Intelligent Home Monitoring

The main goal of this project is to facilitate high-quality care and explore evidences of new health conditions of the patients which could result in reducing the readmission to hospital after discharge.

It also applies precise evidence-based economic analytics to evaluate the level of success. The health condition of the patient is constantly and precisely monitored to allow for sending timely medical instructions. Also, applying different real-time machine learning algorithms allows for extracting different behavior patterns, performing personalized analysis, and making knowledge-driven medical decisions. The signals from a comprehensive set of sensors will be collected and forwarded to the infrastructure to be analyzed by a variety of big data analytics solutions to extract dynamic behavior patterns. Our intelligent decision system will assist the physician for more knowledge-driven decision making.

We use advanced AR/VR techniques to enhance the user interactions with the system. The provided solutions will be applied on several volunteered residents in our collaborator retirement homes community and the final approved systems will be provided to the larger community. Our team in geriatric medicine ensure a non-intrusive and consent-based approach to the volunteered elderly residents.

Publications

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B. Eapen, N. Archer, K. Sartipi | February 2021 | Journal of JMIR Dermatol 2020

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B. Eapen, K. Sartipi, N. Archer | May 2020 | ArXiv.org

Intelligent Home Monitoring Team

Dr. Kamran Sartipi

Computer Science

DEPARTMENT OF COMPUTER SCIENCE
EAST CAROLINA UNIVERSITY

Dr. Ricky Castles

ENGINEERING

DEPARTMENT OF ENGINEERING
EAST CAROLINA UNIVERSITY

Dr. William Johnstone

GERIATRIC MEDICINE

DEPARTMENT OF FAMILY MEDICINE
EAST CAROLINA UNIVERSITY

Dr. James Cox

CHAIR IN ECONOMICS

School of economics
GEORGIA STATE UNIVERSITY

Dr. Young Kim

Occupational Therapy

EAST CAROLINA UNIVERSITY

Dr. Mark Hills

Computer science

DEPARTMENT OF COMPUTER SCIENCE
EAST CAROLINA UNIVERSITY

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Dr. Donna Roberson

Nursing

DEPARTMENT OF Nursing
EAST CAROLINA UNIVERSITY

Wu_Rui-1410_200

Dr. Rui Wu

Computer science

DEPARTMENT OF Computer science
EAST CAROLINA UNIVERSITY

Special thanks to the close collaboration with East Carolina University, Georgia State University & Cypress Glen Retirement Community

Other projects

A multi-disciplinary research initiative on Information and System Intelligence research.