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69 results on '"Summers, Ronald"'

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1. Metrics reloaded: recommendations for image analysis validation.

2. The Medical Segmentation Decathlon.

4. Discriminative ensemble learning for few-shot chest x-ray diagnosis.

5. Preparing Medical Imaging Data for Machine Learning.

6. Fully automated segmentation and quantification of visceral and subcutaneous fat at abdominal CT: application to a longitudinal adult screening cohort.

7. Validation of the Dominant Sequence Paradigm and Role of Dynamic Contrast-enhanced Imaging in PI-RADS Version 2.

8. Regional infarction identification from cardiac CT images: a computer-aided biomechanical approach.

9. A multi-center milestone study of clinical vertebral CT segmentation.

10. Automatic multi-resolution shape modeling of multi-organ structures.

11. Computer aided detection of epidural masses on computed tomography scans.

12. A new 2.5D representation for lymph node detection using random sets of deep convolutional neural network observations.

13. Automatic segmentation and measurement of pleural effusions on CT.

14. Assessing splenomegaly: automated volumetric analysis of the spleen.

15. Visual phrase learning and its application in computed tomographic colonography.

16. Manifold diffusion for exophytic kidney lesion detection on non-contrast CT images.

17. A variational framework for joint detection and segmentation of ovarian cancer metastases.

18. Sequential Monte Carlo tracking for marginal artery segmentation on CT angiography by multiple cue fusion.

19. Machine learning and radiology.

20. An automatic method for renal cortex segmentation on CT images: evaluation on kidney donors.

21. Statistical 4D graphs for multi-organ abdominal segmentation from multiphase CT.

22. Assessing hepatomegaly: automated volumetric analysis of the liver.

23. Automated teniae coli detection and identification on computed tomographic colonography.

24. Detection of vertebral body fractures based on cortical shell unwrapping.

25. Automated image-based colon cleansing for laxative-free CT colonography computer-aided polyp detection.

26. Improved computer-aided detection of small polyps in CT colonography using interpolation for curvature estimation.

27. Multi-organ segmentation from multi-phase abdominal CT via 4D graphs using enhancement, shape and location optimization.

28. Optimizing computer-aided colonic polyp detection for CT colonography by evolving the Pareto fronta.

29. Statistical location model for abdominal organ localization.

30. Improved classifier for computer-aided polyp detection in CT colonography by nonlinear dimensionality reduction.

31. CT and image processing non-invasive indicators of sickle cell secondary pulmonary hypertension.

32. Quality assessment for CT colonography: validation of automated measurement of colonic distention and residual fluid.

33. Colonic polyp segmentation in CT colonography-based on fuzzy clustering and deformable models.

34. Reduction of false positives on the rectal tube in computer-aided detection for CT colonography.

35. Computer-assisted detection of colonic polyps with CT colonography using neural networks and binary classification trees.

36. Colonic polyps: complementary role of computer-aided detection in CT colonography.

37. A multi-center milestone study of clinical vertebral CT segmentation

38. Cortical shell unwrapping for vertebral body abnormality detection on computed tomography

39. Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in MR images

40. Validation of the Dominant Sequence Paradigm and Role of Dynamic Contrast-enhanced Imaging in PI-RADS Version 2

41. Automated segmentation and quantification of aortic calcification at abdominal CT: application of a deep learning-based algorithm to a longitudinal screening cohort.

42. Automated image-based colon cleansing for laxative-free CT colonography computer-aided polyp detection

43. Improved computer-aided detection of small polyps in CT colonography using interpolation for curvature estimationa

44. Segmentation and quantification of pulmonary artery for noninvasive CT assessment of sickle cell secondary pulmonary hypertension

45. Automated segmentation and quantification of liver and spleen from CT images using normalized probabilistic atlases and enhancement estimation

46. Optimizing computer-aided colonic polyp detection for CT colonography by evolving the Pareto front1

47. Matching 3-D Prone and Supine CT Colonography Scans Using Graphs.

48. Seeing Is Believing: Video Classification for Computed Tomographic Colonography Using Multiple-Instance Learning.

49. Optimizing computer-aided colonic polyp detection for CT colonography by evolving the Pareto front.

50. Automatic Correction of Level Set Based Subvoxel Precise Centerlines for Virtual Colonoscopy Using the Colon Outer Wall.

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