77 results on '"Zhou, S. Kevin"'
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2. An Elastic Interaction-Based Loss Function for Medical Image Segmentation
3. Open-Appositional-Synechial Anterior Chamber Angle Classification in AS-OCT Sequences
4. A Deformable CRF Model for Histopathology Whole-Slide Image Classification
5. Boosting Connectivity in Retinal Vessel Segmentation via a Recursive Semantics-Guided Network
6. RVSeg-Net: An Efficient Feature Pyramid Cascade Network for Retinal Vessel Segmentation
7. Retinal Image Segmentation with a Structure-Texture Demixing Network
8. Modeling Histological Patterns for Differential Diagnosis of Atypical Breast Lesions
9. BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation
10. Macular Hole and Cystoid Macular Edema Joint Segmentation by Two-Stage Network and Entropy Minimization
11. Retinal Nerve Fiber Layer Defect Detection with Position Guidance
12. Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT
13. A Macro-Micro Weakly-Supervised Framework for AS-OCT Tissue Segmentation
14. Disentanglement Network for Unsupervised Speckle Reduction of Optical Coherence Tomography Images
15. Retinal Layer Segmentation Reformulated as OCT Language Processing
16. Anterior Segment Eye Lesion Segmentation with Advanced Fusion Strategies and Auxiliary Tasks
17. Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images
18. Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and Retrieval
19. Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA Generation
20. Positive-Aware Lesion Detection Network with Cross-scale Feature Pyramid for OCT Images
21. Single-Shot Retinal Image Enhancement Using Deep Image Priors
22. GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy
23. Weakly Supervised Multiple Instance Learning Histopathological Tumor Segmentation
24. DeepGF: Glaucoma Forecast Using the Sequential Fundus Images
25. Combining Fundus Images and Fluorescein Angiography for Artery/Vein Classification Using the Hierarchical Vessel Graph Network
26. TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification
27. Adaptive Dictionary Learning Based Multimodal Branch Retinal Vein Occlusion Fusion
28. MitoEM Dataset: Large-Scale 3D Mitochondria Instance Segmentation from EM Images
29. Deep Interactive Learning: An Efficient Labeling Approach for Deep Learning-Based Osteosarcoma Treatment Response Assessment
30. Foveation for Segmentation of Mega-Pixel Histology Images
31. Tracing Diagnosis Paths on Histopathology WSIs for Diagnostically Relevant Case Recommendation
32. Deep Active Learning for Breast Cancer Segmentation on Immunohistochemistry Images
33. Multiple Instance Learning with Center Embeddings for Histopathology Classification
34. Graph Attention Multi-instance Learning for Accurate Colorectal Cancer Staging
35. Automated Measurements of Key Morphological Features of Human Embryos for IVF
36. Attention-Guided Quality Assessment for Automated Cryo-EM Grid Screening
37. Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer
38. Microscopic Fine-Grained Instance Classification Through Deep Attention
39. Pairwise Relation Learning for Semi-supervised Gland Segmentation
40. Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide Images
41. FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology
42. Ranking-Based Survival Prediction on Histopathological Whole-Slide Images
43. Censoring-Aware Deep Ordinal Regression for Survival Prediction from Pathological Images
44. Self-supervised Nuclei Segmentation in Histopathological Images Using Attention
45. Multi-field of View Aggregation and Context Encoding for Single-Stage Nucleus Recognition
46. StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification
47. A Novel Approach to Tongue Standardization and Feature Extraction
48. A Novel Loss Calibration Strategy for Object Detection Networks Training on Sparsely Annotated Pathological Datasets
49. Instance-Aware Self-supervised Learning for Nuclei Segmentation
50. Corruption-Robust Enhancement of Deep Neural Networks for Classification of Peripheral Blood Smear Images
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