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Magdalena Mazur-Milecka
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2020 – today
- 2023
- [j2]Emilia Lewandowska
, Daniel Wesierski
, Magdalena Mazur-Milecka
, Joanna Lis
, Anna Jezierska
:
Ensembling noisy segmentation masks of blurred sperm images. Comput. Biol. Medicine 166: 107520 (2023) - [c8]Krystian Zielinski
, Natalia Kowalczyk, Tomasz Kocejko, Magdalena Mazur-Milecka, Tomasz Neumann
, Jacek Ruminski:
Federated Learning in Healthcare Industry: Mammography Case Study. ICIT 2023: 1-6 - [c7]Magdalena Mazur-Milecka, Natalia Kowalczyk, Kinga Jaguszewska, Dorota Zamkowska, Dariusz Wójcik, Krzysztof Preis, Henriette Skov, Stefan Rahr Wagner, Puk Sandager
, Milena Sobotka, Jacek Ruminski:
Preeclampsia Risk Prediction Using Machine Learning Methods Trained on Synthetic Data. PCBBE 2023: 267-281 - 2022
- [j1]Tomasz Kocejko, Jacek Ruminski
, Magdalena Mazur-Milecka, Marzena Romanowska-Kocejko, Krzysztof Chlebus
, Kang-Hyun Jo:
Using convolutional neural networks for corneal arcus detection towards familial hypercholesterolemia screening. J. King Saud Univ. Comput. Inf. Sci. 34(9): 7225-7235 (2022) - [c6]Aleksandra Fraczek, Gabriela Karwowska, Mateusz Miler, Joanna Lis, Anna Jezierska, Magdalena Mazur-Milecka:
Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms. HSI 2022: 1-6 - 2021
- [c5]Magdalena Mazur-Milecka, Natalia Glowacka, Mariusz Kaczmarek, Adam Bujnowski, Milosz Kaszynski, Jacek Ruminski
:
Smart city and fire detection using thermal imaging. HSI 2021: 1-7
2010 – 2019
- 2019
- [c4]Jacek Ruminski
, Alicja Kwasniewska, Maciej Szankin, Tomasz Kocejko, Magdalena Mazur-Milecka:
Evaluation of Facial Pulse Signals using Deep Neural Net Models. EMBC 2019: 3399-3403 - [c3]Magdalena Mazur-Milecka, Emilia Kaczmarczyk, Lukasz Wróbel, Patryk Przybylski, Marika Trudnowska, Aleksandra Podwojcik, Monika Jagiello, Krzysztof Lukaszuk, Jacek Ruminski
:
Detection of the Oocyte Orientation for the ICSI Method Automation. HSI 2019: 121-126 - 2018
- [c2]Magdalena Mazur-Milecka, Jacek Ruminski
:
The Analysis of Temperature Changes of the Saliva Traces Left on the Fur During Laboratory Rats Soial Contacts. EMBC 2018: 2607-2610 - 2017
- [c1]Magdalena Mazur-Milecka, Jacek Ruminski
:
Automatic analysis of the aggressive behavior of laboratory animals using thermal video processing. EMBC 2017: 3827-3830
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