Wyniki wyszukiwania dla: ICSI

• Detection of the Oocyte Orientation for the ICSI Method Automation

  Publikacja

  • M. Mazur-Milecka
  • E. Kaczmarczyk
  • Ł. Wróbel
  • P. Przybylski
  • M. Trudnowska
  • A. Podwójcik
  • M. Jagiello
  • K. Łukaszuk
  • J. Rumiński

  - Rok 2019

  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...

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• Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms

  Publikacja

  • A. Frączek
  • G. Karwowska
  • M. Miler
  • J. Liss
  • A. Jezierska
  • M. Mazur-Milecka

  - Rok 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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• ICSID Review-Foreign Investment Law Journal

  Czasopisma

  ISSN: 0258-3690 , eISSN: 2049-1999

• SegSperm - a dataset of sperm images for blurry and small object segmentation

  Dane Badawcze

  open access

  • E. Lewandowska
  • D. Węsierski
  • M. Mazur-Milecka
  • J. Liss
  • A. Jezierska

  Many deep learning applications require figure-ground segmentation. The performance of segmentation models varies across modalities and acquisition settings.