A surgical AI that analyzes diverse data, normalizes it, and employs a pre-trained model to predict surgery suitability, with a confidence rating. This guides insurance reviews, primary care, and specialists, determining if an average patient would necessarily undergo the procedure.

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  1. General Details

    A  machine learning system designed to evaluate the suitability and/or necessity of any given medical intervention. The system integrates data from diverse health-related sources and employs advanced algorithms to provide jury-based predictive insights into the appropriateness of selected interventions.

    Primary surgeons benefit by having a data-backed second opinion, while surgeons and specialists become more efficient with their time seeing less unnecessary cases in consult.

    Key Components:

    1. Data Integration: The system gathers data from multiple health-related sources, including various file types, to ensure comprehensive coverage.
    2. Normalization Module: A specialized module processes the collected data, ensuring consistency and comparability across different sources.
    3. Machine Learning Model: Utilizing pre-trained algorithms, the system generates prediction outputs indicating the appropriateness of selected medical interventions. These outputs are accompanied by confidence levels to indicate the reliability of the assessments.
  2. Patent Portfolio

    The IP and assets available for sale include:

    • US11205516 – “Machine Learning Systems and Methods for Assessing Medical Interventions for Utilization Review”
    • US20200075165 – “Machine Learning Systems and Methods for Assessing Medical Outcomes”
    • US20220115135 – “Machine Learning Systems and Methods for Assessing Medical Interventions for Utilization Review”
    • US20200075164 – “Machine Learning Systems and Methods For Assessing Medical Interventions for Utilization Review”
    • US20190378618 – “Machine Learning Systems For Surgery Prediction and Insurer Utilization Review”
    • WO2020050987 – “Machine Learning Systems and Methods for Assessing Medical Interventions for Utilization Review”
  3. Pricing, Data Room Access & Additional Details

    Other Public Data Room Materials Available at VIP-3305 Public Data Room for Surgical AI:

    • Introductory Materials
    • Patents and Patent Applications
    • Patent File Histories
    • Unnecessary Surgery Legal Claims
    • Non-Disclosure Agreement Draft to access more files listed below

    Additional Materials (available upon signing a mutual non-disclosure agreement):

    • Due Diligence Review
    • Any Available Patent Assignment Documents
  4. More Information

    Pricing guidance for this transaction may be available. All parties interested in the IP above are authorized to contact Peter Johnson at Vibrant IP, LLC at peter@vibrantip.com and 435-999-3600.