Publications by authors named "Andrew Einstein"

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Diagnostic reference levels for indication-based CT categories in pediatric CT: data from an international registry.
Denise Bos, Yifei Wang, Carly Stewart, Philip W Chu, Jason Luong, Andrew J Einstein

Eur Radiol· December 2025

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General Purpose Deep Learning Attenuation Correction Improves Diagnostic Accuracy of SPECT MPI: A Multicenter Study.
Aakash D Shanbhag, Robert J H Miller, Mark Lemley, Paul Kavanagh, Joanna X Liang, Andrew J Einstein

JACC Cardiovasc Imaging· November 2025

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Integrating perfusion with AI-derived coronary calcium on CT attenuation scans to improve selection of low-risk studies for stress-only SPECT myocardial perfusion imaging.
Robert J H Miller, Orit Barrett, Aakash Shanbhag, Alan Rozanski, Damini Dey, Andrew J Einstein

J Nucl Cardiol· November 2025

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Detecting Transthyretin Cardiac Amyloidosis With Artificial Intelligence: A Nonrandomized Clinical Trial.
Sneha S Jain, Tony Sun, Emma Pierson, Francisco Roedan Oliver, Paloma Malta, Andrew J Einstein

JAMA Cardiol· November 2025

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Use of cardiac innervation imaging in the US medicare population.
Andrew J Einstein, Yosef A Cohen, Friederike K Keating, Lawrence M Phillips

J Nucl Cardiol· November 2025

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Ejection fraction quantification from ungated chest CT by AI.
Jianhang Zhou, Jacek Kwieciński, Aakash Shanbhag, Konrad Pieszko, Giselle Ramirez, Andrew J Einstein

medRxiv· November 2025

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Reassessing Cardiovascular Risk in Patients With Peripheral Artery Disease Undergoing Myocardial Perfusion Imaging.
Kaiming Wang, Tali Sharir, M Timothy Hauser, Sharmila Dorbala, Marcelo Di Carli, Andrew J Einstein

Can J Cardiol· October 2025

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The REgistry of Flow and Perfusion Imaging for Artificial Intelligence with positron emission tomography (REFINE PET):Rationale and design.
Giselle Ramirez, Mark Lemley, Aakash Shanbhag, Jacek Kwiecinski, Robert J H Miller, Andrew J Einstein

J Nucl Cardiol· October 2025

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Sarcopenia Assessment Using Fully Automated Deep Learning Predicts Cardiac Allograft Survival in Heart Transplant Recipients.
Frederick M Lang, Jianfei Liu, Kevin J Clerkin, Elissa A Driggin, Andrew J Einstein

Circ Heart Fail· October 2025

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Transthyretin Cardiac Amyloidosis in Older Black and Hispanic Individuals With Heart Failure.
Frederick L Ruberg, Sergio Teruya, Stephen Helmke, Dia A Smiley, Denise Fine, Andrew J Einstein

JAMA Cardiol· October 2025

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Surveillance Patterns for Allograft Vasculopathy in Heart Transplant Recipients in PET Myocardial Perfusion Imaging Performing Centers in the United States.
Attila Feher, Maria Alwan, Catherine X Wright, Kevin J Clerkin, Andrew J Einstein

JACC Heart Fail· October 2025

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Risk stratification with pre-operative myocardial perfusion imaging.
Dayoung Kim, Valerie Builoff, Tali Sharir, M Timothy Hauser, Sharmila Dorbala, Andrew J Einstein

Eur J Nucl Med Mol Imaging· October 2025

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Surgical approach and outcomes in adults with anomalous aortic origin of coronary arteries at a reference center: Outcomes of proximal coronary surgery.
Maroun Yammine, Sophia Hsien, Patricia Moscicki, Yun Zhang, Marlon Rosenbaum, Andrew J Einstein

JTCVS Open· October 2025

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Keeping the network alive: The importance of professional social networks for long-term research career development.
Marisa N Spann, May Hua, Daichi Shimbo, Melissa Begg, Robyn Gartrell, Andrew Einstein

J Clin Transl Sci· September 2025

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Detecting structural heart disease from electrocardiograms using AI.
Timothy J Poterucha, Linyuan Jing, Ramon Pimentel Ricart, Michael Adjei-Mosi, Joshua Finer, Andrew J Einstein

Nature· August 2025

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Early Detection of Transthyretin Cardiac Amyloidosis Using I-Evuzamitide Positron Emission Tomography/Computed Tomography.
Dia A Smiley, Andrew J Einstein, Kevin J O'Gorman, Denisse Santana, Sergio Teruya

JACC Cardiovasc Imaging· July 2025

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AI-based Hepatic Steatosis Detection and Integrated Hepatic Assessment from Cardiac CT Attenuation Scans Enhances All-cause Mortality Risk Stratification: A Multi-center Study.
Jirong Yi, Krishna K Patel, Robert J H Miller, Anna M Marcinkiewicz, Aakash Shanbhag, Andrew J Einstein

medRxiv· July 2025

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The REgistry of Flow and Perfusion Imaging for Artificial INtelligEnce with PET (REFINE PET): Rationale and Design.
Giselle Ramirez, Mark Lemley, Aakash Shanbhag, Jacek Kwiecinski, Robert J H Miller, Andrew J Einstein

medRxiv· July 2025

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Improving Large Language Models' Summarization Accuracy by Adding Highlights to Discharge Notes: Comparative Evaluation.
Mahshad Koohi Habibi Dehkordi, Yehoshua Perl, Fadi P Deek, Zhe He, Vipina K Keloth, Andrew J Einstein

JMIR Med Inform· July 2025

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AI-based identification of patients who benefit from revascularization: a multicenter study.
Wenhao Zhang, Robert Jh Miller, Krishna Patel, Aakash D Shanbhag, Joanna X Liang, Andrew J Einstein

medRxiv· June 2025

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Multicenter Evaluation of Myocardial Flow Reserve as a Prognostic Marker for Mortality in N-Ammonia PET Myocardial Perfusion Imaging.
Giselle Ramirez, Valerie Builoff, Robert Jh Miller, Mark Lemley, Isabel Carvajal-Juarez, Andrew J Einstein

medRxiv· June 2025

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Multicenter Evaluation of Interpretable AI for Coronary Artery Disease Diagnosis from PET Biomarkers.
Wenhao Zhang, Jacek Kwiecinski, Aakash Shanbhag, Robert Jh Miller, Giselle Ramirez, Andrew J Einstein

medRxiv· June 2025

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AI-Derived Splenic Response in Cardiac PET Predicts Mortality: A Multi-Site Study.
Naga L Dharmavaram, Giselle Ramirez, Aakash Shanbhag, Robert Jh Miller, Paul B Kavanagh, Andrew J Einstein

medRxiv· June 2025

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AI-based volumetric six-tissue body composition quantification from CT cardiac attenuation scans for mortality prediction: a multicentre study.
Jirong Yi, Anna M Marcinkiewicz, Aakash Shanbhag, Robert J H Miller, Jolien Geers, Andrew J Einstein

Lancet Digit Health· May 2025

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American Society of Nuclear Cardiology quality metrics for cardiac amyloid radionuclide imaging.
Fadi G Hage, Jamieson M Bourque, Shivda Pandey, Nishant R Shah, Prem Soman, Andrew J Einstein

J Nucl Cardiol· October 2024

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