3. Programs Archive Archives - Page 11 of 33 - Senior Design Day

A Comparison of MS and Ph.D. Programs for Three University of Rochester Departments between 2015-2022

1. Team 2. Mentor Georgen Institute for Data Science (GIDS) 3. Sponsor Lisa Altman 4. Abstract Due to the continuously increased demand for Data Science degrees, our school will open…

Clustering Analysis of HIV Prevention Strategies on Magnetic Couples Study

Magnetic Couple Study collected data and information from heterosexual couples who are of mixed HIV-status and recorded their prevention methods, including condom use, viral load, and new method-PrEP. This project focused on using unsupervised learning algorithms to examine the main predictors associated with protection strategies.

Machine Learning Decision Support Tool For Trauma Activation Level

ML Based classification model to detect triage level for patients arriving at trauma centre, and thus allocate appropriate resources. This was achieved using patients' data from URMC (Department of Paediatrics).

Mitigating Class Imbalance by Generating Synthetic Coughs Using WaveGAN

Virufy has created machine learning models that analyze coughs in order to provide a COVID-19 diagnosis. Training these models requires an even balance between COVID-positive and COVID-negative data, but they unfortunately have very little positive data. In order to combat this issue, the team hoped to generate synthetic coughs that closely resemble real coughs.

Classifying Patient Perceptions of Tolerability of Cancer Treatment

Team Academic Advisor Prof. Ajay Anand and Prof. Cantay Caliskan Project Sponsor Dr. Erika Ramsdale and the URMC Geriatric Oncology Team Introduction Studies in recent years have shown that cancer…

Revenue Forecast Using Time Series-Based Deep Learning Model

Team Mentor Professor Ajay Anand Dr. Preston Countryman Sponsor Corning Inc. – Data Science & Intelligence (DSI) Team Abstract Corning wants to develop a deep-time-series model to perform accurate customer-level…

Real-time Echo Cancelation Device for Flat Panel Smart Speaker

Background When we play music to and record speech from a flat panel speaker at the same time, the recorded speech will have music interference. The music interference will hurt…

Acoustic Guitar Transducer Effects

We aimed to create a device that allows acoustic guitarists to produce real-time audio effects, such as reverb and delay, by resonating the body of their guitar with a transducer. Our device would improve upon existing market products by offering higher-qaulity audio processing, more effects and more user-friendly hardware components.

Talkbox and Vocoder Pedal

This project combines two instrument and vocal effects, Talkbox and Vocoder, in one guitar pedal unit, making it easy to use and switch between either effect.

Real-time Echo Cancelation Device for Flat Panel Smart Speaker

Team Mentors Professor Michael Heilemann, Professor Daniel Phinney, Professor Sarah Smith, Tre DiPassio TL;DR We designed a system that includes both hardware and software components to extract speech audio from…

Electronic Wind Instrument

Team Mentor Michael Heilemann, Dan Phinney, Sarah Smith, Tre DiPassio Abstract An Electronic Wind Instrument, or EWI, is a type of wind controller that takes in breath input and outputs…

Mid-Wave IR Read-Out Integrated Circuit

Team Mentor Professor Mottley and Professor Phinney Abstract Wildfires burn 7 million acres of land in the US every year. We present a read-out integrated circuit (ROIC) designed to be…