Md Billal Hossain

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Physical Activity

Spectral Analysis

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Md Billal Hossain, Samuel R. LaMunion, Scott E. Crouter, Edward L. Melanson, Edward Sazonov
A CNN Model for Physical Activity Recognition and Energy Expenditure Estimation from an Eyeglass-Mounted Wearable Sensor. Sensors 24 (10) (2024)
Sultan Mohammad Manjur, Md Billal Hossain, Paul A. Constable, Dorothy A. Thompson, Fernando Marmolejo-Ramos, Irene O. Lee, Hugo F. Posada-Quintero
Spectral analysis of Electroretinography to differentiate autism spectrum disorder and attention deficit hyperactivity disorder. BHI (2023)
Nargis Dewan, Md Billal Hossain, Gwi-Gon Kim, Anna Dunay, Csaba Bálint Illés
How Does AR Technology Adoption and Involvement Behavior Affect Overseas Residents' Life Satisfaction? Big Data Cogn. Comput. 6 (3) (2022)
Shirin Hajeb-Mohammadalipour, Md Billal Hossain, Ki H. Chon
Improving the Accuracy of R-Peak Detection in a Wearable Armband Device for Daily Life Electrocardiogram Monitoring Using a Deep Convolutional Denoising Encoder-Decoder Network. EMBC (2022)
Md Billal Hossain, Hugo F. Posada-Quintero, Ki H. Chon
A Deep Convolutional Autoencoder for Automatic Motion Artifact Removal in Electrodermal Activity Signals: A Preliminary Study. EMBC (2022)
Md Billal Hossain, Hugo F. Posada-Quintero, Youngsun Kong, Riley Q. McNaboe, Ki H. Chon
Automatic motion artifact detection in electrodermal activity data using machine learning. Biomed. Signal Process. Control. 74 (2022)
Sultan Mohammad Manjur, Md Billal Hossain, Paul A. Constable, Dorothy A. Thompson, Fernando Marmolejo-Ramos, Irene O. Lee, David H. Skuse, Hugo F. Posada-Quintero
Detecting Autism Spectrum Disorder Using Spectral Analysis of Electroretinogram and Machine Learning: Preliminary results. EMBC (2022)
Md Billal Hossain, Hugo F. Posada-Quintero, Ki H. Chon
A Deep Convolutional Autoencoder for Automatic Motion Artifact Removal in Electrodermal Activity. IEEE Trans. Biomed. Eng. 69 (12) (2022)
Md Billal Hossain, Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon
Comparison of Electrodermal Activity from Multiple Body Locations Based on Standard EDA Indices' Quality and Robustness against Motion Artifact. Sensors 22 (9) (2022)
Md Billal Hossain, Syed Khairul Bashar, Jesús Lázaro, Natasa Reljin, Yeon-Sik Noh, Ki H. Chon
A robust ECG denoising technique using variable frequency complex demodulation. Comput. Methods Programs Biomed. 200 (2021)
Jihye Moon, Md Billal Hossain, Ki H. Chon
AR and ARMA model order selection for time-series modeling with ImageNet classification. Signal Process. 183 (2021)
Md Billal Hossain, Hugo F. Posada-Quintero, Youngsun Kong, Riley Q. McNaboe, Ki H. Chon
A Preliminary Study on Automatic Motion Artifact Detection in Electrodermal Activity Data Using Machine Learning. EMBC (2021)
Riley Q. McNaboe, Md Billal Hossain, Youngsun Kong, Ki H. Chon, Hugo F. Posada-Quintero
Validation of Spectral Indices of Electrodermal Activity with a Wearable Device. EMBC (2021)
Md Billal Hossain, Jihye Moon, Ki H. Chon
Estimation of ARMA Model Order via Artificial Neural Network for Modeling Physiological Systems. IEEE Access 8 (2020)
Jesús Lázaro, Natasa Reljin, Md Billal Hossain, Yeon-Sik Noh, Pablo Laguna, Ki H. Chon
Wearable Armband Device for Daily Life Electrocardiogram Monitoring. IEEE Trans. Biomed. Eng. 67 (12) (2020)
Syed Khairul Bashar, Md Billal Hossain, Eric Ding, Allan J. Walkey, David D. McManus, Ki H. Chon
Atrial Fibrillation Detection During Sepsis: Study on MIMIC III ICU Data. IEEE J. Biomed. Health Informatics 24 (11) (2020)
Natasa Reljin, Jesús Lázaro, Md Billal Hossain, Yeon-Sik Noh, Chae Ho Cho, Ki H. Chon
Using the Redundant Convolutional Encoder-Decoder to Denoise QRS Complexes in ECG Signals Recorded with an Armband Wearable Device. Sensors 20 (16) (2020)
Md Billal Hossain, Jesús Lázaro, Yeon-Sik Noh, Ki H. Chon
Denoising Wearable Armband ECG Data Using the Variable Frequency Complex Demodulation Technique. EMBC (2020)
Md Billal Hossain, Jin Wei
Reinforcement Learning-Driven QoS-Aware Intelligent Routing for Software-Defined Networks. GlobalSIP (2019)
Md Billal Hossain, Syed Khairul Bashar, Allan J. Walkey, David D. McManus, Ki H. Chon
An Accurate QRS Complex and P Wave Detection in ECG Signals Using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Approach. IEEE Access 7 (2019)