David D. McManus

According to our database, David D. McManus authored at least 34 papers between 2011 and 2024.

Collaborative distances:

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

2024

Atrial fibrillation detection on reconstructed photoplethysmography signals collected from a smartwatch using a denoising autoencoder.

Fahimeh Mohagheghian, Dong Han, Om Ghetia, Darren Chen, Andrew Peitzsch, Nishat Nishita, Eric Ding, Edith Mensah Otabil, Kamran Noorishirazi, Alexander Hamel, Emily L. Dickson, Danielle DiMezza, Khanh-Van Tran, David D. McManus, Ki H. Chon

Expert Syst. Appl., March, 2024

Noise Reduction in Photoplethysmography Signals Using a Convolutional Denoising Autoencoder With Unconventional Training Scheme.

Fahimeh Mohagheghian, Dong Han, Om Ghetia, Andrew Peitzsch, Nishat Nishita, Mahdi Pirayesh Shirazi Nejad, Eric Y. Ding, Kamran Noorishirazi, Alexander Hamel, Edith Mensah Otabil, Danielle DiMezza, Emily L. Dickson, Khanh-Van Tran, David D. McManus, Ki H. Chon

IEEE Trans. Biomed. Eng., February, 2024

Multiclass Arrhythmia Classification using Smartwatch Photoplethysmography Signals Collected in Real-life Settings.

Dong Han, Jihye Moon, Luís Roberto Mercado Díaz, Darren Chen, Devan Williams, Eric Y. Ding, Khanh-Van Tran, David D. McManus, Ki H. Chon

CoRR, 2024

2023

Technology engagement is associated with higher perceived physical well-being in stroke patients prescribed smartwatches for atrial fibrillation detection.

Edith Mensah Otabil, Qiying Dai, Paula Anzenberg, Andreas Filippaios, Eric Ding, Jordy Mehawej, Joanne E. Mathew, Darleen Lessard, Ziyue Wang, Kamran Noorishirazi, Alexander Hamel, Tenes Paul, Danielle DiMezza, Dong Han, Fahimeh Mohagheghian, Apurv Soni, Honghuang Lin, Bruce Barton, Jane Saczynski, Ki H. Chon, Khanh-Van Tran, David D. McManus

Frontiers Digit. Health, March, 2023

Deep cross-modal feature learning applied to predict acutely decompensated heart failure using in-home collected electrocardiography and transthoracic bioimpedance.

Xiang Pan, Chuangqi Wang, Yudong Yu, Natasa Reljin, David D. McManus, Chad E. Darling, Ki H. Chon, Yitzhak Mendelson, Kwonmoo Lee

Artif. Intell. Medicine, 2023

2022

Optimized Signal Quality Assessment for Photoplethysmogram Signals Using Feature Selection.

Fahimeh Mohagheghian, Dong Han, Andrew Peitzsch, Nishat Nishita, Eric Ding, Emily L. Dickson, Danielle DiMezza, Edith Mensah Otabil, Kamran Noorishirazi, Jessica Scott, Darleen Lessard, Ziyue Wang, Cody Whitcomb, Khanh-Van Tran, Timothy P. Fitzgibbons, David D. McManus, Ki H. Chon

IEEE Trans. Biomed. Eng., 2022

Factors associated with long-term use of digital devices in the electronic Framingham Heart Study.

Chathurangi H. Pathiravasan, Yuankai Zhang, Xuzhi Wang, Ludovic Trinquart, Emelia J. Benjamin, Belinda Borrelli, David D. McManus, Vik Kheterpal, Honghuang Lin, Nicole L. Spartano, Eric Schramm, Chunyu Liu, Joanne M. Murabito

npj Digit. Medicine, 2022

2021

Novel Density Poincaré Plot Based Machine Learning Method to Detect Atrial Fibrillation From Premature Atrial/Ventricular Contractions.

Syed Khairul Bashar, Dong Han, Fearass Zieneddin, Eric Ding, Timothy P. Fitzgibbons, Allan J. Walkey, David D. McManus, Bahram Javidi, Ki H. Chon

IEEE Trans. Biomed. Eng., 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

Premature Atrial and Ventricular Contraction Detection Using Photoplethysmographic Data from a Smartwatch.

Dong Han, Syed Khairul Bashar, Fahimeh Mohagheghian, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon

Sensors, 2020

Digital Image Processing Features of Smartwatch Photoplethysmography for Cardiac Arrhythmia Detection.

Dong Han, Syed Khairul Bashar, Fearass Zieneddin, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon

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

Preliminary Results on Density Poincare Plot Based Atrial Fibrillation Detection from Premature Atrial/Ventricular Contractions^*.

Syed Khairul Bashar, Dong Han, Fearass Zieneddin, Eric Ding, Allan J. Walkey, David D. McManus, 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

VERB: VFCDM-Based Electrocardiogram Reconstruction and Beat Detection Algorithm.

Syed Khairul Bashar, Yeon-Sik Noh, Allan J. Walkey, David D. McManus, Ki H. Chon

IEEE Access, 2019

Noise Detection in Electrocardiogram Signals for Intensive Care Unit Patients.

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

IEEE Access, 2019

Smartwatch PPG Peak Detection Method for Sinus Rhythm and Cardiac Arrhythmia.

Dong Han, Syed Khairul Bashar, Jesús Lázaro, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Smartwatch Based Atrial Fibrillation Detection from Photoplethysmography Signals.

Syed Khairul Bashar, Dong Han, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Atrial Fibrillation Detection in ICU Patients: A Pilot Study on MIMIC III Data.

Syed Khairul Bashar, Eric Ding, Daniella Albuquerque, Michael Winter, Sophia Binici, Allan J. Walkey, David D. McManus, Ki H. Chon

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Motion and Noise Artifact-Resilient Atrial Fibrillation Detection Using a Smartphone.

Jo Woon Chong, Chae Ho Cho, Fatemehsadat Tabei, Duy Le-Anh, Nada Esa, David D. McManus, Ki H. Chon

IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

A Novel Personalized Motion and Noise Artifact (MNA) Detection Method for Smartphone Photoplethysmograph (PPG) Signals.

Fatemehsadat Tabei, Rajnish Kumar, Tra Nguyen Phan, David D. McManus, Jo Woon Chong

IEEE Access, 2018

Developing a novel noise artifact detection algorithm for smartphone PPG signals: Preliminary results.

Syed Khairul Bashar, Dong Han, Apurv Soni, David D. McManus, Ki H. Chon

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017

A Robust Motion Artifact Detection Algorithm for Accurate Detection of Heart Rates From Photoplethysmographic Signals Using Time-Frequency Spectral Features.

Duy Dao, Seyed M. A. Salehizadeh, Yeon-Sik Noh, Jo Woon Chong, Chae Ho Cho, David D. McManus, Chad E. Darling, Yitzhak Mendelson, Ki H. Chon

IEEE J. Biomed. Health Informatics, 2017

Impressions of Older Patients with Cardiovascular Diseases to Smart Devices for Heart Rhythm Monitoring.

Eric Ding, Dongqi Liu, Apurv Soni, Oluwaseun Adaramola, Dong Han, Syed Khairul Bashar, Yeon-Sik Noh, Ki H. Chon, David D. McManus

Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017

2016

Motion and Noise Artifact-Resilient Atrial Fibrillation Detection Using a Smartphone.

Rifat Zaman, Jo Woon Chong, Chae Ho Cho, Nada Esa, David D. McManus, Ki H. Chon

Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016

Motion and noise artifact-resilient atrial fibrillation detection algorithm for a smartphone.

Jo Woon Chong, Chae Ho Cho, Nada Esa, David D. McManus, Ki H. Chon

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

Arrhythmia Discrimination Using a Smart Phone.

Jo Woon Chong, Nada Esa, David D. McManus, Ki H. Chon

IEEE J. Biomed. Health Informatics, 2015

2014

Corrections to "Atrial Fibrillation Detection Using an iPhone 4S".

Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Maitas, Ki H. Chon

IEEE Trans. Biomed. Eng., 2014

2013

Atrial Fibrillation Detection Using an iPhone 4S.

Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Mathias, Ki H. Chon

IEEE Trans. Biomed. Eng., 2013

Time-Varying Coherence Function for Atrial Fibrillation Detection.

Jinseok Lee, Yunyoung Nam, David D. McManus, Ki H. Chon

IEEE Trans. Biomed. Eng., 2013

Atrial flutter and atrial tachycardia detection using Bayesian approach with high resolution time-frequency spectrum from ECG recordings.

Jinseok Lee, David D. McManus, Peter Bourrell, Leif Sörnmo, Ki H. Chon

Biomed. Signal Process. Control., 2013

Arrhythmia discrimination using a smart phone.

Jo Woon Chong, David D. McManus, Ki H. Chon

Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013

2012

Automatic Motion and Noise Artifact Detection in Holter ECG Data Using Empirical Mode Decomposition and Statistical Approaches.

Jinseok Lee, David D. McManus, Sneh Merchant, Ki H. Chon

IEEE Trans. Biomed. Eng., 2012

Atrial fibrillation detection using a smart phone.

Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Mathias, Ki H. Chon

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Atrial Fibrillation detection using time-varying coherence function and Shannon Entropy.

Jinseok Lee, David D. McManus, Ki H. Chon

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011