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- Publications
- Influence
Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans
This paper performs a comprehensive study on the deep-learning-based computer-aided diagnosis (CADx) for the differential diagnosis of benign and malignant nodules/lesions by avoiding the potential… Expand
Reversible watermarking scheme for medical image based on differential evolution
- B. Lei, E. Tan, Siping Chen, Dong Ni, T. Wang, Haijun Lei
- Mathematics, Computer Science
- Expert Syst. Appl.
- 1 June 2014
TLDR
Automatic Localization and Identification of Vertebrae in Spine CT via a Joint Learning Model with Deep Neural Networks
- Hao Chen, Chiyao Shen, +4 authors P. Heng
- Computer Science
- MICCAI
- 5 October 2015
TLDR
Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks
- Hao Chen, Dong Ni, +4 authors P. Heng
- Computer Science, Medicine
- IEEE Journal of Biomedical and Health Informatics
- 21 April 2015
TLDR
Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks
TLDR
Reconstruction of volumetric ultrasound panorama based on improved 3D SIFT
- Dong Ni, Y. Chui, +5 authors P. Heng
- Computer Science, Medicine
- Comput. Medical Imaging Graph.
- 1 October 2009
TLDR
Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound
- X. Yang, Lequan Yu, +6 authors P. Heng
- Computer Science, Medicine
- IEEE Transactions on Medical Imaging
- 2019
TLDR
Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration
- Y. Wang, J. Cheng, +6 authors P. Heng
- Medicine, Computer Science
- IEEE Transactions on Medical Imaging
- 1 February 2016
TLDR
Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multiscale Convolutional Network and Graph Partitioning
- Youyi Song, Ling Zhang, Siping Chen, Dong Ni, B. Lei, T. Wang
- Computer Science, Medicine
- IEEE Transactions on Biomedical Engineering
- 7 May 2015
TLDR
Downregulation of FOXO3a Promotes Tumor Metastasis and Is Associated with Metastasis-Free Survival of Patients with Clear Cell Renal Cell Carcinoma
Purpose: To explore the mechanisms underlying clear-cell renal cell carcinoma (ccRCC) metastasis using transcriptional profiling and bioinformatics analysis of ccRCC samples, and to elucidate the… Expand