Name: Eric Jon Severson
Type: User
Bio: I am an MSc student at UiS (Univ of Stavanger - Norway) studying Computational Engineering.
Official GitHub: https://github.com/Eric-Jon-Severson-Stavanger
Location: Stavanger, Norway
Blog: https://github.com/Eric-Jon-Severson-Stavanger
Eric Jon Severson's Projects
Detect sleep apnea using heart rate data from wearable devices
test
Predictive model - Predicting the heart disease
Garmin Connect activity exporter and backup tool
This is a Healthcare Predictive Analytics Model to analyze signals from devices to test a patient for alarming diseases. This model using deep neural networks to predict an alarm based on the signals generated from different devices
Predicts the Probability of Heart Disease in a person given the patients' medical details . Dimensionality Reduction is performed using Principal Component Analysis and Classifier used is SVM and LinearSVC
Database updated
Predicting stroke using ensemble and boosting algorithms
this is dash hosted in django framework deployed via heroku
This is an example of deploying a Django website with a DASH web app. The website is hosted via Heroku.
A Disease-Symptoms Network and a system that predicts diseases from symptoms using a decision tree classifier.
Project using machine learning to predict depression using health care data from the CDC NHANES website. A companion dashboard for users to explore the data in this project was created using Streamlit. Written with python using jupyter notebook for the main project flow/analysis and visual studio code for writing custom functions and creating the dashboard.
A Python Library for Health Predictive Models
Oppsummering