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Sujan Subendran's Projects

bcr-terminology icon bcr-terminology

Breast Cancer Recurrence (BCR) terminology used with Apache cTAKES to identify recurrence in clinical notes.

computer-networks icon computer-networks

Implemented queue simulations for network analysis as part of the course: ECE 358 Computer Networks.

ecg-models icon ecg-models

Modelling ECG time series data using parametric models (ex. ARIMA).

open-mind icon open-mind

OpenMind iOS App, designed to help with mental health management for college and university students.

open-mind-backend icon open-mind-backend

The backend REST API for OpenMind built using Django. OpenMind is an iOS app that helps with mental health management for college and university students.

pattern-recognition-asgmt icon pattern-recognition-asgmt

Assignments focused on coding of ml classifiers, dimensionality reduction techniques and validation methods.

pattern-recognition-project icon pattern-recognition-project

Used Machine Learning techniques for prediction of hospital readmission. This was modeled as a two-class and three-class classification problem.

safetycheck icon safetycheck

A safety wearable device that can detect hazardous gases using Internet of Things. This device will detect both alcohol and H2S gas and then give an alert to the worker. It works with a web app that is compatible across all devices. This app will also alert the worker and provide gas concentration analytics for their supervisor. With this product workers will be guaranteed safety when working is hazardous environments.

syde522-project icon syde522-project

Machine Learning algorithms were trained and tested on a heart disease dataset. The algorithms were optimized and the performance was compared.

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