DeScide
A SpineDao Project
An AI-assisted decision-making tool that helps spine surgeons and clinicians choose the most effective treatment strategies using predictive models trained on expert-labeled datasets.
There is still no consensus on standardized surgical strategies for each patient.
What is DeScide?
DeScide is an AI-powered decision-support tool that ensures every spine provider has access to the optimal treatment approach for the best possible outcomes.
Key Goals
- Enhancing spine care decision-making with data-driven recommendations.
- Reduces complications and revision rates in spine care.
- Ensure consistent and reproducible treatment for improved patient outcomes.
How DeScide Works
DeScide functions like a GPS for surgeons, analyzing patient characteristics and medical workups to recommend the safest, most effective treatment. It integrates:
- Data Collection: Aggregates and organizes high-quality surgical and non-surgical data throughout the patient journey.
- AI Algorithms: Evaluates imaging, medical history, and outcomes data to generate tailored treatment recommendations.
- User-Friendly Interface: Provides spine care providers with real-time, data-backed guidance for optimal decision-making.
Roadmap
Data Collection & Preparation
- Aggregate surgical datasets from collaborating surgeons.
- Ensure comprehensive data, including clinical profiles, MRI/CT scans, surgical strategies, and outcomes.
- Standardize dataset labeling templates for consistency.
AI Model Development & Training
- Train AI models to predict surgical outcomes and optimize decision-making.
- Validate predictions through prospective analysis.
- Refine algorithms for maximum accuracy.
Beta Testing with Practitioners
- Deploy beta models with selected SRC surgeons for real-world validation.
- Gather feedback on decision-support accuracy and usability.
- Optimize AI models based on clinical input.
Commercialization & Deployment
- Finalize AI-assisted surgical decision tool.
- Establish partnerships with hospitals, insurers, and health tech platforms.
- Launch licensing agreements for DeScide AI solutions.
