Image Diagnostics POC for National Dental Support - Icanio Technology
Image Diagnostics POC for National Dental Support
Platform Developed
Overview
Manual visual diagnosis was slow and limited by expert availability. A deep learning system using InceptionV3, TensorFlow, and OpenCV was developed to classify conditions and provide instant feedback via a web app. This accelerated triage, improved diagnostic consistency, and complemented specialist workflows.
Problem
- Accurate visual diagnosis of medical conditions from images is often time-consuming and reliant on expert availability.
- This leads to delays in intervention and limited accessibility.
- There is a need for scalable, AI-powered image diagnostic tools that can provide fast, reliable, and cost-effective assessments.
Solution
- AI-Powered Image Diagnostic System: A deep learning-based solution capable of detecting and classifying abnormalities directly from images, enabling instant, preliminary diagnostics.
- Real-Time Image Analysis Interface: A web application that allows users to upload images and receive immediate diagnostic feedback through a clean, intuitive interface.
- Multi-Class Classification Support: The system is trained to distinguish between multiple visual conditions, including normal/healthy vs. abnormal images, and categorize abnormalities into relevant classes.
Key Business Outcomes
- Accelerated Triage and Decision-Making: Reduces the time needed to interpret visual data, helping users act faster on potential issues.
- Consistent and Scalable Assessments: Delivers high-accuracy diagnostics regardless of scale, reducing variability in interpretation.
- Support for Expert Review and Integration: Complements specialist workflows with a preliminary diagnostic layer, enabling better prioritization and efficiency.
Technology
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Office Locations
Zamin Pallavaram, Chennai,
Tamil Nadu - 600117
Address
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617.
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
Centre
Margoschis Road, Nazareth,
Tamil Nadu 628617.
Centre
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Centre
Zamin Pallavaram, Chennai,
Tamil Nadu - 600117
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617.
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
Margoschis Road, Nazareth,
Tamil Nadu 628617.
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Sathankulam Road, Nazareth,Tuticorin,
Tamil Nadu 628617
#5056 Claymont,
DE 19703, United States.
#20-11 Tong Eng Building,
Singapore 069 533.
Centre
Margoschis Road, Nazareth,
Tamil Nadu 628617.
Centre
North Main Road, Tirunelveli,
Tamil Nadu - 627007
Centre
Zamin Pallavaram, Chennai,
Tamil Nadu - 600117