THE PROBLEM
Male infertility, often linked to low sperm motility or count, makes conception difficult and causes emotional stress for couples. Since there are usually no symptoms, regular sperm analysis is vital for detecting issues. Early diagnosis helps identify causes and boosts the chances of effective treatment and pregnancy.
HOW IT WORKS
Sperm Detection and Tracking
Our solution uses a neural network combined with a tracking module to detect and monitor spermatozoa. The system identifies each sperm cell, generates bounding boxes, and tracks their movement across video frames, calculating speed in pixels per second with high precision.
This combination of AI technology ensures precise identification and uninterrupted tracking, even when multiple spermatozoa are moving rapidly or interacting within the sample.
HOW IT WORKS
Segmentation and Defect Detection
Once tracking is complete, the system segments each spermatozoon to isolate it from the background and neighboring cells. This process identifies the precise shape and structure of each cell, enabling detailed morphological analysis.
The system then detects defects such as irregular head shapes. This automated defect detection provides critical insights into sperm quality, supporting accurate and efficient reproductive health assessments.
Spermatozoa segmentation
Sperm head defects
SUMMARY
Our AI assistant provides precise, automated sperm analysis by tracking movement, segmenting individual cells, and classifying head defects with 90% accuracy. It converts raw data into actionable insights, streamlining reproductive health assessments, saving time, and enhancing diagnostic accuracy for healthcare specialists. This advanced tracking supports more effective treatment of male infertility, improving outcomes for patients.
