A study of an EMG-based authentication algorithm using an artificial neural network. - Siho Shin; Jaehyo Jung; Youn Tae Kim (IEEE SENSORS, 2017)

Development of a Telemetric, Miniaturized Electrochemical Amperometric Analyzer. - Jaehyo Jung; Jihoon Lee; Siho Shin; Youn Tae Kim (Sensors, 2017)

Multi bio-signal based algorithm using EMD and FFT for stress analysis. - Mingu Kang; Jaehyo Jung; Siho Shin; Kyeung Ho Kang; Youn Tae Kim (ICCE, 2020)

Electromyogram-based algorithm using bagged trees for biometric person authentication and motion recognition. - Siho Shin; Jaehyo Jung; Mingu Kang; Kyeung Ho Kang; Youn Tae Kim (ICCE, 2020)

Estimation of a physical activity energy expenditure with a patch-type sensor module using artificial neural network. - Kyeung Ho Kang; Siho Shin; Jaehyo Jung; Youn Tae Kim (Concurr. Comput. Pract. Exp., 2021)

Mental Stress Classification Based on a Support Vector Machine and Naive Bayes Using Electrocardiogram Signals. - Mingu Kang; Siho Shin; Gengjia Zhang; Jaehyo Jung; Youn Tae Kim (Sensors, 2021)

Development of a Variety of Fast Machine Learning Model for ECG-based Arrhythmia Classifier. - Gengjia Zhang; Siho Shin; Jaehyo Jung; Meina Li; Youn Tae Kim (AIKE, 2022)

Machine learning Algorithm for Non-invasive Blood Pressure Estimation Using PPG Signals. - Gengjia Zhang; Siho Shin; Jaehyo Jung; Meina Li; Youn Tae Kim (AIKE, 2022)

Decision Tree Algorithm for Depression Diagnosis from Facial Images. - Daegil Choi; Gengjia Zhang; Siho Shin; Jaehyo Jung (ICAIC, 2023)

Cuff-less blood pressure estimation from ECG and PPG using CNN-LSTM algorithms. - Gengjia Zhang; Daegil Choi; Siho Shin; Jaehyo Jung (ICAIC, 2023)

Cascade forest regression algorithm for non-invasive blood pressure estimation using PPG signals. - Gengjia Zhang; Siho Shin; Jaehyo Jung (Appl. Soft Comput., 2023)