Professor: Ching-Yung Lin
Team 21: Dan Harvey dyh2111@columbia.edu, Ishraq Khan imk2133@columbia.edu , Berk Yilmaz by2385@columbia.edu
youtube link : https://www.youtube.com/watch?v=JE6LPMlDUJM&list=LL&index=2&t=2s
Goal
To empower healthcare providers with a fast, reliable, and cutting-edge tool to deliver optimal treatment options. PharMe is designed to help you feel your best as quickly and safely as possible.
What is PharMe?
PharMe is an innovative, ML-driven solution built for healthcare providers. It leverages Large Language Models (LLMs) and integrates:
- FDA-approved drug data
- Clinical research findings
- Biosimilar information
This advanced system allows providers to input a diagnosis and receive a curated list of the latest approved drugs and biosimilars applicable to the patient's condition.
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ML-Powered Drug Recommendations:
Uses state-of-the-art language models to interpret diagnoses and deliver precise treatment suggestions. -
Real-Time Updates:
Continuously updated with the latest FDA approvals and clinical research to ensure recommendations are current and reliable. -
Safe and Effective Treatments:
Focuses on providing options that prioritize patient safety, drawing only from verified, peer-reviewed, and regulatory-approved sources. -
Time-Saving Interface:
Simplifies decision-making for busy healthcare providers by presenting tailored recommendations instantly.
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Prompt-Based Query:
A healthcare provider enters a diagnosis as a prompt into the system. -
Model-Driven Search:
The system processes the input and scans its database of FDA-approved drugs and clinical research. -
Tailored Results:
PharMe generates a list of drugs and biosimilars most suitable for the diagnosis, ensuring treatment safety and efficacy.
- Expanding Data Sources: Incorporating additional global drug approval databases to enhance system versatility.
- Personalized Medicine: Factoring in patient history for highly tailored treatment recommendations.
- Integration with EHR Systems: Streamlining adoption by integrating directly into Electronic Health Record systems.
- Dan Harvey: Add here
- Ishraq Khan: Add here
- Berk Yilmaz: Add here
PharMe aims to revolutionize how healthcare providers access and implement the latest treatment options. With our tool, doctors can focus on what they do best: healing patients.