Study on sperm-cell detection using yolov5 architecture with labaled dataset
Infertility has recently emerged as a severe medical problem. The essential elements in
male infertility are sperm morphology, sperm motility, and sperm density. In order to analyze …
male infertility are sperm morphology, sperm motility, and sperm density. In order to analyze …
A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods
Sperm morphology, as an indicator of fertility, is a critical tool in semen analysis. In this
study, a smartphone-based hybrid system that fully automates the sperm morphological …
study, a smartphone-based hybrid system that fully automates the sperm morphological …
A computer vision approach to analyze and classify tool wear level in milling processes using shape descriptors and machine learning techniques
In this paper, we present a new approach to categorize the wear of cutting tools used in
edge profile milling processes. It is based on machine learning and computer vision …
edge profile milling processes. It is based on machine learning and computer vision …
[HTML][HTML] Artificial Intelligence and Porcine Breeding
FA García-Vázquez - Animal Reproduction Science, 2024 - Elsevier
Livestock management is evolving into a new era, characterized by the analysis of vast
quantities of data (big data) collected from both traditional breeding methods and new …
quantities of data (big data) collected from both traditional breeding methods and new …
Automatic classification of human sperm head morphology
Background and objective: Infertility is a problem that affects up to 15% of couples worldwide
with emotional and physiological implications and semen analysis is the first step in the …
with emotional and physiological implications and semen analysis is the first step in the …
Sperm Motility Analysis by using Recursive Kalman Filters with the smartphone based data acquisition and reporting approach
Semen analysis is currently performed by using two techniques. Visual assessment
technique is manual observation based technique and strongly depends on the experiences …
technique is manual observation based technique and strongly depends on the experiences …
Automatic detection and segmentation of sperm head, acrosome and nucleus in microscopic images of human semen smears
F Shaker, SA Monadjemi, AR Naghsh-Nilchi - Computer methods and …, 2016 - Elsevier
Background and objective Manual assessment of sperm morphology is subjective and error
prone so developing automatic methods is vital for a more accurate assessment. The first …
prone so developing automatic methods is vital for a more accurate assessment. The first …
An improved U-Net for human sperm head segmentation
Q Lv, X Yuan, J Qian, X Li, H Zhang, S Zhan - Neural Processing Letters, 2022 - Springer
Sperm morphology analysis is an important step in the clinical diagnosis of male infertility,
which means that the shape of sperm head is an important indicator in sperm morphology …
which means that the shape of sperm head is an important indicator in sperm morphology …
A novel data acquisition and analyzing approach to spermiogram tests
Spermiogram tests are currently performed in two ways; computer assisted and visual
assessment. Computerized techniques are costly and parameter dependent. Therefore, it is …
assessment. Computerized techniques are costly and parameter dependent. Therefore, it is …
Smartphone based sperm counting-an alternative way to the visual assessment technique in sperm concentration analysis
Sperm Counting is the first phase of the infertility diagnosis. Computer Aided Sperm Analysis
(CASA) and Visual Assessment (VA) are two evaluation techniques employed in analyses …
(CASA) and Visual Assessment (VA) are two evaluation techniques employed in analyses …