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AI Treatment Analyzer - Healthcare Custom AI Solutions

AI Treatment Analyzer - Healthcare Custom AI Solutions

Goal

Develop an AI-driven tool that enhances healthcare compliance by analyzing treatment plans against up-to-date medical guidelines, thereby reducing errors and improving patient outcomes.


Solution

The AI-Driven Treatment Compliance Analyzer employs natural language processing (NLP) to review and extract information from provided data - medical records, such as diagnoses, prescribed medications, and recommended procedures. Machine learning (ML) algorithms then compare this data against a comprehensive, continuously updated database of medical guidelines to identify any discrepancies or outdated treatments. Finally, generative AI is used to produce clear, actionable reports that highlight issues and suggest corrections, enabling healthcare professionals to make informed decisions quickly.


Technologies

AWS Cloud Services, Langchain, MongoDB, Node.js


Team

- 1 AI/ML specialist
- 1 team lead 
- 1 healthcare consultant
- 1 frontend developer
- 1 backend developer
- 1 QA engineer

Duration

The development of this custom AI solution took approximately 8 weeks.