AIHacks4Good

Our first online Hackathon was AIHacks4Good. We picked the sub-domain of AI in the healthcare industry. This was i deal since our team consisted of 2 biotechnology and 2 computer science undergraduates. Our idea was to detect any bias in data using MATLAB. Here is a small presentation and a word docs covering our points, problem and approach.

Segregating Biased Data in Healthcare Datasets using MATLAB

We used MATLAB for AI understanding of data bias in a dataset (if any) and then use an embedded C++ code in order to interact with the user with an HTML5 web interface. However, since the hackathon was for only 1 day, we could not achieve all of the above-mentioned expectations.

Here is a link to the GitHub repository where we have added our code to the project, the dataset we used, and an output PDF.

GitHub - Uday-Vamsidhar/Detecting-DataBias-in-DataSet: Using AI to detect data bias in a dataset. MATLAB & C++ was used for this project.Using AI to detect data bias in a dataset. MATLAB & C++ was used for this project. - GitHub - Uday-Vamsidhar/Detecting-DataBias-in-DataSet: Using AI to detect data bias in a dataset. MATLAB &am...

We did not win any prizes or anything, we did not completely show a prototype. However, we did learn some important skills and got the experience to understand how we would approach our next hackathon.