Sperm Motility Analysis by using Recursive Kalman Filters with the smartphone based data acquisition and reporting approach

HO Ilhan, M Yuzkat, N Aydin - Expert Systems with Applications, 2021 - Elsevier
Semen analysis is currently performed by using two techniques. Visual assessment
technique is manual observation based technique and strongly depends on the experiences …

Bull sperm tracking and machine learning-based motility classification

P Hidayatullah, TLER Mengko, R Munir… - IEEE Access, 2021 - ieeexplore.ieee.org
Sperm motility measurement using computer assisted sperm analysis (CASA) has been
widely accepted as a substitute for manual measurement but still faces several challenges …

A hybrid IMM-JPDAF algorithm for tracking multiple sperm targets and motility analysis

G Tumuklu Ozyer, B Ozyer, F Negin, I Alarabi… - Neural Computing and …, 2022 - Springer
Semen analysis has received a lot of attention because of its important role in determining
infertility in men. It involves several factors, the most important of which are sperm …

Sperm quality analyzer: A portable LED array microscope with dark‐field imaging

M Shao, C Li, X Ma, H Pan, Z Ke, R Liu… - Bioengineering & …, 2024 - Wiley Online Library
Sperm quality analysis plays an important role in diagnosing infertility, which is widely
implemented by computer‐assisted sperm analysis (CASA) of sperm‐swimming imaging …

Using polynomial modeling for calculation of quality parameters in computer assisted sperm analysis

F Okumuş, F Kocamaz, ME Özgür - Computer Science, 2021 - dergipark.org.tr
Measurement of sperm velocity parameters takes an important place in sperm analysis.
Today, computer-assisted sperm analysis (CASA) systems are used to detect motility …

[PDF][PDF] A survey on multisperm tracking for sperm motility measurement

P Hidayatullah, T Mengko… - Int. J. Mach. Learn …, 2017 - informatika.stei.itb.ac.id
Sperm motility is the main criterion in evaluating the quality of semen. Sperm motility
measurements can be done in many ways. But the most effective way is to simultaneously …

Objective evaluation of ram and buck sperm motility by using a novel sperm tracker software

FB Imbachí, L Zalazar, JI Pastore, MB Greco… - …, 2018 - rep.bioscientifica.com
This work offers researchers the first version of an open-source sperm tracker software
(Sperm Motility Tracker, V1. 0) containing a novel suit of algorithms to analyze sperm motility …

Multistage optimization using a modified gaussian mixture model in sperm motility tracking

M Alameri, K Hasikin, NA Kadri… - … Methods in Medicine, 2021 - Wiley Online Library
Infertility is a condition whereby pregnancy does not occur despite having unprotected
sexual intercourse for at least one year. The main reason could originate from either the …

Automated human sperm tracking using mean shift-collision detection and modified covariance matrix method

WC Tan, NA Mat Isa, M Mohamed - Multimedia Tools and Applications, 2020 - Springer
In vitro fertilisation (IVF) is a popular technique in assisted reproductive technology. The
success of IVF mainly depends on the selection of the correct sperm in human semen …

Machine Learning Based Tool for Automated Sperm Cell Tracking and Sperm Bundle Detection

J Horenin, V Magdanz, ISM Khalil, A Klingner… - … Conference on Machine …, 2024 - Springer
This study introduces a novel machine learning-based methodology for automated detection
and tracking of sperm cells within microscopic video recordings, aiming to elucidate the …