488 results on '"Piechnik, Stefan K."'
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2. Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation
3. Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study
4. Fully Automated Myocardial Strain Estimation from CMR Tagged Images using a Deep Learning Framework in the UK Biobank
5. Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image
6. 3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata
7. Improving the generalizability of convolutional neural network-based segmentation on CMR images
8. Automated Quality Control in Image Segmentation: Application to the UK Biobank Cardiac MR Imaging Study
9. High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort
10. 3-Dimensional Strain Analysis of Hypertrophic Cardiomyopathy: Insights From the NHLBI International HCM Registry
11. Incident Clinical and Mortality Associations of Myocardial Native T1 in the UK Biobank
12. Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN
13. Acute Response in the Noninfarcted Myocardium Predicts Long-Term Major Adverse Cardiac Events After STEMI
14. Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences
15. Mitral Annular Disjunction Assessed Using CMR Imaging: Insights From the UK Biobank Population Study
16. Myocardial Involvement After Hospitalization for COVID-19 Complicated by Troponin Elevation: A Prospective, Multicenter, Observational Study
17. Automated cardiovascular magnetic resonance image analysis with fully convolutional networks
18. Improving robustness of automatic cardiac function quantification from cine magnetic resonance imaging using synthetic image data
19. Symptom Persistence Despite Improvement in Cardiopulmonary Health – Insights from longitudinal CMR, CPET and lung function testing post-COVID-19
20. Predictors of Major Atrial Fibrillation Endpoints in the National Heart, Lung, and Blood Institute HCMR
21. Medium-term effects of SARS-CoV-2 infection on multiple vital organs, exercise capacity, cognition, quality of life and mental health, post-hospital discharge
22. Deep learning with attention supervision for automated motion artefact detection in quality control of cardiac T1-mapping
23. Misclassification of females and males in cardiovascular magnetic resonance parametric mapping: the importance of sex-specific normal ranges for diagnosis of health vs. disease
24. A population-based phenome-wide association study of cardiac and aortic structure and function
25. Cardiac stress T1-mapping response and extracellular volume stability of MOLLI-based T1-mapping methods
26. Cardiovascular magnetic resonance reference values of mitral and tricuspid annular dimensions: the UK Biobank cohort
27. Distinct Subgroups in Hypertrophic Cardiomyopathy in the NHLBI HCM Registry
28. Identification of Myocardial Disarray in Patients With Hypertrophic Cardiomyopathy and Ventricular Arrhythmias
29. Misclassification of females and males in cardiovascular magnetic resonance parametric mapping: the importance of sex-specific normal ranges for diagnosis of health vs. disease.
30. Toward Replacing Late Gadolinium Enhancement With Artificial Intelligence Virtual Native Enhancement for Gadolinium-Free Cardiovascular Magnetic Resonance Tissue Characterization in Hypertrophic Cardiomyopathy
31. Characterizing the hypertensive cardiovascular phenotype in the UK Biobank
32. Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study
33. Independent Left Ventricular Morphometric Atlases Show Consistent Relationships with Cardiovascular Risk Factors: A UK Biobank Study
34. Characterizing the hypertensive cardiovascular phenotype in the UK Biobank
35. Validation of Cardiovascular Magnetic Resonance–Derived Equation for Predicted Left Ventricular Mass Using the UK Biobank Imaging Cohort: Tool for Donor-Recipient Size Matching
36. Genome-Wide Analysis of Left Ventricular Image-Derived Phenotypes Identifies Fourteen Loci Associated With Cardiac Morphogenesis and Heart Failure Development
37. A mathematical and biophysical modelling of cerebral blood flow and cerebrospinal fluid dynamics
38. Changes in Cardiac Morphology and Function in Individuals With Diabetes Mellitus: The UK Biobank Cardiovascular Magnetic Resonance Substudy
39. Right ventricular shape and function: cardiovascular magnetic resonance reference morphology and biventricular risk factor morphometrics in UK Biobank
40. Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study
41. 3-Dimensional Strain Analysis of Hypertrophic Cardiomyopathy
42. Left ventricular anatomy in obstructive hypertrophic cardiomyopathy: beyond basal septal hypertrophy
43. Incident Clinical and Mortality Associations of Myocardial Native T1 in the UK Biobank
44. Left ventricular anatomy in obstructive hypertrophic cardiomyopathy: beyond basal septal hypertrophy.
45. Automated cardiovascular magnetic resonance image analysis with fully convolutional networks
46. Splenic T1-mapping: a novel quantitative method for assessing adenosine stress adequacy for cardiovascular magnetic resonance
47. Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-Based Segmentation
48. MOCOnet: Robust Motion Correction of Cardiovascular Magnetic Resonance T1 Mapping Using Convolutional Neural Networks
49. Artificial Intelligence for Contrast-Free MRI: Scar Assessment in Myocardial Infarction Using Deep Learning-Based Virtual Native Enhancement.
50. T1 mapping and survival in systemic light-chain amyloidosis
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