MathewsBFishMD

PubMed

• 1 citations
  Clinical phenotypes among patients with normal cardiac perfusion using unsupervised learning: a retrospective observational study.
  Miller, R., Bednarski, B., Pieszko, K., Kwiecinski, J., Williams, M., Shanbhag, A., Liang, J., Huang, C., Sharir, T., Hauser, M., Dorbala, S., Di Carli, M., Fish, M., ...> ;Ebiomedicine. 2024 Jan 1
• 2 citations
  Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging.
  Konrad Pieszko, Aakash D Shanbhag, Ananya Singh, M Timothy Hauser, Robert J H Miller, Joanna X Liang, Manish Motwani, Jacek Kwieciński, Tali Sharir, Andrew J Einstein,...> ;NPJ Digital Medicine. 2023 May 1
• 2 citations
  Unsupervised learning to characterize patients with known coronary artery disease undergoing myocardial perfusion imaging.
  Michelle C Williams, Bryan P Bednarski, Konrad Pieszko, Robert J H Miller, Jacek Kwiecinski, Aakash Shanbhag, Joanna X Liang, Cathleen Huang, Tali Sharir, Sharmila Dor...> ;European Journal of Nuclear Medicine and Molecular Imaging. 2023 Jul 1
• 1 citations
  Prevalence and predictors of automatically quantified myocardial ischemia within a multicenter international registry.
  Han, D., Donghee Han, Alan Rozanski, Robert J H Miller, Tali Sharir, Andrew J Einstein, Mathews B Fish, Terrence D Ruddy, Philipp A Kaufmann, Albert J Sinusas, Edward ...> ;Journal of Nuclear Cardiology. 2022 Dec 1
• 5 citations
  Mitigating bias in deep learning for diagnosis of coronary artery disease from myocardial perfusion SPECT images.
  Robert J H Miller, Ananya Singh, Yuka Otaki, Balaji K Tamarappoo, Paul Kavanagh, Tejas Parekh, Lien-Hsin Hu, Heidi Gransar, Tali Sharir, Andrew J Einstein, Mathews B F...> ;European Journal of Nuclear Medicine and Molecular Imaging. 2023 Jan 1
• 7 citations
  Machine learning to predict abnormal myocardial perfusion from pre-test features.
  Han, D., Robert J H Miller, M Timothy Hauser, Tali Sharir, Andrew J Einstein, Mathews B Fish, Terrence D Ruddy, Philipp A Kaufmann, Albert J Sinusas, Edward J Miller, ...> ;Journal of Nuclear Cardiology. 2022 Oct 1
• 10 citations
  Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry.
  Richard Rios, Robert J H Miller, Nipun Manral, Tali Sharir, Andrew J Einstein, Mathews B Fish, Terrence D Ruddy, Philipp A Kaufmann, Albert J Sinusas, Edward J Miller,...> ;Computers in Biology and Medicine. 2022 Jun 1
• 2 citations
  Differences in Prognostic Value of Myocardial Perfusion Single-Photon Emission Computed Tomography Using High-Efficiency Solid-State Detector Between Men and Women in ...
  Balaji K Tamarappoo, Yuka Otaki, Tali Sharir, Lien-Hsin Hu, Heidi Gransar, Andrew J Einstein, Mathews B Fish, Terrence D Ruddy, Philipp Kaufmann, Albert J Sinusas, Edw...> ;Circulation. Cardiovascular Imaging. 2022 Jun 1
• 12 citations
  Explainable Deep Learning Improves Physician Interpretation of Myocardial Perfusion Imaging.
  Robert J H Miller, Keiichiro Kuronuma, Ananya Singh, Yuka Otaki, Sean Hayes, Panithaya Chareonthaitawee, Paul Kavanagh, Tejas Parekh, Balaji K Tamarappoo, Tali Sharir,...> ;Journal of Nuclear Medicine. 2022 Nov 1
• 2 citations
  Comparison of diabetes to other prognostic predictors among patients referred for cardiac stress testing: A contemporary analysis from the REFINE SPECT Registry.
  Han, D., Donghee Han, Alan Rozanski, Heidi Gransar, Evangelos Tzolos, Robert J.H. Miller, Tali Sharir, Andrew J. Einstein, Mathews B. Fish, Terrence D. Ruddy, Philipp ...> ;Journal of Nuclear Cardiology. 2021 Nov 10
• 20 citations
  Determining a minimum set of variables for machine learning cardiovascular event prediction: results from REFINE SPECT registry.
  Richard Rios, Robert J.H. Miller, Lien-Hsin Hu, Yuka Otaki, Ananya Singh, Marcio A. Diniz, Tali Sharir, Andrew J. Einstein, Mathews B. Fish, Terrence D. Ruddy, Philipp...> ;Cardiovascular Research. 2021 Jul 14
• 36 citations
  Clinical Deployment of Explainable Artificial Intelligence of SPECT for Diagnosis of Coronary Artery Disease
  Yuka Otaki, Ananya Singh, Paul B. Kavanagh, Robert J.H. Miller, Tejas Parekh, Balaji Tamarappoo, Tali Sharir, Andrew J. Einstein, Mathews B. Fish, Terrence D. Ruddy, P...> ;JACC. Cardiovascular Imaging. 2021 Jul 7
• 18 citations
  Diagnostic safety of a machine learning-based automatic patient selection algorithm for stress-only myocardial perfusion SPECT.
  Han, D., Evann Eisenberg, Robert J.H. Miller, Lien-Hsin Hu, Richard Rios, Julian Betancur, Peyman N. Azadani, Donghee Han, Tali Sharir, Andrew J. Einstein, Sabahat Bok...> ;Journal of Nuclear Cardiology. 2021 Jul 6
• 11 citations
  Prognostic Value of Phase Analysis for Predicting Adverse Cardiac Events Beyond Conventional Single-Photon Emission Computed Tomography Variables: Results From the REF...
  Keiichiro Kuronuma, Robert J.H. Miller, Yuka Otaki, Serge D. Van Kriekinge, Marcio A. Diniz, Tali Sharir, Lien-Hsin Hu, Heidi Gransar, Joanna X Liang, Tejas Parekh, Pa...> ;Circulation. Cardiovascular Imaging. 2021 Jul 1
• 35 citations
  Prognostically safe stress-only single-photon emission computed tomography myocardial perfusion imaging guided by machine learning: report from REFINE SPECT.
  Lien-Hsin Hu, Robert J.H. Miller, Tali Sharir, Frederic Commandeur, Richard Rios, Andrew J. Einstein, Mathews B. Fish, Terrence D. Ruddy, Philipp A. Kaufmann, Albert J...> ;European Heart Journal. Cardiovascular Imaging. 2021 May 10
• 26 citations
  Impact of Early Revascularization on Major Adverse Cardiovascular Events in Relation to Automatically Quantified Ischemia
  Peyman N. Azadani, Robert J.H. Miller, Tali Sharir, Marcio A. Diniz, Lien-Hsin Hu, Yuka Otaki, Heidi Gransar, Joanna X Liang, Evann Eisenberg, Andrew J. Einstein, Math...> ;JACC. Cardiovascular Imaging. 2021 Mar 1
• 9 citations
  Quantitation of Poststress Change in Ventricular Morphology Improves Risk Stratification.
  Robert J.H. Miller, Tali Sharir, Yuka Otaki, Heidi Gransar, Joanna X Liang, Andrew J. Einstein, Mathews B. Fish, Terrence D. Ruddy, Philipp A. Kaufmann, Albert J. Sinu...> ;Journal of Nuclear Medicine. 2021 Mar 1
• 6 citations
  Prognostic value of early left ventricular ejection fraction reserve during regadenoson stress solid-state SPECT-MPI
  Yuka Otaki, Mathews B. Fish, Robert J.H. Miller, Mark Lemley, Piotr J. Slomka> ;Journal of Nuclear Cardiology. 2021 Jan 3
• 10 citations
  Automated quantitative analysis of CZT SPECT stratifies cardiovascular risk in the obese population: Analysis of the REFINE SPECT registry.
  Eyal Klein, Robert J.H. Miller, Tali Sharir, Andrew J. Einstein, Mathews B. Fish, Terrence D. Ruddy, Philipp A. Kaufmann, Albert J. Sinusas, Edward J. Miller, Timothy ...> ;Journal of Nuclear Cardiology. 2020 Sep 14
• 15 citations
  Upper reference limits of transient ischemic dilation ratio for different protocols on new-generation cadmium zinc telluride cameras: A report from REFINE SPECT registry.
  Lien-Hsin Hu, Tali Sharir, Robert J.H. Miller, Andrew J. Einstein, Mathews B. Fish, Terrence D. Ruddy, Sharmila Dorbala, Marcelo F. Di Carli, Philipp A. Kaufmann, Albe...> ;Journal of Nuclear Cardiology. 2020 Aug 1
• 66 citations
  Rationale and design of the REgistry of Fast Myocardial Perfusion Imaging with NExt generation SPECT (REFINE SPECT).
  Piotr J. Slomka, Julian Betancur, Joanna X Liang, Yuka Otaki, Lien-Hsin Hu, Tali Sharir, Sharmila Dorbala, Marcelo F. Di Carli, Mathews B. Fish, Terrence D. Ruddy, Tim...> ;Journal of Nuclear Cardiology. 2020 Jun 1
• 58 citations
  Machine learning predicts per-vessel early coronary revascularization after fast myocardial perfusion SPECT: results from multicentre REFINE SPECT registry.
  Lien-Hsin Hu, Julian Betancur, Tali Sharir, Andrew J. Einstein, Sabahat Bokhari, Mathews B. Fish, Terrence D. Ruddy, Philipp A. Kaufmann, Albert J. Sinusas, Edward J. ...> ;European Heart Journal. Cardiovascular Imaging. 2020 May 1
• 20 citations
  Transient ischaemic dilation and post-stress wall motion abnormality increase risk in patients with less than moderate ischaemia: analysis of the REFINE SPECT registry.
  Robert J.H. Miller, Lien-Hsin Hu, Heidi Gransar, Julian Betancur, Evann Eisenberg, Yuka Otaki, Tali Sharir, Mathews B. Fish, Terrence D. Ruddy, Sharmila Dorbala, Marce...> ;European Heart Journal. Cardiovascular Imaging. 2020 May 1
• 63 citations
  5-Year Prognostic Value of Quantitative Versus Visual MPI in Subtle Perfusion Defects: Results From REFINE SPECT
  Yuka Otaki, Julian Betancur, Tali Sharir, Lien-Hsin Hu, Heidi Gransar, Joanna X Liang, Peyman N. Azadani, Andrew J. Einstein, Mathews B. Fish, Terrence D. Ruddy, Phili...> ;JACC. Cardiovascular Imaging. 2020 Mar 1
• 18 citations
  Myocardial Ischemic Burden and Differences in Prognosis Among Patients With and Without Diabetes: Results From the Multicenter International REFINE SPECT Registry
  Donghee Han, Alan Rozanski, Heidi Gransar, Tali Sharir, Andrew J. Einstein, Mathews B. Fish, Terrence D. Ruddy, Philipp A. Kaufmann, Albert J. Sinusas, Edward J. Mille...> ;Diabetes Care. 2020 Feb 1
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Journal Articles

• Original Research Deep Learning for Prediction of Obstructive Disease from Fast Myocardial Perfusion SPECT: A Multicenter Study  
  Sabahat Bokhari, Sharmila Dorbala, Timothy M Bateman, Andrew J Einstein, Mathews B Fish, Balaji K Tamarappoo, Albert J Sinusas, Daniel S Berman, ScienceDirect