Dr. Daniel Berman, MD

• Nuclear Medicine

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• University Of California At Berkeley

  Medical School, 1969

• Automatic determination of cardiovascular risk by CT attenuation correction maps in Rb-82 PET/CT, 2017-04-04

• All-cause and cause-specific mortality in individuals with zero and minimal coronary artery calcium: A long-term, competing risk analysis in the Coronary Artery Calcium Consortium, 2019-11-16

• Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging, 2023-05-01

• Evaluation of California Non-Comprehensive Death File Against National Death Index, 2022-05-13

• PREDICTION OF CARDIAC DEATH AFTER ADENOSINE MYOCARDIAL PERFUSION SPECT BASED ON MACHINE LEARNING, 2018-03-14

• Comparative Definitions for Moderate-Severe Ischemia in Stress Nuclear, Echocardiography, and Magnetic Resonance Imaging, 2014-06-20

• Automated Quality Control for Segmentation of Myocardial Perfusion SPECT, 2009-08-18

• Motivation for whole-heart perfusion CMR: a simulation study based on retrospective comparison of the diagnostic performance of 3-slice vs. whole-heart SPECT, 2014-01-16

• Unsupervised learning to characterize patients with known coronary artery disease undergoing myocardial perfusion imaging, 2023-04-17

• Risk Markers for Limited Coronary Artery Calcium in Persons with Significant Aortic Valve Calcium (From the Multi-Ethnic Study of Atherosclerosis ), 2021-07-27

• A Comparison of Mortality Rates in a Large Population of Smokers and Non-smokers: based on the Presence or Absence of Coronary Artery Calcification, 2015-04-09

• Diagnostic and Prognostic Value of Technetium-99m Pyrophosphate Uptake Quantitation for Transthyretin Cardiac Amyloidosis, 2021-03-10

• Response to Letter Regarding Article, "Noninvasive Fractional Flow Reserve Derived From Computed Tomography Angiography for Coronary Lesions of Intermediate Stenosis Severity: Results From the DeFACTO Study”, 2014-06-21

• The Role of Coronary Artery Calcium for Stratifying Cardiovascular Risk in Adults with Hypertension:The Coronary Artery Calcium Consortium, 2019-02-20

• Probing myocardial blood oxygenation reserve with controlled hypercapnia using BOLD CMR, 2014-01-16

• Coronary Artery Calcium Scoring in Low Risk Patients with Family History of Coronary Heart Disease: Validation of the SCCT Guideline Approach in the Coronary Artery Calcium Consortium, 2019-03-27

• Frequency, Predictors and Consequences of Crossing Over to Revascularization within 12 months of Randomization to Optimal Medical Therapy in the COURAGE Trial, 2013-07-09

• Risk factors based vessel-specific prediction for stages of coronary artery disease using Bayesian quantile regression machine learning method: Results from the PARADIGM registry, 2023-01-24

• Atherosclerotic plaque uptake of a novel integrin tracer18F-Flotegatide in a mouse model of atherosclerosis, 2014-03-14

• Superior risk stratification with coronary CTA using a comprehensive atherosclerotic risk score, 2019-01-16

• 10-Year Resource Utilization and Costs for Cardiovascular Care, 2018-03-13

• Prognostic value of combined clinical and myocardial perfusion imaging data using machine learning, 2017-10-18

• Agreement of Visual Estimation of Coronary Artery Calcium from Low-Dose CT Attenuation Correction Scans in Hybrid PET/CT and SPECT/CT with Standard Agatston Score, 2010-11-30

• Whole-vessel coronary18F-sodium fluoride PET for assessment of the global coronary microcalcification burden, 2020-01-02

• Impact of Early Revascularization on Major Adverse Cardiovascular Events in Relation to Automatically Quantified Ischemia, 2020-08-19

• Prognostic implications of coronary artery calcium in the absence of coronary artery luminal narrowing, 2016-12-03

• Observer repeatability and interscan reproducibility of 18F-sodium fluoride coronary microcalcification activity, 2020-06-11

• Prognostic Value of Stress Myocardial Perfusion Positron Emission Tomography: Results From A Multicenter Observational Registry, 2012-12-05

• Improved Quantification and Normal Limits for Myocardial Perfusion Stress-Rest Change, 2010-05-24

• Quantitative assessment of coronary plaque volume change related to triglyceride glucose index: The Progression of AtheRosclerotic PlAque DetermIned by Computed TomoGraphic Angiography IMaging (PARADIGM) registry, 2020-07-18

• Long term prognostic utility of coronary CT angiography in patients with no modifiable coronary artery disease risk factors: Results from the 5 year follow-up of the CONFIRM International Multicenter Registry, 2015-12-15

• Variability in Ejection Fraction Measured By Echocardiography, Gated Single-Photon Emission Computed Tomography, and Cardiac Magnetic Resonance in Patients With Coronary Artery Disease and Left Ventricular Dysfunction Variability in Left Ventricular Ejection Fraction by Cardiac Imaging Modality, 2018-08-31

• Noncalcified Coronary Plaque Volumes in Healthy People with a Family History of Early-Onset Coronary Artery Disease, 2014-02-27

• Prognostic Value of Phase Analysis for Predicting Adverse Cardiac Events beyond Conventional SPECT Variables: Results from the REFINE SPECT Registry, 2021-07-20

• Pressure gradient measurement in the coronary artery using phase contrast (PC)-MRI: initial patient results towards noninvasive quantification of fractional flow reserve, 2016-01-27

• Computer-aided Non-contrast CT-based Quantification of Pericardial and Thoracic Fat and Their Associations with Coronary Calcium and Metabolic Syndrome, 2009-08-21

• Quantitative Upright-Supine High-Speed SPECT Myocardial Perfusion Imaging for Detection of Coronary Artery Disease: Correlation with Invasive Coronary Angiography, 2010-10-18

• Increased Pericardial Fat Volume Measured From Noncontrast CT Predicts Myocardial Ischemia by SPECT, 2010-10-26

• Coronary Atherosclerotic Precursors of Acute Coronary Syndromes, 2018-06-05

• The relationship of hypertension to coronary atherosclerosis and cardiac events in patients with coronary CT angiography, 2017-06-12

• A Multi-Center Study on the Diagnostic Performance of Native-T1 CMR of Chronic Myocardial Infarctions at 3T, 2020-06-08

• Coronary artery calcium is associated with long-term mortality from lung cancer: Results from the Coronary Artery Calcium Consortium, 2021-10-18

• Towards Elimination of the Dark-Rim Artifact in First-Pass Myocardial Perfusion MRI: Removing Gibbs Ringing Effects Using Optimized Radial Imaging, 2013-09-12

• Validation of the Coronary Artery Calcium Data and Reporting System (CAC-DRS): Dual Importance of CAC Score and CAC Distribution from the Coronary Artery Calcium (CAC) Consortium, 2019-03-28

• Novel SPECT Technologies and Approaches in Cardiac Imaging, 2016-12-01

• Mitigating bias in deep learning for diagnosis of coronary artery disease from myocardial perfusion SPECT images, 2022-10-04

• Association of Epicardial Fat, Hypertension, Subclinical Coronary Artery Disease and Metabolic Syndrome With Left Ventricular Diastolic Dysfunction CAVALCANTE - EPICARDIAL FAT AND DIASTOLIC DYSFUNCTION, 2012-09-14

• Transient Ischemic Dilation for Coronary Artery Disease in Quantitative analysis of Same-day Sestamibi Myocardial Perfusion SPECT, 2012-03-08

• Incremental prognostic value of stress phase entropy over standard PET myocardial perfusion imaging variables, 2023-07-10

• Pericoronary adipose tissue density is associated with18F-sodium fluoride coronary uptake in stable patients with high-risk plaques., 2019-02-13

• Modeling the Recommended Age for Initiating Coronary Artery Calcium Testing Among At-Risk Young Adults, 2021-10-19

• Fully-automated analysis of attenuation corrected SPECT for the long-term prediction of acute myocardial infarction, 2017-03-13

• Cardiac microstructural alterations in immune-inflammatory myocardial disease: a retrospective case-control study, 2022-04-04

• Myocardial Viability and Long-Term Outcomes in Ischemic Cardiomyopathy, 2019-08-22

• Epicardial adipose tissue density and volume are related to subclinical atherosclerosis, inflammation and major adverse cardiac events in asymptomatic subjects, 2017-11-24

• Lessons learned from MPI and physiologic testing in randomized trials of stable ischemic heart disease: COURAGE, BARI 2D, FAME, and ISCHEMIA, 2014-03-07

• Automatic determination of cardiovascular risk by CT attenuation correction maps in Rb-82 PET/CT, 2017-04-04

• Development and Validation of a Simple-to-use Nomogram for Predicting 5-, 10-, and 15-Year Survival in Asymptomatic Adults Undergoing Coronary Artery Calcium Scoring, 2017-06-14

• Quantitative analysis of myocardial perfusion SPECT anatomically guided by co-registered 64-slice coronary CT angiography, 2009-09-16

• Incremental prognostic value of coronary computed tomographic angiography over coronary artery calcium score for risk prediction of major adverse cardiac events in asymptomatic diabetic individuals, 2013-10-29

• Prevalence and Predictors of Automatically Quantified Myocardial Ischemia within a Multicenter International Registry, 2022-02-16

• Automated Quantitative Nuclear Cardiology Methods, 2015-10-20

• Association of Cardiovascular Disease Risk Factor Burden With Progression of Coronary Atherosclerosis Assessed by Serial Coronary Computed Tomographic Angiography Association of Cardiovascular Disease Risk Factors With Progression of Coronary Atherosclerosis, 2020-07-24

• Pericardial fat burden on ECG-gated noncontrast CT in asymptomatic patients who subsequently experience adverse cardiovascular events on 4-year follow-up: A case-control study, 2010-01-25

• Coronary Artery Calcium and the Age-Specific Competing Risk of Cardiovascular Versus Cancer Mortality: The Coronary Artery Calcium Consortium, 2020-04-05

• 5-year Prognostic Value of Quantitative vs Visual Myocardial Perfusion Imaging in Subtle Perfusion Defects: Results From the REFINE SPECT Registry, 2019-06-12

• Impact of incomplete ventricular coverage on diagnostic performance of myocardial perfusion imaging, 2017-12-01

• Cardiac imaging: working towards fully-automated machine analysis & interpretation, 2017-04-05

• Clinical Deployment of Explainable Artificial Intelligence of SPECT for Diagnosis of Coronary Artery Disease, 2021-07-14

• Usefulness of baseline statin therapy in non-obstructive coronary artery disease by coronary computed tomographic angiography: From the CONFIRM (COronary CT Angiography EvaluatioN For Clinical Outcomes: An InteRnational Multicenter) study, 2018-12-12

• Clinical Utility of SPECT in the Heart Transplant Population: Analysis from a Single Large-Volume Center, 2022-03-01

• Feasibility of coronary18F-sodium fluoride PET assessment with the utilization of previously acquired CT angiography., 2018-11-24

• Coronary artery calcium and primary prevention risk assessment: What is the evidence?, 2012-07-01

• Deep learning for explainable estimation of mortality risk from myocardial positron emission tomography images, 2022-09-20

• Rationale and Design of the Coronary Artery Calcium Consortium: A Multicenter Cohort Study, 2016-11-11

• Machine Learning to Predict Abnormal Myocardial Perfusion from Pre-test Features, 2022-06-07

• Distribution of Coronary Artery Calcium by Age, Sex and Race among Patients 30-45 Years Old, 2022-05-17

• Inverse Association of MRI-derived Native Myocardial T1 and Perfusion Reserve Index in Women with Evidence of Ischemia and No Obstructive CAD: A Pilot Study, 2018-06-22

• Myocardial blood flow from SPECT, 2016-01-27

• Quantitative evaluation of high risk coronary plaque by coronary CTA and subsequent acute coronary events, 2019-01-16

• Automated algorithm for atlas-based segmentation of the heart and pericardium from non-contrast CT, 2010-03-01

• Demons versus Level-Set motion registration for coronary18F-sodium fluoride PET, 2016-03-21

• Quantification of Myocardial Blood Flow by CZT-SPECT with Motion Correction and Comparison with15O-water PET., 2019-08-26

• SCCT 2021 Expert Consensus Document on Coronary Computed Tomographic Angiography: A Report of the Society of Cardiovascular Computed Tomography, 2020-11-20

• Standardized volumetric plaque quantification and characterization from coronary CT angiography: a head-to-head comparison with invasive intravascular ultrasound, 2019-04-26

• Reproducibility of quantitative coronary calcium scoring from PET/CT attenuation maps: comparison to ECG-gated CT scans, 2022-06-25

• Causes of Cardiovascular and Non-Cardiovascular Death in the ISCHEMIA Trial, 2022-02-09

• Sex-Specific Computed Tomography Coronary Plaque Characterization and Risk of Myocardial Infarction, 2021-04-14

• Normal Databases for the Relative Quantification of Myocardial Perfusion, 2016-06-30

• Optimization of reconstruction and quantification of motion-corrected coronary PET-CT, 2018-06-11

• Comparing Risk Scores in the Prediction of Coronary and Cardiovascular Deaths: Coronary Artery Calcium Consortium, 2020-01-15

• Inducible Myocardial Ischemia and Outcomes in Patients with Coronary Artery Disease and Left Ventricular Dysfunction, 2013-03-07

• Visual detection and characterization of chronic myocardial infarctions in patients using native T1maps at 3T, 2015-02-03

• State-of-the-art review article. Atherosclerosis affecting fat: What can we learn by imaging perivascular adipose tissue?, 2019-09-01

• Glycemic control is independently associated with rapid progression of coronary atherosclerosis in the absence of a baseline coronary plaque burden: a retrospective case-control study from the PARADIGM registry, 2022-11-12

• Automated Quantitative Analysis of CZT SPECT Stratifies Cardiovascular Risk in the Obese Population: Analysis of the REFINE SPECT Registry, 2020-09-14

• Rationale and design of the RE gistry of F ast Myocardial Perfusion I maging with NE xt generation SPECT (REFINE SPECT), 2018-06-19

• Outcomes in the ISCHEMIA Trial Based on Coronary Artery Disease and Ischemia Severity, 2021-09-09

• Bypass Grafting and Native Coronary Artery Disease Activity, 2022-02-16

• Quantitative myocardial tissue characterization by cardiac magnetic resonance in heart transplant patients with suspected cardiac rejection, 2019-09-25

• Combined quantitative analysis of attenuation corrected and non-corrected myocadial perfusion SPECT: Method development and clinical validation, 2010-04-14

• Is Metabolic Syndrome Predictive of Prevalence, Extent, and Risk of Coronary Artery Disease beyond Its Components? Results from the Multinational Coronary CT Angiography Evaluation for Clinical Outcome: An International Multicenter Registry (CONFIRM), 2015-03-03

• Validation of the Appropriate Use Criteria for Percutaneous Coronary Intervention in Patients With Stable Coronary Artery Disease (from the COURAGE Trial), 2015-04-17

• Automated quantification of 3D regional myocardial wall thickening from gated Magnetic Resonance images, 2010-05-24

• Prognostic significance of calcified plaque among symptomatic patients with nonobstructive coronary artery disease, 2014-03-29

• Native Aortic Valve Disease Progression and Bioprosthetic Valve Degeneration in Patients With Transcatheter Aortic Valve Implantation, 2021-08-29

• Myocardial Viability and Impact of Surgical Ventricular Reconstruction on Outcomes of Patients with Severe Left Ventricular Dysfunction Undergoing Coronary Artery Bypass Surgery: Results of the Surgical Treatment for Ischemic Heart Failure (STICH) Trial, 2014-07-30

• Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: insights from REFINE SPECT registry, 2022-03-25

• Predictors of Left Main Coronary Artery Disease in the ISCHEMIA Trial, 2022-02-22

• Deep learning-based stenosis quantification from coronary CT Angiography, 2019-03-15

• Differences in Prognostic Value of Myocardial Perfusion SPECT using High-Efficiency Solid-State Detector Between Men and Women in a Large International Multi-Center Study, 2022-06-21

• Deep learning-enabled coronary CT angiography for plaque and stenosis quantification and cardiac risk prediction: an international multicentre study, 2022-04-21

• Prognostic value of automated vs visual analysis for adenosine stress myocardial perfusion SPECT in patients without prior coronary artery disease: A case-control study, 2011-09-20

• Relationship between Quantitative Adverse Plaque Features from Coronary CT Angiography and Downstream Impaired Myocardial Flow Reserve by13N-Ammonia Positron Emission Tomography: A Pilot Study, 2016-06-30

• Impact of train/test sample regimen on performance estimate stability of machine learning in cardiovascular imaging, 2021-07-14

• Quantitative High-Efficiency Cadmium-Zinc-Telluride SPECT with Dedicated Parallel-Hole Collimation System in Obese Patients: Results of a Multi-Center Study, 2014-11-12

• Triple-gated motion and blood pool clearance corrections improve reproducibility of coronary18F-NaF PET., 2019-08-05

• Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning, 2020-05-06

• AUTOMATED MULTI-MODALITY REGISTRATION OF 64-SLICE CORONARY CT ANGIOGRAPHY WITH MYOCARDIAL PERFUSION SPECT, 2012-10-19

• Coronary18F-Sodium Fluoride Uptake Predicts Outcomes in Patients with Coronary Artery Disease, 2020-06-23

• Deep Learning for Quantification of Epicardial and Thoracic Adipose Tissue from Non-Contrast CT, 2018-02-09

• Coronary artery calcium as a predictor of coronary heart disease, cardiovascular disease, and all-cause mortality in Asian-Americans: The Coronary Artery Calcium Consortium., 2019-04-05

• Regional left ventricular function does not predict survival in ischaemic cardiomyopathy after cardiac surgery, 2017-04-26

• Pressure gradient measurement using phase contrast (PC)-MRI in stenotic phantom models: Towards noninvasive quantification of fractional flow reserve in the coronary arteries, 2016-01-27

• Coronary Artery Calcium for Risk Stratification of Sudden Cardiac Death: The Coronary Artery Calcium Consortium, 2022-03-21

• Machine learning adds to clinical and CAC assessments in predicting 10-year CHD and CVD deaths, 2020-10-28

• Diagnostic safety of a machine learning-based automatic patient selection algorithm for stress-only myocardial perfusion SPECT, 2021-07-06

• Integrated prediction of lesion-specific ischemia from quantitative coronary CT Angiography using machine learning: a multicenter study, 2018-01-19

• Aortic valve imaging using18F-sodium fluoride: impact of triple motion correction, 2022-01-29

• Patient-Centered Imaging: Shared Decision Making for Cardiac Imaging Procedures with Exposure to Ionizing Radiation, 2014-02-13

• Comparison of Diabetes to other Prognostic Predictors among Patients Referred for Cardiac Stress Testing: A Contemporary Analysis from the REFINE SPECT Registry, 2021-11-10

• Whole-Heart Coronary MRA with 100% Respiratory Gating Efficiency: Self-Navigated Three-Dimensional Retrospective Image-Based Motion Correction (TRIM), 2013-02-07

• "Same-Patient Processing” for multiple cardiac SPECT studies. 2. Improving quantification repeatability, 2016-10-14

• Longitudinal quantitative assessment of coronary atherosclerosis related to normal systolic blood pressure maintenance in the absence of established cardiovascular disease, 2022-06-08

• "Same-Patient Processing” for multiple cardiac SPECT studies. 1. Improving LV segmentation accuracy, 2016-10-14

• Long-term all-cause and cause-specific mortality in asymptomatic patients with CAC = 1000: Results from the Coronary Artery Calcium Consortium, 2019-03-15

• Upper reference limits of transient ischemic dilation ratio for different protocols on new-generation cadmium zinc telluride cameras: a report from REFINE SPECT registry, 2019-05-13

• Cardiovascular18F-fluoride positron emission tomography-magnetic resonance imaging: A comparison study, 2019-12-02

• Medical History for Prognostic Risk Assessment and Diagnosis of Stable Patients with Suspected Coronary Artery Disease, 2015-04-10

• Mean versus Peak Coronary Calcium Density on Non-Contrast Computed Tomography: Implications for Calcium Scoring and Mortality Risk Prediction, 2021-11-17

• Deep Learning for Prediction of Obstructive Disease from Fast Myocardial Perfusion SPECT: A Multicenter Study, 2018-03-14

• Late sodium channel blockade improves angina and myocardial perfusion in patients with severe coronary microvascular dysfunction: Women's Ischemia Syndrome Evaluation-Coronary Vascular Dysfunction ancillary study, 2018-09-26