Amit J. Shah

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 19

Top Topics

Clinical Studies

Atrial Fibrillation

Machine Learning

Recurrent Neural Networks

Top Venues

IEEE J. Biomed. Health Informatics

Publications

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
Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection Using Eight Million Samples Labeled With Imprecise Arrhythmia Alarms. IEEE J. Biomed. Health Informatics 28 (5) (2024)
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, Viola Vaccarino
Quantifying Posttraumatic Stress Disorder Symptoms During Traumatic Memories Using Interpretable Markers of Respiratory Variability. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Afra Nawar, Asim H. Gazi, Michael Chan, Jesus Antonio Sanchez-Perez, Farhan N. Rahman, Carrie Ziegler, Obada Daaboul, George Haddad, Omar A. Al-Abboud, Hashir Ahmed, Nancy Murrah, Viola Vaccarino, Amit J. Shah, Omer T. Inan
Towards Quantifying Stress in Patients with a History of Myocardial Infarction: Validating ECG-Derived Patch Features. EMBC (2023)
Asim H. 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
Robust Estimation of Respiratory Variability Uncovers Correlates of Limbic Brain Activity and Transcutaneous Cervical Vagus Nerve Stimulation in the Context of Traumatic Stress. IEEE Trans. Biomed. Eng. 69 (2) (2022)
Asim H. 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
Transcutaneous Cervical Vagus Nerve Stimulation Reduces Respiratory Variability in the Context of Opioid Withdrawal. BHI (2022)
Ayse S. Cakmak, Samuel Densen, Gabriel Najarro, Pratik Rout, Christopher J. Rozell, Omer T. Inan, Amit J. Shah, Gari D. Clifford
Late fusion of machine learning models using passively captured interpersonal social interactions and motion from smartphones predicts decompensation in heart failure. CoRR (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, Ashish Sharma, Gari D. Clifford
Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021. CinC (2021)
Asim H. 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, Omer T. Inan
. EMBC (2021)
Ismail Sadiq, Erick Andres Perez-Alday, Amit J. Shah, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford
Mythological Medical Machine Learning: Boosting the Performance of a Deep Learning Medical Data Classifier Using Realistic Physiological Models. CoRR (2021)
Asim H. Gazi, Srirakshaa Sundararaj, Anna B. Harrison, Nil Z. Gurel, Matthew T. Wittbrodt, Amit J. Shah, Viola Vaccarino, J. Douglas Bremner, Omer T. Inan
Transcutaneous Cervical Vagus Nerve Stimulation Lengthens Exhalation in the Context of Traumatic Stress. BHI (2021)
Nil Z. Gurel, Matthew T. Wittbrodt, Hewon Jung, Stacy L. Ladd, Amit J. Shah, Viola Vaccarino, J. Douglas Bremner, Omer T. Inan
Automatic Detection of Target Engagement in Transcutaneous Cervical Vagal Nerve Stimulation for Traumatic Stress Triggers. IEEE J. Biomed. Health Informatics 24 (7) (2020)
Pradyumna Byappanahalli Suresha, Ayse Selin Cakmak, Giulia Da Poian, Amit J. Shah, Viola Vaccarino, Donald L. Bliwise, Gari D. Clifford
Obstructive Sleep Apnea Classification in a Mixed-Disorder Elderly Male Population Using a Low-Cost Off-Body Movement Sensor. BHI (2019)
Nil Z. Gurel, Asim H. Gazi, Kristine L. Scott, Matthew T. Wittbrodt, Amit J. Shah, Viola Vaccarino, J. Douglas Bremner, Omer T. Inan
Timing Considerations for Noninvasive Vagal Nerve Stimulation in Clinical Studies. AMIA (2019)
Supreeth Prajwal Shashikumar, Amit J. Shah, Gari D. Clifford, Shamim Nemati
Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks. KDD (2018)
Nil Z. Gurel, Md. Mobashir Hasan Shandhi, J. Douglas Bremner, Viola Vaccarino, Stacy L. Ladd, Lucy Shallenberger, Amit J. Shah, Omer T. Inan
Toward closed-loop transcutaneous vagus nerve stimulation using peripheral cardiovascular physiological biomarkers: A proof-of-concept study. BSN (2018)
Supreeth Prajwal Shashikumar, Amit J. Shah, Gari D. Clifford, Shamim Nemati
Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks. CoRR (2018)
Ayse S. Cakmak, Erik Reinertsen, Herman A. Taylor, Amit J. Shah, Gari D. Clifford
Personalized heart failure severity estimates using passive smartphone data. IEEE BigData (2018)
Supreeth Prajwal Shashikumar, Amit J. Shah, Qiao Li, Gari D. Clifford, Shamim Nemati
A deep learning approach to monitoring and detecting atrial fibrillation using wearable technology. BHI (2017)
Shamim Nemati, Mohammad M. Ghassemi, Vaidehi Ambai, Nino Isakadze, Oleksiy Levantsevych, Amit J. Shah, Gari D. Clifford
Monitoring and detecting atrial fibrillation using wearable technology. EMBC (2016)
Moninder Singh, Jayant Kalagnanam, Sudhir Verma, Amit J. Shah, Swaroop K. Chalasani
Automated cleansing for spend analytics. CIKM (2005)