publication venue for
- SOM2LM: Self-Organized Multi-Modal Longitudinal Maps.. 15002. 2024
- An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment.. 14221. 2023
- Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning.. 14225. 2023
- Gadolinium-Free Cardiac MRI Myocardial Scar Detection by 4D Convolution Factorization.. 14221. 2023
- Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model.. 14227. 2023
- How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers?. 14224. 2023
- LSOR: Longitudinally-Consistent Self-Organized Representation Learning.. 14220. 2023
- Utilizing Longitudinal Chest X-Rays and Reports to Pre-fill Radiology Reports.. 14224. 2023
- A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models.. 13433. 2022
- Joint Graph Convolution for Analyzing Brain Structural and Functional Connectome.. 13431. 2022
- Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI.. 12907. 2021
- Self-Supervised Longitudinal Neighbourhood Embedding.. 12902. 2021
- CircleNet: Anchor-free Glomerulus Detection with Circle Representation.. 2020. 2020
- Hierarchical geodesic modeling on the diffusion orientation distribution function for longitudinal DW-MRI analysis.. 12267. 2020
- Integrating cross-modality hallucinated MRI with CT to aid mediastinal lung tumor segmentation.. 11769. 2019
- Unsupervised Deep Learning for Bayesian Brain MRI Segmentation.. 11766. 2019
- Variational AutoEncoder For Regression: Application to Brain Aging Analysis.. 11765. 2019
- A Riemannian Framework for Longitudinal Analysis of Resting-State Functional Connectivity.. 11072. 2018
- Tumor-aware, Adversarial Domain Adaptation from CT to MRI for Lung Cancer Segmentation.. 11071. 2018
- Mid-Space-Independent Symmetric Data Term for Pairwise Deformable Image Registration.. 9350. 2015
- Predictive Modeling of Anatomy with Genetic and Clinical Data.. 9351. 2015
- A Sparse Bayesian Learning Algorithm for Longitudinal Image Data.. 9351. 2015
- A cautionary analysis of STAPLE using direct inference of segmentation truth.. 17. 2014
- A universal and efficient method to compute maps from image-based prediction models.. 17. 2014
- Auto localization and segmentation of occluded vessels in robot-assisted partial nephrectomy.. 17. 2014
- Automatic labelling of tumourous frames in free-hand laparoscopic ultrasound video.. 17. 2014
- Efficient multi-organ segmentation in multi-view endoscopic videos using pre-operative priors.. 17. 2014
- Estimating dynamic lung images from high-dimension chest surface motion using 4D statistical model.. 17. 2014
- Geometric-feature-based spectral graph matching in pharyngeal surface registration.. 17. 2014
- Segmentation of cerebrovascular pathologies in stroke patients with spatial and shape priors.. 17. 2014
- Tensor total-variation regularized deconvolution kegularlzea ueconvolution for efficient low-dose CT perfusion.. 17. 2014
- A probabilistic, non-parametric framework for inter-modality label fusion.. 16. 2013
- Example-based restoration of high-resolution magnetic resonance image acquisitions.. 16. 2013
- Helical mode lung 4D-CT reconstruction using Bayesian model.. 16. 2013
- Robust myelin quantitative imaging from multi-echo T2 MRI using edge preserving spatial priors.. 16. 2013
- Incorporating parameter uncertainty in Bayesian segmentation models: application to hippocampal subfield volumetry.. 15. 2012
- Generation of 4D access corridors from real-time multislice MRI for guiding transapical aortic valvuloplasties.. 14. 2011
- MR-based real time path planning for cardiac operations with transapical access.. 14. 2011
- Regurgitation quantification using 3D PISA in volume echocardiography.. 14. 2011
- The Relevance Voxel Machine (RVoxM): a Bayesian method for image-based prediction.. 14. 2011
- Towards Effcient Label Fusion by Pre-Alignment of Training Data.. 14. 2011
- Dual-model automatic detection of nerve-fibres in corneal confocal microscopy images.. 13. 2010
- Motion artifact correction of multi-photon imaging of awake mice models using speed embedded HMM.. 13. 2010
- Online 4-D CT estimation for patient-specific respiratory motion based on real-time breathing signals.. 13. 2010
- Nonparametric Mixture Models for Supervised Image Parcellation.. 12. 2009
- Asymmetric image-template registration.. 12. 2009
- Cell segmentation using front vector flow guided active contours.. 12. 2009
- Supervised nonparametric image parcellation.. 12. 2009
- Task-optimal registration cost functions.. 12. 2009
- Prediction of Successful Memory Encoding from fMRI Data.. 2008. 2008
- A novel method for cortical sulcal fundi extraction.. 11. 2008
- Analysis of surfaces using constrained regression models.. 11. 2008
- Discovering modes of an image population through mixture modeling.. 11. 2008
- Spherical demons: fast surface registration.. 11. 2008
- Effects of registration regularization and atlas sharpness on segmentation accuracy.. 10. 2007
- Nonlinear registration of diffusion MR images based on fiber bundles.. 10. 2007
- Towards subject-specific models of the dynamic heart for image-guided mitral valve surgery.. 10. 2007
- Automatic detection and segmentation of ground glass opacity nodules.. 9. 2006
- Design and validation of an image-guided robot for small animal research.. 9. 2006
- 76-space analysis of grey matter diffusivity: methods and applications.. 8. 2005
- Robotic assisted radio-frequency ablation of liver tumors--randomized patient study.. 8. 2005
- Towards automated cellular image segmentation for RNAi genome-wide screening.. 8. 2005