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A service that utilizes AI to classify the severity of emergency patients and provides real-time bed availability and patient transfer requests based on location

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Siwon-Kim/CodeBlue

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CodeBLUE


🏠 Deployed Service : CodeBLUE

πŸ§‘πŸΎβ€πŸ’» Portfolio : Notion

πŸ₯‡ Awards: First Place in HangHae 99 Web Dev BootCamp (out of 22 projects) based on evaluations from Senior Developer Mentors and Judges.

AWARD in Korean
Best Project Award: We present this certificate to the above team for their outstanding skills in planning, development, and design, which provided great insights to many individuals.
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πŸ“ Intro

  • Project Title : CodeBLUE
  • Period : May 19th, 2023 ~ June 30th, 2023
  • Subject : A service that utilizes artificial intelligence to classify the severity of emergency patients and provides real-time bed availability and patient transfer requests based on location
  • Main Features :
    1. Create symptom report
    2. Location-based hospitals recommendation and real-time available beds info
    3. Search symptom reports
    4. Patient transfer request

πŸ‘¨β€πŸ‘©β€πŸ‘§β€πŸ‘¦Team Members

Position Name Github Tech Blog
Backend Siwon Kim Siwon-Kim https://siwonlog.hashnode.dev/
Backend ꢌ용재 backEndKwon https://blog.naver.com/rhaehfdl0433/
Backend μ΄λ³‘ν›ˆ ksnx3684 https://ksnx3684.tistory.com/
Backend μ •ν˜œμŠΉ hclo99 https://velog.io/@junghs710

πŸ“Ή Main Features Description Video

#1 Create Symptom Report
1.mp4
#2 User Location-based Hospitals Recommendation
2.mp4
#3 Patient Transfer Request to a Hospital
3.mp4
#4 Search Trasferred Symptom Reports
4.mp4
#5 Nearby Hospitals
5.mp4

βš’ Tech Stack


Tech Skills Tech Skills
Runtime Node.js Language TypeScript, Python
Framework Nest.js, Flask DB MySQL(AWS RDS), Redis
Machine Learning Tensorflow Text Mining Konlpy
DevOps Docker Compose, AWS EC2, ALB Frontend ejs
Web Crawling Axios, Cheerio Geolocation Kakao Mobility API, Spatial Index
Concurrency Control BullQueue Large-scale Data Searching TypeORM, QueryBuilder, Composite Index

πŸ’£ Troubleshooting

  1. Concurrency Control Troubleshooting: Description
  2. Distributed Server Troubleshooting: Description
  3. AI Training and Accuracy Improvement Troubleshooting: Description
  4. Distance-based Hospital Recommendation Troubleshooting: Description

πŸ•Έ Architecture

μ• ν”Œλ¦¬μΌ€μ΄μ…˜_아킀텍쳐_μ΅œμ’…



πŸ“’ ERD

2023-06-26 14;29;26


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A service that utilizes AI to classify the severity of emergency patients and provides real-time bed availability and patient transfer requests based on location

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  • HTML 84.5%
  • TypeScript 9.6%
  • EJS 5.8%
  • Other 0.1%