Diabetic Retinopathy Detection System
Tech ID
P14-1149
Patent Status
Granted in India
Design Status
--
Technical Description
The present invention provides a diabetic retinopathy detection system. It is a self-learned scalable system which is trained to classify labeled fundus images to predict diabetic retinopathy severity grade.
Problems Addressed
- High Cost
- Insufficient Labeled Data
- Need of Scalable System
- Supervised Pre-Training Requirement
- Lacks Pre-Trained Module
- Dependency on Human Labels
TARGET AUDIENCE
- Pharmaceutical Industry
- Healthcare and Medicine
- Biomedical Device Sector
- Research and Development
TECH FEATURES
- Inexpensive
- Scalable System
- Improved Detection Accuracy
- Bypasses Cumbersome Image Labeling
- Minimum Human Intervention
- Incorporates Contrastive, Reconstruction & Clustering Method
- Self-Supervised Unlabeled Training
- Enhanced Medical Imaging
- Pre-Trained Severity Classifier
- Harness Raw Data
- Achieve Faster Convergence
P14-1149
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Available For
Available for exclusive and non exclusive license
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Cost
—
Stage of Developments
Technology Validated
Contact Person
Mr. Lalit Ambastha
IP Bazzaar Technology Pvt. Ltd.
IP Bazzaar Technology Pvt. Ltd.
12 First Floor, National Park, Lajpat Nagar-IV,
New Delhi-110024, India
Tel: [+91] 11-26360036;
Fax: [+91] 11-26360037;
Mobile: [+91]9811367838;
Email: tech@ipbazzaar.com;
www.ipbazzaar.com
New Delhi-110024, India
Tel: [+91] 11-26360036;
Fax: [+91] 11-26360037;
Mobile: [+91]9811367838;
Email: tech@ipbazzaar.com;
www.ipbazzaar.com