Cai Chang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Ultrasound Images

Top Venues

BMC Medical Imaging

IEEE J. Biomed. Health Informatics

Expert Syst. Appl.

Publications

Lihong Huang, Jin Zhou, Jing Jiao, Shichong Zhou, Cai Chang, Yuanyuan Wang, Yi Guo
Standardization of ultrasound images across various centers: M2O-DiffGAN bridging the gaps among unpaired multi-domain ultrasound images. Medical Image Anal. 95 (2024)
Jian Wang, Liang Qiao, Shichong Zhou, Jin Zhou, Jun Wang, Juncheng Li, Shihui Ying, Cai Chang, Jun Shi
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers With Partially Annotated Ultrasound Images. IEEE Trans. Medical Imaging 43 (7) (2024)
Na Li, Jia-Wei Li, Yu Qian, Ya-Jing Liu, Xiu-Zhu Qi, Ya-Ling Chen, Yi Gao, Cai Chang
Axillary lymph node metastasis in pure mucinous carcinoma of breast: clinicopathologic and ultrasonographic features. BMC Medical Imaging 24 (1) (2024)
Jianing Xi, Donghui Sun, Cai Chang, Shichong Zhou, Qinghua Huang
An omics-to-omics joint knowledge association subtensor model for radiogenomics cross-modal modules from genomics and ultrasonic images of breast cancers. Comput. Biol. Medicine 155 (2023)
Qinghua Huang, Dan Wang, Zhenkun Lu, Shichong Zhou, Jiawei Li, Longzhong Liu, Cai Chang
A novel image-to-knowledge inference approach for automatically diagnosing tumors. Expert Syst. Appl. 229 (Part A) (2023)
Zhizhou Li, Shichong Zhou, Cai Chang, Yuanyuan Wang, Yi Guo
A weakly supervised deep active contour model for nodule segmentation in thyroid ultrasound images. Pattern Recognit. Lett. 165 (2023)
Zhaoting Shi, Yebo Ma, Xiaowen Ma, An-qi Jin, Jin Zhou, Na Li, Danli Sheng, Cai Chang, Jiangang Chen, Jiawei Li
Differentiation between Phyllodes Tumors and Fibroadenomas through Breast Ultrasound: Deep-Learning Model Outperforms Ultrasound Physicians. Sensors 23 (11) (2023)
Jian Wang, Liang Qiao, Shichong Zhou, Jin Zhou, Jun Wang, Juncheng Li, Shihui Ying, Cai Chang, Jun Shi
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images. CoRR (2023)
Xiaokang Li, Menghua Xia, Jing Jiao, Shichong Zhou, Cai Chang, Yuanyuan Wang, Yi Guo
HAL-IA: A Hybrid Active Learning framework using Interactive Annotation for medical image segmentation. Medical Image Anal. 88 (2023)
Weichang Ding, Jun Wang, Weijun Zhou, Shichong Zhou, Cai Chang, Jun Shi
Joint Localization and Classification of Breast Cancer in B-Mode Ultrasound Imaging via Collaborative Learning With Elastography. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Mengyun Qiao, Chencheng Liu, Zeju Li, Jin Zhou, Qin Xiao, Shichong Zhou, Cai Chang, Yajia Gu, Yi Guo, Yuanyuan Wang
Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Yuyang Tong, Jingwen Zhang, Yi Wei, Jinhua Yu, Weiwei Zhan, Hansheng Xia, Shichong Zhou, Yuanyuan Wang, Cai Chang
Ultrasound-based radiomics analysis for preoperative prediction of central and lateral cervical lymph node metastasis in papillary thyroid carcinoma: a multi-institutional study. BMC Medical Imaging 22 (1) (2022)
Jin Zhou, An-qi Jin, Shichong Zhou, Jia-wei Li, Wen-xiang Zhi, Yun-xia Huang, Qian Zhu, Lang Qian, Jiong Wu, Cai Chang
Application of preoperative ultrasound features combined with clinical factors in predicting HER2-positive subtype (non-luminal) breast cancer. BMC Medical Imaging 21 (1) (2021)
Ruoyun Liu, Shichong Zhou, Yi Guo, Yuanyuan Wang, Cai Chang
U2F-GAN: Weakly Supervised Super-pixel Segmentation in Thyroid Ultrasound Images. Cogn. Comput. 13 (5) (2021)
Menyun Qiao, Zhou Fang, Yi Guo, Shichong Zhou, Cai Chang, Yuanyuan Wang
Breast calcification detection based on multichannel radiofrequency signals via a unified deep learning framework. Expert Syst. Appl. 168 (2021)
Qinghua Huang, Zhaoji Miao, Shichong Zhou, Cai Chang, Xuelong Li
Dense Prediction and Local Fusion of Superpixels: A Framework for Breast Anatomy Segmentation in Ultrasound Image With Scarce Data. IEEE Trans. Instrum. Meas. 70 (2021)
Xiaoyan Fei, Shichong Zhou, Xiangmin Han, Jun Wang, Shihui Ying, Cai Chang, Weijun Zhou, Jun Shi
Doubly supervised parameter transfer classifier for diagnosis of breast cancer with imbalanced ultrasound imaging modalities. Pattern Recognit. 120 (2021)
Xiangmin Han, Jun Wang, Weijun Zhou, Cai Chang, Shihui Ying, Jun Shi
Deep Doubly Supervised Transfer Network for Diagnosis of Breast Cancer with Imbalanced Ultrasound Imaging Modalities. CoRR (2020)
Ruoyun Liu, Shichong Zhou, Yi Guo, Yuanyuan Wang, Cai Chang
Nodule Localization in Thyroid Ultrasound Images with a Joint-Training Convolutional Neural Network. J. Digit. Imaging 33 (5) (2020)
Xiangmin Han, Jun Wang, Weijun Zhou, Cai Chang, Shihui Ying, Jun Shi
Deep Doubly Supervised Transfer Network for Diagnosis of Breast Cancer with Imbalanced Ultrasound Imaging Modalities. MICCAI (6) (2020)
Bangming Gong, Lu Shen, Cai Chang, Shichong Zhou, Weijun Zhou, Shuo Li, Jun Shi
BI-Modal Ultrasound Breast Cancer Diagnosis Via Multi-View Deep Neural Network SVM. ISBI (2020)
Zhou Fang, Mengyun Qiao, Yi Guo, Yuanyuan Wang, Jiawei Li, Shichong Zhou, Cai Chang
Combining a Fully Convolutional Network and an Active Contour Model for Automatic 2D Breast Tumor Segmentation from Ultrasound Images. J. Medical Imaging Health Informatics 9 (7) (2019)
Mengyun Qiao, Yi Guo, Shichong Zhou, Cai Chang, Yuanyuan Wang
Breast Calcifications Detection Based on Radiofrequency Signals by Quantitative Ultrasound Multi-parameter Fusion. EMBC (2019)
Xiaoyan Fei, Weijun Zhou, Lu Shen, Cai Chang, Shichong Zhou, Jun Shi
Ultrasound-Based Diagnosis of Breast Tumor with Parameter Transfer Multilayer Kernel Extreme Learning Machine. EMBC (2019)
Tianjie Li, Yuanyuan Wang, Cai Chang, Na Hu, Yongping Zheng
Color-appearance-model based fusion of gray and pseudo-color images for medical applications. Inf. Fusion 19 (2014)