Chadi Ayoub

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Mitigating Bias in Opportunistic Screening for MACE With Causal Reasoning.
IEEE Trans. Artif. Intell.
Jialu Pi, Juan Maria Farina, Chieh-Ju Chao, Chadi Ayoub, Reza Arsanjani, Imon Banerjee
2025 J jnl
Joint fusion of EHR and ECG data using attention-based CNN and ViT for predicting adverse clinical endpoints in percutaneous coronary intervention patients.
Comput. Biol. Medicine
Arjun Thakur, Pradyumna Agasthi, Chieh-Ju Chao, Juan Maria Farina, David R. Holmes, David F. Fortuin, Chadi Ayoub, Reza Arsanjani, Imon Banerjee
2025 J jnl
MOSCARD - Causal Reasoning and De-confounding for Multimodal Opportunistic Screening of Cardiovascular Adverse Events.
CoRR
Jialu Pi, Juan Maria Farina, Rimita Lahiri, Jiwoong Jason Jeong, Archana Gurudu, Hyung-Bok Park, Chieh-Ju Chao, Chadi Ayoub, Reza Arsanjani, Imon Banerjee
2025 — conf
MOSCARD - Multimodal Opportunistic Screening for Cardiovascular Adverse Events with Causal Reasoning and De-confounding.
MICCAI (8)
Jialu Pi, Juan Maria Farina, Rimita Lahiri, Jiwoong Jason Jeong, Archana Gurudu, Hyung-Bok Park, Chieh-Ju Chao, Chadi Ayoub, Reza Arsanjani, Imon Banerjee
2025 J jnl
Novel AI-Based Quantification of Breast Arterial Calcification to Predict Cardiovascular Risk.
CoRR
Theodorus Dapamede, Aisha Urooj, Vedant Joshi, Gabrielle Gershon, Frank Li, Mohammadreza Chavoshi, Beatrice Brown-Mulry, Rohan Satya Isaac, Aawez Mansuri, Chad Robichaux, Chadi Ayoub, Reza Arsanjani, Laurence Sperling, Judy Gichoya, Marly van Assen, Charles W. ONeill, Imon Banerjee, Hari Trivedi
2024 J jnl
Identifying the Causes of Unexplained Dyspnea at High Altitude Using Normobaric Hypoxia with Echocardiography.
J. Imaging
Jan Stepánek, Juan Maria Farina, Ahmed K. Mahmoud, Chieh-Ju Chao, Said Alsidawi, Chadi Ayoub, Timothy Barry, Milagros Pereyra, Isabel G. Scalia, Mohammed Tiseer Abbas, Rachel E. Wraith, Lisa S. Brown, Michael S. Radavich, Pamela J. Curtisi, Patricia C. Hartzendorf, Elizabeth M. Lasota, Kyley N. Umetsu, Jill M. Peterson, Kristin E. Karlson, Karen Breznak, David F. Fortuin, Steven J. Lester, Reza Arsanjani
2024 J jnl
The Role of Cardiovascular Imaging in the Diagnosis of Athlete's Heart: Navigating the Shades of Grey.
J. Imaging
Nima Baba Ali, Sogol Attaripour Esfahani, Isabel G. Scalia, Juan Maria Farina, Milagros Pereyra, Timothy Barry, Steven J. Lester, Said Alsidawi, David E. Steidley, Chadi Ayoub, Stefano Palermi, Reza Arsanjani
2023 J jnl
Aortic Valve Calcium Score by Computed Tomography as an Adjunct to Echocardiographic Assessment - A Review of Clinical Utility and Applications.
J. Imaging
Isabel G. Scalia, Juan Maria Farina, Ratnasari Padang, Clinton E. Jokerst, Milagros Pereyra, Ahmed K. Mahmoud, Tasneem Z. Naqvi, Chieh-Ju Chao, Jae K. Oh, Reza Arsanjani, Chadi Ayoub
2023 J jnl
Artificial Intelligence-Based Prediction of Cardiovascular Diseases from Chest Radiography.
J. Imaging
Juan Maria Farina, Milagros Pereyra, Ahmed K. Mahmoud, Isabel G. Scalia, Mohammed Tiseer Abbas, Chieh-Ju Chao, Timothy Barry, Chadi Ayoub, Imon Banerjee, Reza Arsanjani
2023 J jnl
Developing an Echocardiography-Based, Automatic Deep Learning Framework for the Differentiation of Increased Left Ventricular Wall Thickness Etiologies.
J. Imaging
James Li, Chieh-Ju Chao, Jiwoong Jason Jeong, Juan Maria Farina, Amith R. Seri, Timothy Barry, Hana Newman, Megan Campany, Merna Abdou, Michael O'Shea, Sean Smith, Bishoy Abraham, Seyedeh Maryam Hosseini, Yuxiang Wang, Steven J. Lester, Said Alsidawi, Susan Wilansky, Eric Steidley, Julie Rosenthal, Chadi Ayoub, Christopher P. Appleton, Win-Kuang Shen, Martha Grogan, Garvan C. Kane, Jae K. Oh, Bhavik N. Patel, Reza Arsanjani, Imon Banerjee
2023 J jnl
The Role of Artificial Intelligence in Echocardiography.
J. Imaging
Timothy Barry, Juan Maria Farina, Chieh-Ju Chao, Chadi Ayoub, Jiwoong Jason Jeong, Bhavik N. Patel, Imon Banerjee, Reza Arsanjani