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49 results on '"Woo, Jonghye"'

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1. Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer

2. Outlier Robust Disease Classification via Stochastic Confidence Network

3. MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction

4. Speech Audio Synthesis from Tagged MRI and Non-negative Matrix Factorization via Plastic Transformer

5. Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning

6. Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis

7. Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI

8. Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator

9. ACT: Semi-supervised Domain-Adaptive Medical Image Segmentation with Asymmetric Co-training

10. Generative Self-training for Cross-Domain Unsupervised Tagged-to-Cine MRI Synthesis

11. Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation

12. Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology

13. A Deep Learning Based Anti-aliasing Self Super-Resolution Algorithm for MRI

14. Incompressible Phase Registration for Motion Estimation from Tagged Magnetic Resonance Images

15. Construction of An Unbiased Spatio-Temporal Atlas of the Tongue During Speech

16. Determining Functional Units of Tongue Motion via Graph-Regularized Sparse Non-negative Matrix Factorization

17. 3D Tongue Motion from Tagged and Cine MR Images

18. Deformable Registration of High-Resolution and Cine MR Tongue Images

19. SAM-U: Multi-box Prompts Triggered Uncertainty Estimation for Reliable SAM in Medical Image

20. PLMVQA: Applying Pseudo Labels for Medical Visual Question Answering with Limited Data

21. Leveraging Contrastive Learning with SimSiam for the Classification of Primary and Secondary Liver Cancers

22. Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification

23. Anatomy-Aware Lymph Node Detection in Chest CT Using Implicit Station Stratification

24. Identifying Shared Neuroanatomic Architecture Between Cognitive Traits Through Multiscale Morphometric Correlation Analysis

25. Noisy-Consistent Pseudo Labeling Model for Semi-supervised Skin Lesion Classification

26. Hybrid Multimodality Fusion with Cross-Domain Knowledge Transfer to Forecast Progression Trajectories in Cognitive Decline

27. Operating Critical Machine Learning Models in Resource Constrained Regimes

28. Groupwise Image Registration with Atlas of Multiple Resolutions Refined at Test Phase

29. Data Efficiency of Segment Anything Model for Optic Disc and Cup Segmentation

30. MuST: Multimodal Spatiotemporal Graph-Transformer for Hospital Readmission Prediction

31. Hessian-Based Similarity Metric for Multimodal Medical Image Registration

32. Osteoarthritis Diagnosis Integrating Whole Joint Radiomics and Clinical Features for Robust Learning Models Using Biological Privileged Information

33. MAD: Modality Agnostic Distance Measure for Image Registration

34. Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis

35. Synthesising Brain Iron Maps from Quantitative Magnetic Resonance Images Using Interpretable Generative Adversarial Networks

36. Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI

37. Multimodal Context-Aware Detection of Glioma Biomarkers Using MRI and WSI

38. Fusion: Bayesian-Based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability Prediction

39. BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images

40. Efficient Registration of Longitudinal Studies for Follow-Up Lesion Assessment by Exploiting Redundancy and Composition of Deformations

41. Query Re-Training for Modality-Gnostic Incomplete Multi-modal Brain Tumor Segmentation

42. Graph-Based Multimodal Multi-lesion DLBCL Treatment Response Prediction from PET Images

43. RPTK: The Role of Feature Computation on Prediction Performance

44. A Two-Species Model for Abnormal Tau Dynamics in Alzheimer’s Disease

45. A New Large-Scale Video Dataset of the Eyelid Opening Degree for Deep Regression-Based PERCLOS Estimation

46. A Hierarchical Descriptor Framework for On-the-Fly Anatomical Location Matching Between Longitudinal Studies

47. FusionNet: A Frame Interpolation Network for 4D Heart Models

48. A Groupwise Method for the Reconstruction of Hypergraph Representation of Resting-State Functional Networks

49. Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer

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