Automated cleansing for spend analytics. - Moninder Singh; Jayant Kalagnanam; Sudhir Verma; Amit J. Shah; Swaroop K. Chalasani (CIKM, 2005)

Monitoring and detecting atrial fibrillation using wearable technology. - Shamim Nemati; Mohammad M. Ghassemi; Vaidehi Ambai; Nino Isakadze; Oleksiy Levantsevych; Amit J. Shah; Gari D. Clifford (EMBC, 2016)

A deep learning approach to monitoring and detecting atrial fibrillation using wearable technology. - Supreeth Prajwal Shashikumar; Amit J. Shah; Qiao Li 011; Gari D. Clifford; Shamim Nemati (BHI, 2017)

Personalized heart failure severity estimates using passive smartphone data. - Ayse S. Cakmak; Erik Reinertsen; Herman A. Taylor; Amit J. Shah; Gari D. Clifford (IEEE BigData, 2018)

Toward closed-loop transcutaneous vagus nerve stimulation using peripheral cardiovascular physiological biomarkers: A proof-of-concept study. - Nil Z. Gurel; Md Mobashir Hasan Shandhi; J. Douglas Bremner; Viola Vaccarino; Stacy L. Ladd; Lucy Shallenberger; Amit J. Shah; Omer T. Inan (BSN, 2018)

Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks. - Supreeth Prajwal Shashikumar; Amit J. Shah; Gari D. Clifford; Shamim Nemati (KDD, 2018)

Timing Considerations for Noninvasive Vagal Nerve Stimulation in Clinical Studies. - Nil Z. Gurel; Asim Hossain Gazi; Kristine L. Scott; Matthew T. Wittbrodt; Amit J. Shah; Viola Vaccarino; J. Douglas Bremner; Omer T. Inan (AMIA, 2019)

Obstructive Sleep Apnea Classification in a Mixed-Disorder Elderly Male Population Using a Low-Cost Off-Body Movement Sensor. - Pradyumna Byappanahalli Suresha; Ayse Selin Cakmak; Giulia Da Poian; Amit J. Shah; Viola Vaccarino; Donald L. Bliwise; Gari D. Clifford (BHI, 2019)

Automatic Detection of Target Engagement in Transcutaneous Cervical Vagal Nerve Stimulation for Traumatic Stress Triggers. - Nil Z. Gurel; Matthew T. Wittbrodt; Hewon Jung; Stacy L. Ladd; Amit J. Shah; Viola Vaccarino; J. Douglas Bremner; Omer T. Inan (IEEE J. Biomed. Health Informatics, 2020)

Transcutaneous Cervical Vagus Nerve Stimulation Lengthens Exhalation in the Context of Traumatic Stress. - Asim Hossain Gazi; Srirakshaa Sundararaj; Anna B. Harrison; Nil Z. Gurel; Matthew T. Wittbrodt; Amit J. Shah; Viola Vaccarino; J. Douglas Bremner; Omer T. Inan (BHI, 2021)

Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021. - Matthew A. Reyna; Nadi Sadr; Erick Andres Perez-Alday; Annie Gu; Amit J. Shah; Chad Robichaux; Ali Bahrami Rad; Andoni Elola; Salman Seyedi; Sardar Ansari; Hamid Ghanbari; Qiao Li 011; et al. (CinC, 2021)

Transcutaneous Cervical Vagus Nerve Stimulation Inhibits the Reciprocal of the Pulse Transit Time's Responses to Traumatic Stress in Posttraumatic Stress Disorder*. - Asim Hossain Gazi; Srirakshaa Sundararaj; Anna B. Harrison; Nil Z. Gurel; Matthew T. Wittbrodt; Mhmtjamil Alkhalaf; Majd Soudan; Oleksiy Levantsevych; Ammer Haffar; Amit J. Shah; Viola Vaccarino; J. Douglas Bremner; et al. (EMBC, 2021)

Late fusion of machine learning models using passively captured interpersonal social interactions and motion from smartphones predicts decompensation in heart failure. - Ayse S. Cakmak; Samuel Densen; Gabriel Najarro; Pratik Rout; Christopher J. Rozell; Omer T. Inan; Amit J. Shah; Gari D. Clifford (CoRR, 2021)

Mythological Medical Machine Learning: Boosting the Performance of a Deep Learning Medical Data Classifier Using Realistic Physiological Models. - Ismail Sadiq; Erick Andres Perez-Alday; Amit J. Shah; Ali Bahrami Rad; Reza Sameni; Gari D. Clifford (CoRR, 2021)

Transcutaneous Cervical Vagus Nerve Stimulation Reduces Respiratory Variability in the Context of Opioid Withdrawal. - Asim Hossain Gazi; Anna B. Harrison; Tamara P. Lambert; Malik Obideen; Justine W. Welsh; Viola Vaccarino; Amit J. Shah; Sudie E. Back; Christopher J. Rozell; J. Douglas Bremner; Omer T. Inan (BHI, 2022)

Robust Estimation of Respiratory Variability Uncovers Correlates of Limbic Brain Activity and Transcutaneous Cervical Vagus Nerve Stimulation in the Context of Traumatic Stress. - Asim Hossain Gazi; Matthew T. Wittbrodt; Anna B. Harrison; Srirakshaa Sundararaj; Nil Z. Gurel; Jonathon A. Nye; Amit J. Shah; Viola Vaccarino; J. Douglas Bremner; Omer T. Inan (IEEE Trans. Biomed. Eng., 2022)

Towards Quantifying Stress in Patients with a History of Myocardial Infarction: Validating ECG-Derived Patch Features. - Afra Nawar; Asim Hossain Gazi; Michael Chan 006; Jesus Antonio Sanchez-Perez; Farhan N. Rahman; Carrie Ziegler; Obada Daaboul; George Haddad; Omar A. Al-Abboud; Hashir Ahmed; Nancy Murrah; Viola Vaccarino; et al. (EMBC, 2023)

SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection. - Zhicheng Guo; Cheng Ding; Duc H. Do; Amit J. Shah; Randall J. Lee; Xiao Hu 002; Cynthia Rudin (CoRR, 2023)

Investigating Ultra-Short-Term Heart Rate Variability as an Indicator of Craving in Recently Treated Patients with Opioid Use Disorder*. - Vikram Abbaraju; Syed Khairul Bashar; Afra Nawar; Farhan N. Rahman; Jaiyoun Choi; Tamara P. Lambert; Asim Hossain Gazi; Anna B. Harrison; Madeline R. Robinson; Hewitt Mesfin; Trinity A. Gray; Kellen Mermin-Bunnell; et al. (EMBC, 2024)

Capturing Physiological Correlates of Stress-Induced Blood Pressure Elevation Using a Multimodal Wearable Sensing Patch in Patients with a History of Myocardial Infarction*. - Afra Nawar; Jesus Antonio Sanchez-Perez; Farhan N. Rahman; Asim Hossain Gazi; Michael Chan 006; Carrie Ziegler; Obada Daaboul; George Haddad; Omar A. Al-Abboud; Hashir Ahmed; Nancy Murrah; Viola Vaccarino; et al. (EMBC, 2024)

Electromechanical Dynamics of the Heart: A Study of Cardiac Hysteresis During Physical Stress Test. - Sajjad Karimi; Shirin Karimi; Amit J. Shah; Gari D. Clifford; Reza Sameni (CoRR, 2024)

Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection Using Eight Million Samples Labeled With Imprecise Arrhythmia Alarms. - Cheng Ding; Zhicheng Guo; Cynthia Rudin; Ran Xiao; Amit J. Shah; Duc H. Do; Randall J. Lee; Gari D. Clifford; Fadi B. Nahab; Xiao Hu 002 (IEEE J. Biomed. Health Informatics, 2024)

Quantifying Posttraumatic Stress Disorder Symptoms During Traumatic Memories Using Interpretable Markers of Respiratory Variability. - Asim Hossain Gazi; Jesus Antonio Sanchez-Perez; Georgia L. Saks; Erick Andres Perez-Alday; Ammer Haffar; Hashir Ahmed; Duaa Herraka; Nitya Tarlapally; Nicholas L. Smith; J. Douglas Bremner; Amit J. Shah; Omer T. Inan; et al. (IEEE J. Biomed. Health Informatics, 2024)

Heart rate informed detection of cardiac events using the Kalman filter. - Onur Selim Kiliç; Afra Nawar; Cem Okan Yaldiz; Farhan N. Rahman; Chen Chuoqi; Amit J. Shah; Omer T. Inan (Comput. Biol. Medicine, 2025)

Cross-Learning Between ECG and PCG: Exploring Common and Exclusive Characteristics of Bimodal Electromechanical Cardiac Waveforms. - Sajjad Karimi; Amit J. Shah; Gari D. Clifford; Reza Sameni (CoRR, 2025)