Aadya G. 2024 | BASIS Independent Silicon Valley
- Project Title: Patient Support Using A Large Language Model-based Chatbot
- BASIS Independent Advisor: Swetha Bhattacharya
- Internship Location: Kulandaivelu Kalai DDS
- Onsite Mentor: Dr. Kalai Kulandaivelu
I aim to simplify patient-doctor interactions by creating a chatbot that recommends treatments based on patients’ stated problems and medical history.
As input data, I will use a list of sample data that includes patient history, medical records, the patient’s stated problem, and LLM training data. Using this information, the chatbot will be able to support the patient by providing oral-care tips or Over-The-Counter (OTC) medication if they are experiencing any pain. I will create a sample database in consultation with my external advisor that includes patient history and medical records. Based on this data, if the patient has had similar issues in the past, the chatbot will provide oral remedies.
My Posts
Week 6: Finding a New Floss-ophy
April 6, 2024
Hi everyone, and welcome to Week 6 of my senior project! This week I tried out different options to acquire my patient dataset. As I mentioned last week, I found a Virtual Dental management software on Github but was not able to execute the files as I needed the Microsoft SQL (MSSQL) server. I started […]
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Week 5: Data Implants
March 30, 2024
Hello everyone, and welcome to Week 5 of my senior project. Thank you all so much for following along! Let’s get into this week’s updates as I provide a timeline for completing my project as well as uncover the journey of finding my dataset. Timeline: Before starting this project, I created a timeline as […]
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Week 4: Filling in the Gaps
March 22, 2024
Hi everyone, and welcome to Week 4 of my senior project! This week, I focused on fixing the errors of my custom GPT. As I mentioned last week, the chatbot would provide the user with large amounts of text, which affects readability. So, let’s go over the process for enhancing user experience! Installing the […]
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Week 3: Rooting for GPT-4
March 15, 2024
Hi everyone, and welcome back! As I discussed last week, I began creating a custom GPT using OpenAI’s GPT-4. The process for creating your own GPT is pretty simple, but I will go more in-depth on how exactly I was able to customize this chatbot. In this post, I will cover the steps for creating […]
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