Software and Hardware System for Blood Sample Quality Control Research and Development

AI&ML
Computer vision
WEB development
Project goal —
Create a software and hardware system (SHS) for the automated assessment of blood sample compliance with chyle and hemolysis standards with real-time image analysis to reduce laboratory costs by eliminating spoiled blood samples
Developed in collaboration with L.A.Vorokhobov City Clinical Hospital No. 67 and M.V. Lomonosov Moscow State University
Project objectives:
  • Detect blood sample arrivals on video
  • Classify test tubes by the degree of chyle and hemolysis
  • Alert laboratory staff about detected cases
Our achievements
Benefits for laboratories:
01
Developed the software and hardware system concept in collaboration with the Physics Department of Moscow State University
02
Collected and labeled data
03
Trained AI for detection and tracking of test tubes in the frame
04
Trained AI for classification of detected test tubes by the degree of chyle and hemolysis
05
Published a scientific article based on the project results
01
Reduction of reagent and personnel costs
02
Technology can be used both "on the conveyor" and for incoming blood
04
Equipment can be used in small laboratories
Minimal changes required to laboratory operations
03
Project implementation period: 1 year
Other cases
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info@edge-tech.ru
Butlerova Str, 17. Moscow
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Intelligent Analytics LLC
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Let's get to know each other?
Leave a request
© Edge Tech
info@edge-tech.ru
Butlerova Str, 17. Moscow
Company Brand
Intelligent Analytics LLC
By clicking on the button, you consent to the processing of personal data and agree to the privacy policy