Generative AI in the Spine Orthopedics Patient Journey
Matheus Guerreiro
Published
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Application of Generative AI to unstructured MRI and CT scan reports to build a patient journey dashboard for spine orthopedics within Digital Health. The solution enabled strategic decision-making for Primary Care and Digital Emergency services, resulting in R$3.9 million in additional revenue through optimized resource allocation and an 11% improvement in patient retention.
Tools used:
Python, Vertex AI, Gemini API, Scikit-learn, Pandas, NumPy, Multiprocessing, JSON, and Seaborn.
Google Colab and Google Cloud Platform.
Prompt Engineering.
Looker Studio.
GitLab.
Airflow.