David D. McManus

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 25

Top Topics

Detection Algorithm

Noise Reduction

Atrial Fibrillation

Top Venues

IEEE Trans. Biomed. Eng.

IEEE J. Biomed. Health Informatics

Publications

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
Noise Reduction in Photoplethysmography Signals Using a Convolutional Denoising Autoencoder With Unconventional Training Scheme. IEEE Trans. Biomed. Eng. 71 (2) (2024)
Fahimeh Mohagheghian, Dong Han, Om Ghetia, Darren Chen, Andrew Peitzsch, Nishat Nishita, Eric Ding, Edith M. Otabil, Kamran Noorishirazi, Alexander Hamel, Emily L. Dickson, Danielle DiMezza, Khanh-Van Tran, David D. McManus, Ki H. Chon
Atrial fibrillation detection on reconstructed photoplethysmography signals collected from a smartwatch using a denoising autoencoder. Expert Syst. Appl. 237 (Part C) (2024)
Xiang Pan, Chuangqi Wang, Yudong Yu, Natasa Reljin, David D. McManus, Chad E. Darling, Ki H. Chon, Yitzhak Mendelson, Kwonmoo Lee
Deep cross-modal feature learning applied to predict acutely decompensated heart failure using in-home collected electrocardiography and transthoracic bioimpedance. Artif. Intell. Medicine 140 (2023)
Edith M. 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
Technology engagement is associated with higher perceived physical well-being in stroke patients prescribed smartwatches for atrial fibrillation detection. Frontiers Digit. Health 5 (2023)
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
Factors associated with long-term use of digital devices in the electronic Framingham Heart Study. npj Digit. Medicine 5 (2022)
Fahimeh Mohagheghian, Dong Han, Andrew Peitzsch, Nishat Nishita, Eric Ding, Emily L. Dickson, Danielle DiMezza, Edith M. Otabil, Kamran Noorishirazi, Jessica Scott, Darleen Lessard, Ziyue Wang, Cody Whitcomb, Khanh-Van Tran, Timothy P. Fitzgibbons, David D. McManus, Ki H. Chon
Optimized Signal Quality Assessment for Photoplethysmogram Signals Using Feature Selection. IEEE Trans. Biomed. Eng. 69 (9) (2022)
Syed Khairul Bashar, Dong Han, Fearass Zieneddin, Eric Ding, Timothy P. Fitzgibbons, Allan J. Walkey, David D. McManus, Bahram Javidi, Ki H. Chon
Novel Density Poincaré Plot Based Machine Learning Method to Detect Atrial Fibrillation From Premature Atrial/Ventricular Contractions. IEEE Trans. Biomed. Eng. 68 (2) (2021)
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)
Syed Khairul Bashar, Dong Han, Fearass Zieneddin, Eric Ding, Allan J. Walkey, David D. McManus, Ki H. Chon
. EMBC (2020)
Dong Han, Syed Khairul Bashar, Fearass Zieneddin, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon
Digital Image Processing Features of Smartwatch Photoplethysmography for Cardiac Arrhythmia Detection. EMBC (2020)
Dong Han, Syed Khairul Bashar, Fahimeh Mohagheghian, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon
Premature Atrial and Ventricular Contraction Detection Using Photoplethysmographic Data from a Smartwatch. Sensors 20 (19) (2020)
Syed Khairul Bashar, Eric Ding, Daniella Albuquerque, Michael Winter, Sophia Binici, Allan J. Walkey, David D. McManus, Ki H. Chon
Atrial Fibrillation Detection in ICU Patients: A Pilot Study on MIMIC III Data. EMBC (2019)
Syed Khairul Bashar, Eric Ding, Allan J. Walkey, David D. McManus, Ki H. Chon
Noise Detection in Electrocardiogram Signals for Intensive Care Unit Patients. IEEE Access 7 (2019)
Dong Han, Syed Khairul Bashar, Jesús Lázaro, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon
Smartwatch PPG Peak Detection Method for Sinus Rhythm and Cardiac Arrhythmia. EMBC (2019)
Syed Khairul Bashar, Yeon-Sik Noh, Allan J. Walkey, David D. McManus, Ki H. Chon
VERB: VFCDM-Based Electrocardiogram Reconstruction and Beat Detection Algorithm. IEEE Access 7 (2019)
Syed Khairul Bashar, Dong Han, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon
Smartwatch Based Atrial Fibrillation Detection from Photoplethysmography Signals. EMBC (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)
Fatemehsadat Tabei, Rajnish Kumar, Tra Nguyen Phan, David D. McManus, Jo Woon Chong
A Novel Personalized Motion and Noise Artifact (MNA) Detection Method for Smartphone Photoplethysmograph (PPG) Signals. IEEE Access 6 (2018)
Jo Woon Chong, Chae Ho Cho, Fatemehsadat Tabei, Duy Le-Anh, Nada Esa, David D. McManus, Ki H. Chon
Motion and Noise Artifact-Resilient Atrial Fibrillation Detection Using a Smartphone. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (2) (2018)
Syed Khairul Bashar, Dong Han, Apurv Soni, David D. McManus, Ki H. Chon
Developing a novel noise artifact detection algorithm for smartphone PPG signals: Preliminary results. BHI (2018)
Eric Ding, Dongqi Liu, Apurv Soni, Oluwaseun Adaramola, Dong Han, Syed Khairul Bashar, Yeon-Sik Noh, Ki H. Chon, David D. McManus
Impressions of Older Patients with Cardiovascular Diseases to Smart Devices for Heart Rhythm Monitoring. CHASE (2017)
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
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 21 (5) (2017)
Rifat Zaman, Jo Woon Chong, Chae Ho Cho, Nada Esa, David D. McManus, Ki H. Chon
Motion and Noise Artifact-Resilient Atrial Fibrillation Detection Using a Smartphone. CHASE (2016)
Jo Woon Chong, Chae Ho Cho, Nada Esa, David D. McManus, Ki H. Chon
Motion and noise artifact-resilient atrial fibrillation detection algorithm for a smartphone. BHI (2016)
Jo Woon Chong, Nada Esa, David D. McManus, Ki H. Chon
Arrhythmia Discrimination Using a Smart Phone. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Maitas, Ki H. Chon
Corrections to "Atrial Fibrillation Detection Using an iPhone 4S". IEEE Trans. Biomed. Eng. 61 (6) (2014)
Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Mathias, Ki H. Chon
Atrial Fibrillation Detection Using an iPhone 4S. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Jinseok Lee, David D. McManus, Peter Bourrell, Leif Sörnmo, Ki H. Chon
Atrial flutter and atrial tachycardia detection using Bayesian approach with high resolution time-frequency spectrum from ECG recordings. Biomed. Signal Process. Control. 8 (6) (2013)
Jo Woon Chong, David D. McManus, Ki H. Chon
Arrhythmia discrimination using a smart phone. BSN (2013)
Jinseok Lee, Yunyoung Nam, David D. McManus, Ki H. Chon
Time-Varying Coherence Function for Atrial Fibrillation Detection. IEEE Trans. Biomed. Eng. 60 (10) (2013)
Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Mathias, Ki H. Chon
Atrial fibrillation detection using a smart phone. EMBC (2012)
Jinseok Lee, David D. McManus, Sneh Merchant, Ki H. Chon
Automatic Motion and Noise Artifact Detection in Holter ECG Data Using Empirical Mode Decomposition and Statistical Approaches. IEEE Trans. Biomed. Eng. 59 (6) (2012)
Jinseok Lee, David D. McManus, K. Chon
Atrial Fibrillation detection using time-varying coherence function and Shannon Entropy. EMBC (2011)