Shruti Siva Kumar

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Publications (8)

• Machine learning derived ECG risk score improves cardiovascular risk assessment in conjunction with coronary artery calcium scoring
  Frontiers in Cardiovascular Medicine 2022 DOI: 10.3389/FCVM.2022.976769
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• Distinguishing Markers of Lung Vasculature Development in Pre-Term Versus Full-Term Patients
  Pediatrics 2021 DOI: 10.1542/PEDS.147.3MA3.298
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• Effects of Uncertainty in Border Delineation on GLS(BL) versus LVEF
  Circulation 2021
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• Machine Learning Applied on ECG Improves Cardiovascular Risk Prediction When Added to Coronary Artery Calcium Scoring in Patients With Cancer
  Circulation 2021
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• Performance Of Cardiac Magnetic Resonance Fingerprinting Mapping - Evaluation By Comparison With Standard Techniques In A Large Patient Population
  Circulation 2021
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• Evaluation Of Radiographic Pulmonary Changes And Cytokine Expressions On A Prospective Longitudinal Clinical Trial After Radiation Therapy For Breast Cancer: A Comparison of Proton Vs. Photon Therapy
  International Journal of Radiation Oncology Biology Physics 2020 DOI: 10.1016/J.IJROBP.2020.07.1754
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• The dose-response characteristics of four NTCP models: using a novel CT-based radiomic method to quantify radiation-induced lung density changes
  Scientific Reports 2020 DOI: 10.1038/S41598-020-67499-0
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• Proton Therapy Preserves Acute Left Ventricular Ejection Fraction Relative to Conventional X-Ray-Based Therapy in Breast Cancer
  Circulation 2019
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