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215 results on '"Gibson, Eli"'

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2. Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment

3. Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images

4. No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks

5. Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks

6. GAMER MRI: Gated-attention mechanism ranking of multi-contrast MRI in brain pathology

7. Conditional Segmentation in Lieu of Image Registration

8. Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment

9. Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels

10. Class-Aware Adversarial Lung Nodule Synthesis in CT Images

11. Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition

12. Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration

13. Adversarial Deformation Regularization for Training Image Registration Neural Networks

14. Label-driven weakly-supervised learning for multimodal deformable image registration

15. NiftyNet: a deep-learning platform for medical imaging

16. Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks

17. Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks

23. Inter-site Variability in Prostate Segmentation Accuracy Using Deep Learning

24. Towards Image-Guided Pancreas and Biliary Endoscopy: Automatic Multi-organ Segmentation on Abdominal CT with Dense Dilated Networks

25. NiftyNet: a deep-learning platform for medical imaging

29. Prostate Cancer: Improved Tissue Characterization by Temporal Modeling of Radio-Frequency Ultrasound Echo Data

30. 2D-3D Registration Accuracy Estimation for Optimised Planning of Image-Guided Pancreatobiliary Interventions

34. Statistical Power in Image Segmentation: Relating Sample Size to Reference Standard Quality

36. The importance of data domain on self-supervised learning for brain metastasis detection and segmentation

37. 3D-2D GAN based brain metastasis synthesis with configurable parameters for fully 3D data augmentation

46. Artificial Intelligence with Statistical Confidence Scores for Detection of Acute or Subacute Hemorrhage on Noncontrast CT Head Scans

49. Brain midline shift detection and quantification by a cascaded deep network pipeline on non-contrast computed tomography scans

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