Mateusz Miler - Publications - Bridge of Knowledge

Mateusz Miler

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image segmentation, computer vision, deep learning

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Year 2022

Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms
Publication
- A. Frączek
- G. Karwowska
- M. Miler
- J. Liss
- A. Jezierska
- M. Mazur-Milecka
- Year 2022
(1) About 15-20% of couples struggle with the problem of infertility. 30 to 40% of these cases are caused by abnormalities in the structure and motility of sperm. Sometimes the only possibility for such people is to use the procedure of artificial insemination. CASA systems are used to increase the efficiency of this procedure by selecting the appropriate sperm cell. (2) This paper presents an approach to the sperm classification...

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