Multiple Model Analytics for Adverse Event Prediction in Remote Health Monitoring Systems

Pourhomayoun, Mohammad ;   Alshurafa, Nabil ;   Mortazavi, Bobak ;   Ghasemzadeh, Hassan ;   Sideris, Konstantinos ;   Sadeghi, Bahman ;   Ong, Michael ;   Evangelista, Lorraine ;   Romano, Patrick ;   Auerbach, Andrew ;   Kimchi, Asher ;   Sarrafzadeh, Majid

Tags Patient monitoring and care in diverse environmentsData mining, analysis and machine learningPreventive medicine

Remote health monitoring systems (RHMS) are gaining an important role in healthcare by collecting and transmitting patient vital information...

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Non-Invasive Monitoring of Eating Behavior using Spectrogram Analysis in a Wearable Necklace

Alshurafa, Nabil ;   Kalantarian, Haik ;   Pourhomayoun, Mohammad ;   Sarin, Shruti ;   Liu, Jason Jun Hing ;   Sarrafzadeh, Majid

Tags Wearable sensorsBody sensor networksmHealth

Food intake levels, hydration, chewing and swallowing rate, and dietary choices are all factors known to impact one's health. This paper...

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Spectrogram-Based Audio Classification of Nutrition Intake

Kalantarian, Haik ;   Alshurafa, Nabil ;   Pourhomayoun, Mohammad ;   Sarin, Shruti ;   Le, Tuan ;   Sarrafzadeh, Majid

Tags Body sensor networks

Acoustic monitoring of food intake in an unobtrusive, wearable form-factor can encourage healthy dietary choices by enabling individuals to...

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Support Vector Regression for METs of Exergaming Actions

Mortazavi, Bobak ;   Pourhomayoun, Mohammad ;   Alshurafa, Nabil ;   Chronley, Michael ;   Lee, Sunghoon Ivan ;   Roberts, Christian K ;   Sarrafzadeh, Majid

Tags Wearable sensorsSensor reliability and data validationBody sensor networks

Sedentary behavior is a root cause of several chronic conditions affecting health of adults and children in the United States and worldwide....

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