Publications Repository - Gdańsk University of Technology

Automation or even computer assistance of the popular infertility treatment method: ICSI (Intracytoplasmic Sperm Injection) would speed up the whole process and improve the control of the results. This paper introduces a preliminary research for automatic spermatozoon injection into the oocyte cytoplasm. Here, the method for detection a correct orientation of the polar body of the oocyte is presented. Proposed method uses deep learning U-Net architecture for object segmentation. This solution proved to be universal and had no demand for numerous dataset or high-quality Images.

Authors

• dr inż. Magdalena Mazur-Milecka link open in new tab ,
• Emilia Kaczmarczyk link open in new tab ,
• Łukasz Wróbel link open in new tab ,
• Patryk Przybylski link open in new tab ,
• Marika Trudnowska link open in new tab ,
• mgr inż. Aleksandra Podwójcik link open in new tab ,
• Monika Jagiello,
• Krzysztof Łukaszuk,
• prof. dr hab. inż. Jacek Rumiński link open in new tab