Scanova AI- Adaptive AI- Driven Medical Scan Analysis

Inspiration

We were inspired by the delays in medical scan analysis and the challenges doctors face when identifying kidney stones. We wanted to develop an AI-powered solution to assist doctors with faster scan analysis and report generation.

What it does

SCANOVA AI is an AI-powered medical scan analysis support system.

1. Scan Analysis: Analyzes medical scans.
2. Kidney Stone Detection: Identifies possible kidney stones.
3. Location Detection: Highlights suspected stone locations.
4. Stone Measurement: Estimates stone count and size when measurable.
5. Image Quality Check: Identifies unclear or blurry scans.
6. PDF Reports: Generates preliminary analysis reports.

How we built it

We designed a doctor-friendly web application with:

• Patient record management.
• Medical scan upload and camera capture.
• Image quality checking.
• AI-based medical image analysis workflow.
• Visual scan preview and detection markers.
• Automated PDF report generation.

Challenges we ran into

• Finding suitable medical imaging datasets.
• Handling blurry and low-quality scans.
• Achieving reliable kidney stone detection.
• Integrating AI models with the application.
• Generating meaningful analysis reports.

Accomplishments that we're proud of

• Developed the SCANOVA AI prototype.
• Designed a simple patient management interface.
• Created scan upload and preview functionality.
• Designed an automated report generation system.
• Established a foundation for AI-powered kidney stone detection.

What we learned

• Medical image processing.
• AI and machine learning integration.
• Healthcare application development.
• Database management.
• Importance of accuracy and reliability in medical AI.

What's next for SCANOVA AI – Adaptive AI-Driven Medical Scan Analysis

• Integrate a trained kidney stone detection model.
• Improve detection accuracy.
• Add automatic stone location highlighting.
• Improve stone size estimation.
• Expand medical imaging support.
• Develop a more reliable clinical decision-support system.

Note: SCANOVA AI is designed to assist doctors, not replace medical professionals. All AI-generated findings require professional medical review.

PPT Link link

Built With

• artificial-intelligence
• css
• fastapi
• google-gemini-api
• machine-learning
• mysql
• opencv
• python
• react.js
• tailwind
• typescript