David D. McManus

40 papers B 2C 2Misc 1Journal 26Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
ECG Statement Classification and Lead Reconstruction Using CNN-Based Models.
IEEE J. Biomed. Health Informatics
Kiriaki J. Rajotte, Bashima Islam, Xinming Huang, David D. McManus, Edward A. Clancy
2026 J jnl
Multiclass Arrhythmia Classification Using Multimodal Smartwatch Photoplethysmography Signals Collected in Real-Life Settings.
IEEE Trans. Biomed. Eng.
Dong Han, Jihye Moon, Luís Roberto Mercado Díaz, Darren Chen, Devan Williams, Fahimeh Mohagheghian, Om Ghetia, Andrew G. Peitzsch, Youngsun Kong, Nishat Nishita, Ohm Ghutadaria, Taylor A. Orwig, Edith Mensah Otabil, Kamran Noorishirazi, Alexander Hamel, Emily L. Dickson, Danielle DiMezza, Darleen Lessard, Ziyue Wang, Tenes Paul, Jordy Mehawej, Andreas Filippaios, Syed Naeem, Matthew F. Gottbrecht, Timothy P. Fitzgibbons, Jane Saczynski, Bruce Barton, Eric Y. Ding, Khanh-Van Tran, David D. McManus, Ki H. Chon
2025 J jnl
Artificial intelligence-enabled analysis of handheld single-lead electrocardiograms to predict incident atrial fibrillation: an analysis of the VITAL-AF randomized trial.
npj Digit. Medicine
Shaan Khurshid, Sam Freesun Friedman, Mostafa A. Al-Alusi, Shinwan Kany, Thomas Sommers, Christopher D. Anderson, Jennifer E. Ho, David D. McManus, Leila H. Borowsky, Jeffrey M. Ashburner, Steven A. Lubitz, Steven J. Atlas, Mahnaz Maddah, Daniel E. Singer, Patrick T. Ellinor
2025 C conf
Comparing Quantization Methods for On-Edge ECG Interpretation Using Multi-Task CNN.
BSN
Kiriaki J. Rajotte, Bashima Islam, David D. McManus, Xinming Huang, Edward A. Clancy
2025 J jnl
Evaluation of an integrated digital and mobile intervention to improve outcomes for patients with moderate to severe COPD.
npj Digit. Medicine
Laurel O'Connor, Biqi Wang, Zehao Ye, Stephanie Behar, Seanan Tarrant, Pamela Stamegna, Caitlin Pretz, Leah Dunkel, Brandon Savage, Thomas Scornavacca, Jeanne Shirshac, Tracey Wilkie, Shaun Toomey, Marie Mullen, Kimberly Fisher, Emil Tigas, Steven Wong, David D. McManus, Eric Alper, Fernando Martinez, Allan J. Walkey, Peter K. Lindenauer, Eric Dickson, John Broach, Vik Kheterpal, Apurv Soni
2025 Misc conf
Multiclass Arrhythmia Classification using Smartwatch Photoplethysmography Signals Collected in Real-life Settings.
ICASSP
Dong Han, Jihye Moon, Luís Roberto Mercado Díaz, Darren Chen, Devan Williams, Eric Y. Ding, Khanh-Van Tran, David D. McManus, Ki H. Chon
2024 J jnl
Atrial fibrillation detection on reconstructed photoplethysmography signals collected from a smartwatch using a denoising autoencoder.
Expert Syst. Appl.
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
2024 J jnl
Multiclass Arrhythmia Classification using Smartwatch Photoplethysmography Signals Collected in Real-life Settings.
CoRR
Dong Han, Jihye Moon, Luís Roberto Mercado Díaz, Darren Chen, Devan Williams, Eric Y. Ding, Khanh-Van Tran, David D. McManus, Ki H. Chon
2024 J jnl
Noise Reduction in Photoplethysmography Signals Using a Convolutional Denoising Autoencoder With Unconventional Training Scheme.
IEEE Trans. Biomed. Eng.
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
2023 J jnl
Deep cross-modal feature learning applied to predict acutely decompensated heart failure using in-home collected electrocardiography and transthoracic bioimpedance.
Artif. Intell. Medicine
Xiang Pan, Chuangqi Wang, Yudong Yu, Natasa Reljin, David D. McManus, Chad E. Darling, Ki H. Chon, Yitzhak Mendelson, Kwonmoo Lee
2023 J jnl
Technology engagement is associated with higher perceived physical well-being in stroke patients prescribed smartwatches for atrial fibrillation detection.
Frontiers Digit. Health
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
2022 J jnl
Factors associated with long-term use of digital devices in the electronic Framingham Heart Study.
npj Digit. Medicine
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
2022 J jnl
Optimized Signal Quality Assessment for Photoplethysmogram Signals Using Feature Selection.
IEEE Trans. Biomed. Eng.
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
2021 J jnl
Novel Density Poincaré Plot Based Machine Learning Method to Detect Atrial Fibrillation From Premature Atrial/Ventricular Contractions.
IEEE Trans. Biomed. Eng.
Syed Khairul Bashar, Dong Han, Fearass Zieneddin, Eric Ding, Timothy P. Fitzgibbons, Allan J. Walkey, David D. McManus, Bahram Javidi, Ki H. Chon
2020 J jnl
Atrial Fibrillation Detection During Sepsis: Study on MIMIC III ICU Data.
IEEE J. Biomed. Health Informatics
Syed Khairul Bashar, Md Billal Hossain, Eric Ding, Allan J. Walkey, David D. McManus, Ki H. Chon
2020 — conf
Digital Image Processing Features of Smartwatch Photoplethysmography for Cardiac Arrhythmia Detection.
EMBC
Dong Han, Syed Khairul Bashar, Fearass Zieneddin, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon
2020 — conf
Preliminary Results on Density Poincare Plot Based Atrial Fibrillation Detection from Premature Atrial/Ventricular Contractions
EMBC
Syed Khairul Bashar, Dong Han, Fearass Zieneddin, Eric Ding, Allan J. Walkey, David D. McManus, Ki H. Chon
2020 J jnl
Premature Atrial and Ventricular Contraction Detection Using Photoplethysmographic Data from a Smartwatch.
Sensors
Dong Han, Syed Khairul Bashar, Fahimeh Mohagheghian, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon
2019 J jnl
An Accurate QRS Complex and P Wave Detection in ECG Signals Using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Approach.
IEEE Access
Md Billal Hossain, Syed Khairul Bashar, Allan J. Walkey, David D. McManus, Ki H. Chon
2019 — conf
Atrial Fibrillation Detection in ICU Patients: A Pilot Study on MIMIC III Data.
EMBC
Syed Khairul Bashar, Eric Ding, Daniella Albuquerque, Michael Winter, Sophia Binici, Allan J. Walkey, David D. McManus, Ki H. Chon
2019 J jnl
Noise Detection in Electrocardiogram Signals for Intensive Care Unit Patients.
IEEE Access
Syed Khairul Bashar, Eric Ding, Allan J. Walkey, David D. McManus, Ki H. Chon
2019 — conf
Smartwatch Based Atrial Fibrillation Detection from Photoplethysmography Signals.
EMBC
Syed Khairul Bashar, Dong Han, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon
2019 — conf
Smartwatch PPG Peak Detection Method for Sinus Rhythm and Cardiac Arrhythmia.
EMBC
Dong Han, Syed Khairul Bashar, Jesús Lázaro, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon
2019 J jnl
VERB: VFCDM-Based Electrocardiogram Reconstruction and Beat Detection Algorithm.
IEEE Access
Syed Khairul Bashar, Yeon-Sik Noh, Allan J. Walkey, David D. McManus, Ki H. Chon
2018 J jnl
A Novel Personalized Motion and Noise Artifact (MNA) Detection Method for Smartphone Photoplethysmograph (PPG) Signals.
IEEE Access
Fatemehsadat Tabei, Rajnish Kumar, Tra Nguyen Phan, David D. McManus, Jo Woon Chong
2018 — conf
Developing a novel noise artifact detection algorithm for smartphone PPG signals: Preliminary results.
BHI
Syed Khairul Bashar, Dong Han, Apurv Soni, David D. McManus, Ki H. Chon
2018 J jnl
Motion and Noise Artifact-Resilient Atrial Fibrillation Detection Using a Smartphone.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Jo Woon Chong, Chae Ho Cho, Fatemehsadat Tabei, Duy Le-Anh, Nada Esa, David D. McManus, Ki H. Chon
2017 J jnl
A Robust Motion Artifact Detection Algorithm for Accurate Detection of Heart Rates From Photoplethysmographic Signals Using Time-Frequency Spectral Features.
IEEE J. Biomed. Health Informatics
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
2017 B conf
Impressions of Older Patients with Cardiovascular Diseases to Smart Devices for Heart Rhythm Monitoring.
CHASE
Eric Ding, Dongqi Liu, Apurv Soni, Oluwaseun Adaramola, Dong Han, Syed Khairul Bashar, Yeon-Sik Noh, Ki H. Chon, David D. McManus
2016 B conf
Motion and Noise Artifact-Resilient Atrial Fibrillation Detection Using a Smartphone.
CHASE
Rifat Zaman, Jo Woon Chong, Chae Ho Cho, Nada Esa, David D. McManus, Ki H. Chon
2016 — conf
Motion and noise artifact-resilient atrial fibrillation detection algorithm for a smartphone.
BHI
Jo Woon Chong, Chae Ho Cho, Nada Esa, David D. McManus, Ki H. Chon
2015 J jnl
Arrhythmia Discrimination Using a Smart Phone.
IEEE J. Biomed. Health Informatics
Jo Woon Chong, Nada Esa, David D. McManus, Ki H. Chon
2014 J jnl
Corrections to "Atrial Fibrillation Detection Using an iPhone 4S".
IEEE Trans. Biomed. Eng.
Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Maitas, Ki H. Chon
2013 C conf
Arrhythmia discrimination using a smart phone.
BSN
Jo Woon Chong, David D. McManus, Ki H. Chon
2013 J jnl
Atrial Fibrillation Detection Using an iPhone 4S.
IEEE Trans. Biomed. Eng.
Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Mathias, Ki H. Chon
2013 J jnl
Atrial flutter and atrial tachycardia detection using Bayesian approach with high resolution time-frequency spectrum from ECG recordings.
Biomed. Signal Process. Control.
Jinseok Lee, David D. McManus, Peter Bourrell, Leif Sörnmo, Ki H. Chon
2013 J jnl
Time-Varying Coherence Function for Atrial Fibrillation Detection.
IEEE Trans. Biomed. Eng.
Jinseok Lee, Yunyoung Nam, David D. McManus, Ki H. Chon
2012 — conf
Atrial fibrillation detection using a smart phone.
EMBC
Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Mathias, Ki H. Chon
2012 J jnl
Automatic Motion and Noise Artifact Detection in Holter ECG Data Using Empirical Mode Decomposition and Statistical Approaches.
IEEE Trans. Biomed. Eng.
Jinseok Lee, David D. McManus, Sneh Merchant, Ki H. Chon
2011 — conf
Atrial Fibrillation detection using time-varying coherence function and Shannon Entropy.
EMBC
Jinseok Lee, David D. McManus, Ki H. Chon