This study focuses on the segmentation of full sperm, which consists of the head and tail parts, and appear alone and in groups.

Ensembling produces sperm segments that are the most consistent across time, as evidenced by the number of maintained pixels in the soft segmentation masks.

Sep 22, 2023 · Our study focuses on segmenting full sperm from the background in blurry images using ensembles of deep neural networks. As embryologists seek ...

Nov 1, 2023 · The neural ensembling of noisy segmentation masks outperforms all single, state-of-the-art segmentation algorithms in full sperm segmentation.

Oct 5, 2023 · Our paper entitled "Ensembling noisy segmentation masks of blurred sperm images" is out in the journal Computers in Biology and Medicine.

Oct 5, 2023 · According to our new publication “Ensembling noisy segmentation masks of blurred sperm images”, I would like to thank Daniel Węsierski, ...

Male fertility problems include poor sperm quality and low sperm count. ... Ensembling noisy segmentation masks of blurred sperm images. Publication. E ...

Jul 9, 2024 · The sperm image segmentation task is essentially an instance segmentation task where the goal is to acquire distinct masks for each sperm ...

International Conference on Medical Image Computing and Computer-Assisted …, 2022. 4, 2022. Ensembling noisy segmentation masks of blurred sperm images. E ...