719 results on '"Sonka, Milan"'
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2. AI-based classification of three common malignant tumors in neuro-oncology: A multi-institutional comparison of machine learning and deep learning methods
3. Sensitivity of CNN image analysis to multifaceted measurements of neurite growth
4. Caldendrin represses neurite regeneration and growth in dorsal root ganglion neurons
5. Using computed tomography to recover hidden medieval fragments beneath early modern leather bindings, first results
6. A Technique to Enable Efficient Adaptive Radiation Therapy: Automated Contouring of Prostate and Adjacent Organs
7. Validation of a semi-automatic software for optical coherence tomography – analysis in heart transplanted patients
8. Segmentation quality assessment by automated detection of erroneous surface regions in medical images
9. Can Artificial Intelligence Enhance Syncope Management?: A JACC: Advances Multidisciplinary Collaborative Statement
10. Fibrous Cap Thickness Predicts Stable Coronary Plaque Progression: Early Clinical Validation of a Semiautomated OCT Technology
11. Radiomics-based differentiation between glioblastoma and primary central nervous system lymphoma: a comparison of diagnostic performance across different MRI sequences and machine learning techniques
12. Fully automated 3D segmentation of MR-imaged calf muscle compartments: Neighborhood relationship enhanced fully convolutional network
13. COVID TV-Unet: Segmenting COVID-19 chest CT images using connectivity imposed Unet
14. Machine learning based differentiation of glioblastoma from brain metastasis using MRI derived radiomics
15. Computed Tomography Perfusion–Based Prediction of Core Infarct and Tissue at Risk: Can Artificial Intelligence Help Reduce Radiation Exposure?
16. Quantitative 3D Analysis of Coronary Wall Morphology in Heart Transplant Patients: OCT-Assessed Cardiac Allograft Vasculopathy Progression
17. The accuracy of detailed analysis of optical coherence tomography in detection of plaque lipid content: dual-imaging study with optical coherence tomography and near-infrared spectroscopy.
18. Acetylsalicylic acid use and development of cardiac allograft vasculopathy: A national prospective study using highly automated 3‐D optical coherence tomography analysis.
19. OR8-3 | Evaluation of the Changes in Fibrous Cap Thickness in Nonculprit Coronary Artery Plaques Using Serial OCT Imaging and Serum Biomarkers
20. Early detection of cardiac allograft vasculopathy using highly automated 3-dimensional optical coherence tomography analysis
21. CorteXpert: A model-based method for automatic renal cortex segmentation
22. A machine-learning graph-based approach for 3D segmentation of Bruch’s membrane opening from glaucomatous SD-OCT volumes
23. Graph-based segmentation of abnormal nuclei in cervical cytology
24. Pathologic Intimal Thickening Plaque Phenotype: Not as Innocent as Previously Thought. A Serial 3D Intravascular Ultrasound Virtual Histology Study
25. Chapter 18 - Deep learning medical image segmentation
26. Provable Multi-instance Deep AUC Maximization with Stochastic Pooling
27. Evaluation of Variable Thin-Cap Fibroatheroma Definitions and Association of Virtual Histology-Intravascular Ultrasound Findings With Cavity Rupture Size
28. Retinal neurodegeneration may precede microvascular changes characteristic of diabetic retinopathy in diabetes mellitus
29. Assisted annotation in Deep LOGISMOS: Simultaneous multi‐compartment 3D MRI segmentation of calf muscles.
30. Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map
31. Novel Indices for Left-Ventricular Dyssynchrony Characterization Based on Highly Automated Segmentation From Real-Time 3-D Echocardiography
32. Lung segmentation refinement based on optimal surface finding utilizing a hybrid desktop/virtual reality user interface
33. 3D Slicer as an image computing platform for the Quantitative Imaging Network
34. Role of genetics in the development of cardiac allograft vasculopathy.
35. EARLY CHANGES IN INTIMAL MEDIAL THICKENING EARLY AFTER HEART TRANSPLANTATION AS ASSESSED BY AUTOMATED MACHINE LEARNING ANALYSIS OF OPTICAL COHERENCE TOMOGRAPHY (OCT)
36. Improved tensor scale computation with application to medical image interpolation
37. Geographic Analysis of Coronary Atherosclerosis in a Serial Intravascular Ultrasound Radiofrequency Study: Is the Hot Spot Hypothesis Related to Phenotypic Differences or a Function of Plaque Burden?: C-093
38. Novel Machine Learning Approach to Predict and Personalize Length of Stay for Patients Admitted with Syncope from the Emergency Departmen.
39. Contributors
40. Preface
41. Measurement of Aortic Intimal-Medial Thickness in Adolescents and Young Adults
42. Three-dimensional thrombus segmentation in abdominal aortic aneurysms using graph search based on a triangular mesh
43. Comparison of Retinal and Choriocapillaris Thicknesses Following Sitting to Supine Transition in Healthy Individuals and Patients With Age-Related Macular Degeneration
44. Congenital aortic disease: 4D magnetic resonance segmentation and quantitative analysis
45. Automated segmentation of choroidal layers from 3-dimensional macular optical coherence tomography scans
46. TCT-161 Coronary Lipid Burden Early After Heart Transplantation as Assessed by Optical Coherence Tomography
47. Optimal multiple-seams search for image resizing with smoothness and shape prior
48. Automated analysis of four-dimensional magnetic resonance images of the human aorta
49. Three-dimensional analysis of retinal layer texture: identification of fluid-filled regions in SD-OCT of th Macula
50. Chapter 8 - Quantitative Assessment and Prediction of Coronary Plaque Development Using Serial Intravascular Ultrasound and Virtual Histology
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