Sperm cell segmentation in digital micrographs based on convolutional neural networks using u-net architecture

Human infertility is considered a serious disease of the the reproductive system that affects more than 10% of couples worldwide,and more than 30% of reported cases are related to men. The crucial step in evaluating male in fertility is a semen analysis, highly dependent on sperm morphology. Howeve...

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Bibliographic Details
Main Author: Melendez Melendez, Roy Kelvin
Other Authors: Beltrán Castañón, César Armando
Format: Dissertation
Language:English
Published: Pontificia Universidad Católica del Perú 2021
Subjects:
Online Access:http://hdl.handle.net/20.500.12404/19908