iNTUition v9.0-Hack

MSD - Empowering Healthcare Professionals with AI: Converting Research Articles into Multimodal Formats

About

This repository is for iNTUition v9.0 Hackathon where we attempt to transform Research Article published on PubMed into multimodal formats. Our team have managed to extract the most important information from these articles using a NLP model from OpenAI. We then convert these summarized points into PowerPoint slides through the pptx library.

Results

All generated PowerPoint slides can be found under the Generated Slides folder

Team Members

• Clement Tan Kang Hao
• Darren Ng Joon Kai
• Denzyl David Peh
• Zhang Xiaoyang

Libraries Used

• pptx
• Pillow
• requests
• BeautifulSoup
• pdfminer
• os
• fitz
• openai
• re
• dotenv
• PyPDF2
• nltk
• io
• bing_image_urls
• wget
• pathlib
• pdfplumber
• numpy

Possible Improvements

• Better machine learning algorithms for processing of keywords.
• Generate summarize text of research articles with higher accuracies
• More variations and better arrangements of elements for visual appeal
• Implement graphs and tables for statistics found within research articles
• Create other types of multimodal formats such as blogs, inforgraphics and possibly even videos