Research Symposium
22nd annual Undergraduate Research Symposium
Kendall Smith Poster Session 6: 2:30-3:15/Poster #55

BIO
My name is Kendall Smith and I'm a sophomore at FSU double majoring in Computational Biology on the computer science track and Biomathematics. I currently work in a computer science lab where I learn about real-world solutions using AI programs and their applications in the medical field. My career interest includes attending medical school to specialize in anesthesiology.
An Algorithm for Differentiating Abnormal Heartbeats
Authors: Kendall Smith, Jonathan AdamsStudent Major: Computational Biology, Biomathematics
Mentor: Jonathan Adams
Mentor's Department: Computer Science Mentor's College: College of Arts and Sciences Co-Presenters:
Abstract
The medical field is teeming with new technology and, in many ways, the medical fields’ advancements have aided more efficient treatment. Despite this, physicians still rely on old techniques such as stethoscopes to detect heart abnormalities. The main problem with this method is the subjectivity of physicians’ opinions. We’ve automated this process by creating an algorithm for a convolutional neural network which allows AI to differentiate normal heart beat sounds from abnormal sounds. In using this algorithm, we can form a standardized method by which doctors detect and diagnose heart diseases. Future studies should explore the difference in accuracy between algorithms and physicians.
Keywords: AI, Algorithm, Medicine