49 results on '"Woo, Jonghye"'
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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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