If your SaMD project involves large volume of medical data, we provide professional data science services to help you store, transfer and analyse them. We have successfully completed several data science projects for customers ranging from data pre-processing and cleaning, database construction, predictive analysis, clinical data analytics, financial analytics, operational analytics, interoperability etc. These data science projects help customers to identify trends, predict patient outcomes, manage resources, and implement evidence-based practices.

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For example, we helped a customer to harmonise their Electronic Health Records (EHRs) in a disparate array of databases with unstructured text fields. We implemented Large Language Models (LLMs) to process unstructured descriptive text data. From the processed structured data, we constructed interpretable predictive models to predict the likelihood of an adverse event such as a heart attack from a patient’s EHR, preventing health problems before they occur.