3 papers
cs.LG2021
CoughTrigger: Earbuds IMU Based Cough Detection Activator Using An Energy-efficient Sensitivity-prioritized Time Series Classifier
Shibo Zhang, Ebrahim Nemati, Minh Dinh +6
Persistent coughs are a major symptom of respiratory-related diseases. Increasing research attention has been paid to detecting coughs using wearables, especially during the COVID-…
cs.SD2021
A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection
Shibo Zhang, Ebrahim Nemati, Tousif Ahmed +3
Cough is a major symptom of respiratory-related diseases. There exists a tremendous amount of work in detecting coughs from audio but there has been no effort to identify coughs fr…
cs.LG2018
Recurrent Neural Networks based Obesity Status Prediction Using Activity Data
Qinghan Xue, Xiaoran Wang, Samuel Meehan +3
Obesity is a serious public health concern world-wide, which increases the risk of many diseases, including hypertension, stroke, and type 2 diabetes. To tackle this problem, resea…