Magdalena Mazur-Milecka

24 papers C 12Journal 3Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	A Budget Multi-Camera System for Pose Detection and 3D Reconstruction. HSI Adam Bujnowski, Piotr Przystup, Jakub Kostiw, Magdalena Mazur-Milecka, Natalia Szarwinska
2025	C	`conf`	Local Pulse Transit Time Analysis. HSI Artur Polinski, Magdalena Mazur-Milecka, Natalia Kowalczyk, Kinga Jaguszewska, Stefan Rahr Wagner
2025	C	`conf`	Lung CT Text Detection with YOLO: Leveraging Synthetic Datasets Over OCR. HSI Antoni Górecki, Jakub Kopotek Gówczewski, Magdalena Mazur-Milecka
2025	C	`conf`	Mobile Deep Learning Application for Early Detection of Nail Plate Disorders. HSI Antoni Górecki, Matthias Nawrocki, Magdalena Mazur-Milecka
2025	C	`conf`	Protected Health Information Recognition in Medical Images Using YOLO, OCR, and LLM. HSI Jakub Klopotek-Glowczewski, Antoni Górecki, Magdalena Mazur-Milecka
2025	—	`conf`	Using CAISE Platform for Medical Image Anonymization System Development-Use Case Presentation. IWIS Tomasz Kocejko, Jacek Ruminski, Tomasz Neumann, Magdalena Mazur-Milecka, Natalia Kowalczyk, Dmytro Tkachenko, Antoni Górecki, Jakub Klopotek-Glowczewski, Milena Sobotka
2024	C	`conf`	A Mammography Data Management Application for Federated Learning. HSI Dmytro Tkachenko, Magdalena Mazur-Milecka
2024	J	`jnl`	A Review on Machine Learning Deployment Patterns and Key Features in the Prediction of Preeclampsia. Mach. Learn. Knowl. Extr. Louise Pedersen, Magdalena Mazur-Milecka, Jacek Ruminski, Stefan Rahr Wagner
2024	C	`conf`	Automated Parking Management for Urban Efficiency: A Comprehensive Approach. HSI Tomasz Ludwisiak, Magdalena Mazur-Milecka
2024	C	`conf`	Enhancing Facial Palsy Treatment through Artificial Intelligence: From Diagnosis to Recovery Monitoring. HSI Antoni Górecki, Magdalena Mazur-Milecka
2024	—	`conf`	Evaluating the Use of Edge Device Towards Fall Detection in Smart City Environment. IWIS Tomasz Ludwisiak, Magdalena Mazur-Milecka, Tomasz Kocejko, Jacek Ruminski, Kang-Hyun Jo
2024	—	`conf`	Evaluating the Use of Edge Devices for Detection and Tracking of Vehicles in Smart City Environment. IWIS Tomasz Kocejko, Tomasz Neumann, Magdalena Mazur-Milecka, Natalia Kowalczyk, Jacek Ruminski, Kang-Hyun Jo, Milosz Kaszynski, Tomasz Ludwisiak
2024	C	`conf`	Maternal Health Risk Assessment using Digital Twin Application. HSI Paulina Leszczelowska, Magdalena Mazur-Milecka, Natalia Kowalczyk, Milena Sobotka
2023	J	`jnl`	Ensembling noisy segmentation masks of blurred sperm images. Comput. Biol. Medicine Emilia Lewandowska, Daniel Wesierski, Magdalena Mazur-Milecka, Joanna Lis, Anna Jezierska
2023	—	`conf`	Federated Learning in Healthcare Industry: Mammography Case Study. ICIT Krystian Zielinski, Natalia Kowalczyk, Tomasz Kocejko, Magdalena Mazur-Milecka, Tomasz Neumann, Jacek Ruminski
2023	—	`conf`	Preeclampsia Risk Prediction Using Machine Learning Methods Trained on Synthetic Data. PCBBE Magdalena Mazur-Milecka, Natalia Kowalczyk, Kinga Jaguszewska, Dorota Zamkowska, Dariusz Wójcik, Krzysztof Preis, Henriette Skov, Stefan Rahr Wagner, Puk Sandager, Milena Sobotka, Jacek Ruminski
2023	—	`conf`	Test and Validation of an Internet of Things Platform for Remote Monitoring of Pregnant Women. HealthyIoT / HealthWear Jorge Miranda, Stefan Rahr Wagner, Magdalena Mazur-Milecka, Jacek Ruminski
2022	C	`conf`	Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms. HSI Aleksandra Fraczek, Gabriela Karwowska, Mateusz Miler, Joanna Lis, Anna Jezierska, Magdalena Mazur-Milecka
2022	J	`jnl`	Using convolutional neural networks for corneal arcus detection towards familial hypercholesterolemia screening. J. King Saud Univ. Comput. Inf. Sci. Tomasz Kocejko, Jacek Ruminski, Magdalena Mazur-Milecka, Marzena Romanowska-Kocejko, Krzysztof Chlebus, Kang-Hyun Jo
2021	C	`conf`	Smart city and fire detection using thermal imaging. HSI Magdalena Mazur-Milecka, Natalia Glowacka, Mariusz Kaczmarek, Adam Bujnowski, Milosz Kaszynski, Jacek Ruminski
2019	C	`conf`	Detection of the Oocyte Orientation for the ICSI Method Automation. HSI Magdalena Mazur-Milecka, Emilia Kaczmarczyk, Lukasz Wróbel, Patryk Przybylski, Marika Trudnowska, Aleksandra Podwojcik, Monika Jagiello, Krzysztof Lukaszuk, Jacek Ruminski
2019	—	`conf`	Evaluation of Facial Pulse Signals using Deep Neural Net Models. EMBC Jacek Ruminski, Alicja Kwasniewska, Maciej Szankin, Tomasz Kocejko, Magdalena Mazur-Milecka
2018	—	`conf`	The Analysis of Temperature Changes of the Saliva Traces Left on the Fur During Laboratory Rats Soial Contacts. EMBC Magdalena Mazur-Milecka, Jacek Ruminski
2017	—	`conf`	Automatic analysis of the aggressive behavior of laboratory animals using thermal video processing. EMBC Magdalena Mazur-Milecka, Jacek Ruminski