Disease diagnosis using classification and NLP

Author

Rebecca Ceppas de Castro, Fulya Tastan, Philip Barron, Mohammad Rafiqul Islam, Nina Adhikari, Viraj Meruliya

Published

June 18, 2024

Team Members
Rebecca Ceppas de Castro, Fulya Tastan, Philip Barron, Mohammad Rafiqul Islam, Nina Adhikari, Viraj Meruliya

Automatic Symptom Detection (ASD) and Automatic Diagnosis (AD) have seen several advances in recent years. Patients and medical professionals would benefit from tools that can aid in diagnosing diseases based on antecedents and presenting symptoms. The lack of quality healthcare in many parts of the world makes solving this problem a matter of utmost urgency. The aim of this project is to build a tool that can diagnose a disease based on a list of symptoms and contribute to our understanding of automatic diagnosis.

Project Details

Slides
Executive Summary
GitHub Repo

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Citation

BibTeX citation:
@online{ceppas_de_castro,_fulya_tastan,_philip_barron,_mohammad_rafiqul_islam,_nina_adhikari,_viraj_meruliya_2024,
  author = {Ceppas de Castro, Fulya Tastan, Philip Barron, Mohammad
    Rafiqul Islam, Nina Adhikari, Viraj Meruliya , Rebecca},
  title = {Disease Diagnosis Using Classification and {NLP}},
  date = {2024-06-18},
  url = {https://mrislambd.github.io/portfolio/dsp/dp-nlp/},
  langid = {en}
}
For attribution, please cite this work as:
Ceppas de Castro, Fulya Tastan, Philip Barron, Mohammad Rafiqul Islam, Nina Adhikari, Viraj Meruliya, Rebecca. 2024. “Disease Diagnosis Using Classification and NLP.” June 18, 2024. https://mrislambd.github.io/portfolio/dsp/dp-nlp/.