Md Billal Hossain

According to our database, Md Billal Hossain authored at least 21 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A CNN Model for Physical Activity Recognition and Energy Expenditure Estimation from an Eyeglass-Mounted Wearable Sensor.

Md Billal Hossain, Samuel R. LaMunion, Scott E. Crouter, Edward L. Melanson, Edward Sazonov

Sensors, May, 2024

Automatic motion artifact detection in electrodermal activity signals using 1D U-net architecture.

Youngsun Kong, Md Billal Hossain, Andrew Peitzsch, Hugo F. Posada-Quintero, Ki H. Chon

Comput. Biol. Medicine, 2024

2023

Spectral analysis of Electroretinography to differentiate autism spectrum disorder and attention deficit hyperactivity disorder.

Sultan Mohammad Manjur, Md Billal Hossain, Paul A. Constable, Dorothy A. Thompson, Fernando Marmolejo-Ramos, Irene O. Lee, Hugo F. Posada-Quintero

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022

A Deep Convolutional Autoencoder for Automatic Motion Artifact Removal in Electrodermal Activity.

Md Billal Hossain, Hugo F. Posada-Quintero, Ki H. Chon

IEEE Trans. Biomed. Eng., 2022

Comparison of Electrodermal Activity from Multiple Body Locations Based on Standard EDA Indices' Quality and Robustness against Motion Artifact.

Md Billal Hossain, Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon

Sensors, 2022

Automatic motion artifact detection in electrodermal activity data using machine learning.

Md Billal Hossain, Hugo F. Posada-Quintero, Youngsun Kong, Riley Q. McNaboe, Ki H. Chon

Biomed. Signal Process. Control., 2022

How Does AR Technology Adoption and Involvement Behavior Affect Overseas Residents' Life Satisfaction?

Nargis Dewan, Md Billal Hossain, Gwi-Gon Kim, Anna Dunay, Csaba Bálint Illés

Big Data Cogn. Comput., 2022

Detecting Autism Spectrum Disorder Using Spectral Analysis of Electroretinogram and Machine Learning: Preliminary results.

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

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

A Deep Convolutional Autoencoder for Automatic Motion Artifact Removal in Electrodermal Activity Signals: A Preliminary Study.

Md Billal Hossain, Hugo F. Posada-Quintero, Ki H. Chon

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

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.

Shirin Hajeb-Mohammadalipour, Md Billal Hossain, Ki H. Chon

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

AR and ARMA model order selection for time-series modeling with ImageNet classification.

Jihye Moon, Md Billal Hossain, Ki H. Chon

Signal Process., 2021

A robust ECG denoising technique using variable frequency complex demodulation.

Md Billal Hossain, Syed Khairul Bashar, Jesús Lázaro, Natasa Reljin, Yeon-Sik Noh, Ki H. Chon

Comput. Methods Programs Biomed., 2021

Validation of Spectral Indices of Electrodermal Activity with a Wearable Device.

Riley Q. McNaboe, Md Billal Hossain, Youngsun Kong, Ki H. Chon, Hugo F. Posada-Quintero

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

A Preliminary Study on Automatic Motion Artifact Detection in Electrodermal Activity Data Using Machine Learning.

Md Billal Hossain, Hugo F. Posada-Quintero, Youngsun Kong, Riley Q. McNaboe, Ki H. Chon

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Atrial Fibrillation Detection During Sepsis: Study on MIMIC III ICU Data.

Syed Khairul Bashar, Md Billal Hossain, Eric Ding, Allan J. Walkey, David D. McManus, Ki H. Chon

IEEE J. Biomed. Health Informatics, 2020

Wearable Armband Device for Daily Life Electrocardiogram Monitoring.

Jesús Lázaro, Natasa Reljin, Md Billal Hossain, Yeon-Sik Noh, Pablo Laguna, Ki H. Chon

IEEE Trans. Biomed. Eng., 2020

Using the Redundant Convolutional Encoder-Decoder to Denoise QRS Complexes in ECG Signals Recorded with an Armband Wearable Device.

Natasa Reljin, Jesús Lázaro, Md Billal Hossain, Yeon-Sik Noh, Chae Ho Cho, Ki H. Chon

Sensors, 2020

Estimation of ARMA Model Order via Artificial Neural Network for Modeling Physiological Systems.

Md Billal Hossain, Jihye Moon, Ki H. Chon

IEEE Access, 2020

Denoising Wearable Armband ECG Data Using the Variable Frequency Complex Demodulation Technique.

Md Billal Hossain, Jesús Lázaro, Yeon-Sik Noh, Ki H. Chon

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

An Accurate QRS Complex and P Wave Detection in ECG Signals Using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Approach.

Md Billal Hossain, Syed Khairul Bashar, Allan J. Walkey, David D. McManus, Ki H. Chon

IEEE Access, 2019

Reinforcement Learning-Driven QoS-Aware Intelligent Routing for Software-Defined Networks.

Md Billal Hossain, Jin Wei

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019