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MED-SE-TRA

MED-SE-TRA

Ai Powered Clinical Litreature Search Engine

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Built at HACK HUSTLE

Created on 9th November 2024

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MED-SE-TRA

MED-SE-TRA

Ai Powered Clinical Litreature Search Engine

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The problem MED-SE-TRA solves

The project aims to develop an AI-driven solution that transforms natural language medical queries into optimized Boolean search strings, enabling healthcare professionals to efficiently retrieve relevant information from medical databases while reducing search time by 70% and improving search accuracy by 90% with user appealing UI.

Challenges we ran into

Handling dependencies, Dependencies Injection, Integrating Frontend and Backend, Parsing the Queries using NLP T5

Tracks Applied (1)

Machine Learning

Our Medical Search Query Generator project leverages machine learning techniques to optimize information retrieval in th...Read More

Technologies used

Flask

PyTorch

MySQL

Natural language processing (NLP)

Regular Expression

Huggingface Transformer

Web Extension Development

Discussion

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