34 results on '"Zhou, S. Kevin"'
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2. 3D U-Net: A 3D Universal U-Net for Multi-domain Medical Image Segmentation
3. MR-to-US Registration Using Multiclass Segmentation of Hepatic Vasculature with a Reduced 3D U-Net
4. Region-of-interest guided supervoxel inpainting for self-supervision
5. Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-supervised Learning and Dual-UNet
6. XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms
7. GAN-Based Realistic Bone Ultrasound Image and Label Synthesis for Improved Segmentation
8. Automatic Segmentation, Localization, and Identification of Vertebrae in 3D CT Images Using Cascaded Convolutional Neural Networks
9. A Semi-supervised Joint Network for Simultaneous Left Ventricular Motion Tracking and Segmentation in 4D Echocardiography
10. Deep Learning Automatic Fetal Structures Segmentation in MRI Scans with Few Annotated Datasets
11. A Macro-Micro Weakly-Supervised Framework for AS-OCT Tissue Segmentation
12. Deep Active Learning for Breast Cancer Segmentation on Immunohistochemistry Images
13. Segmenting Continuous but Sparsely-Labeled Structures in Super-Resolution Microscopy Using Perceptual Grouping
14. Multi-task Dynamic Transformer Network for Concurrent Bone Segmentation and Large-Scale Landmark Localization with Dental CBCT
15. Graph Reasoning and Shape Constraints for Cardiac Segmentation in Congenital Heart Defect
16. Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI
17. Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation
18. Mt-UcGAN: Multi-task Uncertainty-Constrained GAN for Joint Segmentation, Quantification and Uncertainty Estimation of Renal Tumors on CT
19. INSIDE: Steering Spatial Attention with Non-imaging Information in CNNs
20. KiU-Net: Towards Accurate Segmentation of Biomedical Images Using Over-Complete Representations
21. CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation
22. Widening the Focus: Biomedical Image Segmentation Challenges and the Underestimated Role of Patch Sampling and Inference Strategies
23. Calibrated Surrogate Maximization of Dice
24. Robust Medical Image Segmentation from Non-expert Annotations with Tri-network
25. Contrastive Rendering for Ultrasound Image Segmentation
26. Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation
27. TexNet: Texture Loss Based Network for Gastric Antrum Segmentation in Ultrasound
28. Simulation of Brain Resection for Cavity Segmentation Using Self-supervised and Semi-supervised Learning
29. AGAN: An Anatomy Corrector Conditional Generative Adversarial Network
30. Temporal-Consistent Segmentation of Echocardiography with Co-learning from Appearance and Shape
31. Entropy Guided Unsupervised Domain Adaptation for Cross-Center Hip Cartilage Segmentation from MRI
32. Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation
33. Self Domain Adapted Network
34. High-Order Attention Networks for Medical Image Segmentation
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