Symposium

Of Rising Scholars

Spring 2024

Rish will be presenting at The Symposium of Rising Scholars on Saturday, March 23rd! To attend the event and see Rish's presentation.

Go to Polygence Scholars page
Rish Kamity's cover illustration
Polygence Scholar2023
Rish Kamity's profile

Rish Kamity

Class of 2026San Jose, CA

About

Projects

  • "Improving Disease Diagnosis from X-ray Imaging" with mentor Garrett (Oct. 24, 2023)

Project Portfolio

Improving Disease Diagnosis from X-ray Imaging

Started Apr. 28, 2023

Abstract or project description

X-ray imaging is widely used in medicine to diagnose patient's conditions so that appropriate treatment can be undertaken. In recognition of the importance of data-driven approaches to healthcare, the National Institutes of Health has released a dataset of X-ray images and their associated diagnoses (https://nihcc.app.box.com/v/ChestXray-NIHCC). We plan to apply machine learning techniques to this dataset to create a model that can identify the potential presence of various diseases given an X-ray image. Ideally, we will improve over the state-of-the-art in terms of metrics such as (balanced) classification accuracy and F1 score.