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Md Billal Hossain
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Journal Articles
- 2024
- [j12]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): 3046 (2024) - 2022
- [j11]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): 80 (2022) - [j10]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: 103483 (2022) - [j9]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): 3177 (2022) - [j8]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): 3601-3611 (2022) - 2021
- [j7]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: 105856 (2021) - [j6]Jihye Moon
, Md Billal Hossain
, Ki H. Chon:
AR and ARMA model order selection for time-series modeling with ImageNet classification. Signal Process. 183: 108026 (2021) - 2020
- [j5]Md Billal Hossain
, Jihye Moon
, Ki H. Chon
:
Estimation of ARMA Model Order via Artificial Neural Network for Modeling Physiological Systems. IEEE Access 8: 186813-186820 (2020) - [j4]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): 4611 (2020) - [j3]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): 3464-3473 (2020) - [j2]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): 3124-3135 (2020) - 2019
- [j1]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: 128869-128880 (2019)
Conference and Workshop Papers
- 2023
- [c8]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: 1-4 - 2022
- [c7]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: 325-328 - [c6]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: 3435-3438 - [c5]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: 4291-4294 - 2021
- [c4]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: 6920-6923 - [c3]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: 6991-6994 - 2020
- [c2]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: 592-595 - 2019
- [c1]Md Billal Hossain, Jin Wei:
Reinforcement Learning-Driven QoS-Aware Intelligent Routing for Software-Defined Networks. GlobalSIP 2019: 1-5
Coauthor Index
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