RadiomiX
A SpineDao Project
A transversal project utilizing AI to standardize interpretations of spine-related medical imaging, including MRI and CT scans, advancing research and clinical applications.
What is RadiomiX?
RadiomiX (RDX) is an AI-powered imaging tool designed to enhance the clarity, accuracy, and usability of MRI and CT scans for both medical professionals and intelligent algorithms. It streamlines data sharing, improves diagnostic precision, and enables the discovery of new treatment approaches in spine care.
Key Goals of RadiomiX
- Enhance Imaging Precision: Improve the clarity and standardization of MRI and CT scans.
- Support AI-Driven Diagnosis: Provide high-quality data for AI models to enhance predictive accuracy.
- Enable Data Sharing: Facilitate seamless collaboration across researchers, clinicians, and AI systems.
- Advance Personalized Medicine: Contribute to the development of digital twins for patient-specific treatment planning.
How RadiomiX Works
- Data Standardization: Processes imaging data to ensure consistency and remove noise.
- AI-Powered Analysis: Uses machine learning to extract insights from medical scans.
- Facilitating Digital Twins: Aggregates imaging data to model patient-specific conditions and optimize treatment decisions.
Roadmap
Foundation and Infrastructure
- Define DICOM standards, metadata, and tagging protocols.
- Implement Web3-secure, GDPR-compliant image storage with encryption and access controls.
- Recruit radiologists, imaging techs, AI developers, and data validation specialists.
Dataset Curation & AI Training
- Process and label 20,000–100,000 MRI/CT scans for pain generators, damage patterns, and surgical indicators.
- Train FILTER AI and integrate insights into DeScide (decision-support AI) and Tracker (post-surgical monitoring).
- Establish a quality control system with weekly audits and automated validation scripts.
Clinical & Research Deployment
- Pilot AI-powered imaging predictions with surgeons to validate outcomes and risks.
- Develop an API for real-time imaging insights across SpineDAO applications.
- Expand dataset size to 250,000+ scans and introduce automated spine segmentation and 3D reconstruction.
Commercialization & Global Expansion
- Monetize RadiomiX as a B2B API for hospitals, insurers, and MedTech partners.
- Establish a SpineDAO Imaging Consortium with AI labs, universities, and hospitals.
- Organize AI challenges to enhance diagnostic accuracy and secure DeSci funding.
