalena Mazur-Milecka

Proceedings of the 16th International Conference on Human System Interaction, 2024

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

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

Proceedings of the IoT Technologies and Wearables for HealthCare, 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