Brief CV:
R&D VP, United Imaging Intelligence, Shanghai
Research Interests:
Deep learning, machine learning
Intelligent image analysis
Publication:
Xiaohuan Cao, et al. Dual-core Steered Non-rigid Registration for Multi-modal Images via Bi-directional Image Synthesis, Medical Image Analysis, 41(2017): 18-31
Xiaohuan Cao, et al. Region-Adaptive Deformable Registration of CT/MRI Pelvic Images via Learning-Based Image Synthesis, IEEE Transactions on Image Processing, 2018, 27(7): 3500-3512
Xiaohuan Cao, et al. Deformable Image Registration Using Cue-aware Deep Regression Network, IEEE Transactions on Biomedical Engineering, 2018,65(9): 1900-1911 (Cover Page Article)
Xiaohuan Cao, et al. Learning-Based Multimodal Image Registration for Prostate Cancer Radiation Therapy. International Conference on Medical Image Computing and Computer-Assisted Intervention, Springer, Cham, 2016: 1-9.(MICCAI 2016 Young Scientist Award)
Xiaohuan Cao, et al. Deformable Image Registration via Similarity-Steered CNN Regression, International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2017: 300-308. (MICCAI 2017 Student Travel Award)
Xiaohuan Cao, et al. Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity. International Workshop on Machine Learning in Medical Imaging. Springer, Cham, 2018: 55-63
Xiaohuan Cao, et al. Region-adaptive Deformable Registration for MRI/CT Pelvic Images via Bi-directional Image Synthesis. Anaual meeting ISMRM, Hawaii, USA, 22-17 April, 2017.
Xiaohuan Cao, et al. Non-rigid Brain MRI Registration Using Two-stage Deep Perceptive Networks. Joint annual meeting ISMRM-ESMRM, Paris, France 16-21 June, 2018. (Oral)

