75 results on '"Zhou, S. Kevin"'
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2. Biomechanics-Informed Neural Networks for Myocardial Motion Tracking in MRI
3. Deep Multi-view Stereo for Dense 3D Reconstruction from Monocular Endoscopic Video
4. Deep Placental Vessel Segmentation for Fetoscopic Mosaicking
5. Two-Stream Deep Feature Modelling for Automated Video Endoscopy Data Analysis
6. Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration
7. Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble
8. Rethinking Anticipation Tasks: Uncertainty-Aware Anticipation of Sparse Surgical Instrument Usage for Context-Aware Assistance
9. Endo-Sim2Real: Consistency Learning-Based Domain Adaptation for Instrument Segmentation
10. OfGAN: Realistic Rendition of Synthetic Colonoscopy Videos
11. Synthetic and Real Inputs for Tool Segmentation in Robotic Surgery
12. Asynchronous in Parallel Detection and Tracking (AIPDT): Real-Time Robust Polyp Detection
13. Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures
14. Towards Accurate and Interpretable Surgical Skill Assessment: A Video-Based Method Incorporating Recognized Surgical Gestures and Skill Levels
15. Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video
16. Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic Diffusion
17. Spectral-spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification
18. Searching for Efficient Architecture for Instrument Segmentation in Robotic Surgery
19. Vision-Based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson’s Disease Motor Severity
20. Learning and Reasoning with the Graph Structure Representation in Robotic Surgery
21. ISINet: An Instance-Based Approach for Surgical Instrument Segmentation
22. Toward Rapid Stroke Diagnosis with Multimodal Deep Learning
23. Reliable Liver Fibrosis Assessment from Ultrasound Using Global Hetero-Image Fusion and View-Specific Parameterization
24. Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound
25. An Unsupervised Approach to Ultrasound Elastography with End-to-end Strain Regularisation
26. Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound
27. Complex Cancer Detector: Complex Neural Networks on Non-stationary Time Series for Guiding Systematic Prostate Biopsy
28. Self-Supervised Contrastive Video-Speech Representation Learning for Ultrasound
29. Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification
30. Predicting Obstructive Hydronephrosis Based on Ultrasound Alone
31. Semi-supervised Training of Optical Flow Convolutional Neural Networks in Ultrasound Elastography
32. Spatially-Aware Displays for Computer Assisted Interventions
33. Three-Dimensional Thyroid Assessment from Untracked 2D Ultrasound Clips
34. Ultra2Speech - A Deep Learning Framework for Formant Frequency Estimation and Tracking from Ultrasound Tongue Images
35. Ultrasound Video Summarization Using Deep Reinforcement Learning
36. Sensorless Freehand 3D Ultrasound Reconstruction via Deep Contextual Learning
37. VR Simulation of Novel Hands-Free Interaction Concepts for Surgical Robotic Visualization Systems
38. Symmetric Dilated Convolution for Surgical Gesture Recognition
39. Can a Hand-Held Navigation Device Reduce Cognitive Load? A User-Centered Approach Evaluated by 18 Surgeons
40. Interacting with Medical Volume Data in Projective Augmented Reality
41. Deep Selection: A Fully Supervised Camera Selection Network for Surgery Recordings
42. Surgical Video Motion Magnification with Suppression of Instrument Artefacts
43. Automatic Operating Room Surgical Activity Recognition for Robot-Assisted Surgery
44. Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets
45. AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation
46. TeCNO: Surgical Phase Recognition with Multi-stage Temporal Convolutional Networks
47. Longitudinal Image Registration with Temporal-Order and Subject-Specificity Discrimination
48. Generalizing Spatial Transformers to Projective Geometry with Applications to 2D/3D Registration
49. Fluid Registration Between Lung CT and Stationary Chest Tomosynthesis Images
50. Anatomical Data Augmentation via Fluid-Based Image Registration
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