79 results on '"Zhou, S. Kevin"'
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2. Keypoints Localization for Joint Vertebra Detection and Fracture Severity Quantification
3. Inferring the 3D Standing Spine Posture from 2D Radiographs
4. GAN-Based Realistic Bone Ultrasound Image and Label Synthesis for Improved Segmentation
5. Generative Modelling of 3D In-Silico Spongiosa with Controllable Micro-structural Parameters
6. Doctor Imitator: A Graph-Based Bone Age Assessment Framework Using Hand Radiographs
7. A Convolutional Approach to Vertebrae Detection and Labelling in Whole Spine MRI
8. SIMBA: Specific Identity Markers for Bone Age Assessment
9. Discriminative Dictionary-Embedded Network for Comprehensive Vertebrae Tumor Diagnosis
10. Deep Active Learning for Effective Pulmonary Nodule Detection
11. Nodule2vec: A 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation
12. Grading Loss: A Fracture Grade-Based Metric Loss for Vertebral Fracture Detection
13. 3D Convolutional Sequence to Sequence Model for Vertebral Compression Fractures Identification in CT
14. Multi-vertebrae Segmentation from Arbitrary Spine MR Images Under Global View
15. Manifold Ordinal-Mixup for Ordered Classes in TW3-Based Bone Age Assessment
16. Automatic Segmentation, Localization, and Identification of Vertebrae in 3D CT Images Using Cascaded Convolutional Neural Networks
17. Contour-Based Bone Axis Detection for X-Ray Guided Surgery on the Knee
18. An Analysis by Synthesis Method that Allows Accurate Spatial Modeling of Thickness of Cortical Bone from Clinical QCT
19. Learning Tumor Growth via Follow-Up Volume Prediction for Lung Nodules
20. Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction
21. Segmentation of Paraspinal Muscles at Varied Lumbar Spinal Levels by Explicit Saliency-Aware Learning
22. Improve Bone Age Assessment by Learning from Anatomical Local Regions
23. Towards Robust Bone Age Assessment: Rethinking Label Noise and Ambiguity
24. Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation
25. Class-Aware Multi-window Adversarial Lung Nodule Synthesis Conditioned on Semantic Features
26. Interpretable Identification of Interstitial Lung Disease (ILD) Associated Findings from CT
27. CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans
28. Abnormality Detection in Chest X-Ray Images Using Uncertainty Prediction Autoencoders
29. Learning with Sure Data for Nodule-Level Lung Cancer Prediction
30. Region Proposals for Saliency Map Refinement for Weakly-Supervised Disease Localisation and Classification
31. Joint Data Imputation and Mechanistic Modelling for Simulating Heart-Brain Interactions in Incomplete Datasets
32. Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study
33. A Semi-supervised Joint Network for Simultaneous Left Ventricular Motion Tracking and Segmentation in 4D Echocardiography
34. Multi-stream Progressive Up-Sampling Network for Dense CT Image Reconstruction
35. ICA-UNet: ICA Inspired Statistical UNet for Real-Time 3D Cardiac Cine MRI Segmentation
36. Automatic Angle of Progress Measurement of Intrapartum Transperineal Ultrasound Image with Deep Learning
37. A Bottom-Up Approach for Real-Time Mitral Valve Annulus Modeling on 3D Echo Images
38. Joint Image Quality Assessment and Brain Extraction of Fetal MRI Using Deep Learning
39. Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation
40. Alleviating the Incompatibility Between Cross Entropy Loss and Episode Training for Few-Shot Skin Disease Classification
41. Enhanced Detection of Fetal Pose in 3D MRI by Deep Reinforcement Learning with Physical Structure Priors on Anatomy
42. Fairness of Classifiers Across Skin Tones in Dermatology
43. Accelerated 4D Respiratory Motion-Resolved Cardiac MRI with a Model-Based Variational Network
44. Automated Intracranial Artery Labeling Using a Graph Neural Network and Hierarchical Refinement
45. Learning Hybrid Representations for Automatic 3D Vessel Centerline Extraction
46. Data-Driven Multi-contrast Spectral Microstructure Imaging with InSpect
47. Clinical-Inspired Network for Skin Lesion Recognition
48. Multi-class Skin Lesion Segmentation for Cutaneous T-cell Lymphomas on High-Resolution Clinical Images
49. Lightweight Double Attention-Fused Networks for Intraoperative Stent Segmentation
50. Semi-supervised Learning for Fetal Brain MRI Quality Assessment with ROI Consistency
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