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MediLocker is a medical record storage system designed to digitize and streamline the management of medical records using advanced Natural Language Processing (NLP) techniques and cloud services.

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Vansh1610/Medilocker-Natural_Language_Processing

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MediLocker: Medical Record Storage System

Technologies Used: Natural Language Processing (NLP) | spaCy, NLTK, Named Entity Recognition (NER), Google Cloud Platform (GCP)

Project Overview

MediLocker is a medical record storage system designed to digitize and streamline the management of medical records using advanced Natural Language Processing (NLP) techniques and cloud services.

Features:

  • Voice Prescription: Physicians can dictate prescriptions, which are converted into digital text for easy storage and access.
  • SOAP Note Summarization: Automated summarization of SOAP notes for faster documentation.
  • Database Storage: Secure storage and management of medical records in a cloud-based database using Google Cloud Platform (GCP).

Tools and Libraries:

  • spaCy: Used for Named Entity Recognition (NER) to extract important medical entities from the records.
  • NLTK: Assisted in NLP tasks such as tokenization and text processing.
  • Google Cloud Platform (GCP): Provided cloud infrastructure for securely storing medical records.

About

MediLocker is a medical record storage system designed to digitize and streamline the management of medical records using advanced Natural Language Processing (NLP) techniques and cloud services.

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