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Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine|September 22, 2022
Deep Learning-Based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECTAakash D Shanbhag, Robert J H Miller, Konrad Pieszko, et al.Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine|October 7, 2022
Deep Learning Coronary Artery Calcium Scores from SPECT/CT Attenuation Maps Improve Prediction of Major Adverse Cardiac EventsRobert J H Miller, Konrad Pieszko, Aakash Shanbhag, et al.NPJ Digital Medicine|February 3, 2024
AI-derived epicardial fat measurements improve cardiovascular risk prediction from myocardial perfusion imagingRobert J H Miller, Aakash Shanbhag, Aditya Killekar, et al.JACC. Cardiovascular Imaging|October 26, 2022
Deep Learning of Coronary Calcium Scores From PET/CT Attenuation Maps Accurately Predicts Adverse Cardiovascular EventsKonrad Pieszko, Aakash Shanbhag, Aditya Killekar, et al.European Heart Journal. Cardiovascular Imaging|February 20, 2024
Automated vessel-specific coronary artery calcification quantification with deep learning in a large multi-centre registryMichelle C Williams, Aakash D Shanbhag, Jianhang Zhou, et al.Circulation. Cardiovascular Imaging|May 13, 2025
Deep Learning-Derived Cardiac Chamber Volumes and Mass From PET/CT Attenuation Scans: Associations With Myocardial Flow Reserve and Heart FailureWaseem Hijazi, Aakash Shanbhag, Robert J H Miller, et al.Medrxiv : the Preprint Server for Health Sciences|May 7, 2024
Holistic AI analysis of hybrid cardiac perfusion images for mortality predictionAnna M Michalowska, Wenhao Zhang, Aakash Shanbhag, et al.Nature Communications|March 30, 2024
Predicting mortality from AI cardiac volumes mass and coronary calcium on chest computed tomographyRobert J H Miller, Aditya Killekar, Aakash Shanbhag, et al.Medrxiv : the Preprint Server for Health Sciences|February 12, 2026
Virtual myocardial blood flow and flow reserve from static PET imaging using artificial intelligenceMeghana Urs, Jacek Kwieciński, Mark Lemley, et al.Journal of Nuclear Cardiology : Official Publication of the American Society of Nuclear Cardiology|September 12, 2025
Integrating perfusion with AI-derived coronary calcium on CT attenuation scans to improve selection of low-risk studies for stress-only SPECT myocardial perfusion imagingRobert J H Miller, Orit Barrett, Aakash Shanbhag, et al.Pageof 7