Sperm Analysis Tool

AI-powered sperm analysis and fertility assessment system with real-time CASA capabilities.

Pioneered unsupervised classification of human sperm cells using k-means clustering and morphological analysis. Co-developed Computer-Aided Sperm Analysis (CASA) system enabling real-time semen analysis for clinical diagnostics.

Head Classification

Tail Tracking

Real-time Clinical Interface

Unsupervised Classification System

Implemented k-means clustering for sperm cell classification (Head and Tail)
Developed morphological analysis algorithms
Created feature extraction pipeline for cell characteristics
Built automated classification system

Computer-Aided Sperm Analysis (CASA)

Developed real-time processing system
Implemented automated motility analysis
Created morphology assessment algorithms
Built clinical diagnostic interface

Technologies Used

C#
Unsupervised Learning
Computer Vision
Medical Imaging
k-means Clustering