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2020 – today
- 2024
[j19]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: 103187 (2024)- [j18]Jing Jiao, Jin Zhou, Xiaokang Li, Menghua Xia, Yi Huang, Lihong Huang, Na Wang, Xiaofan Zhang, Shichong Zhou, Yuanyuan Wang, Yi Guo:
USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis. Medical Image Anal. 96: 103202 (2024) - [j17]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): 2509-2521 (2024) - 2023
- [j16]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: 106672 (2023) - [j15]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): 120450 (2023) - [j14]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: 102862 (2023) - [j13]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: 128-137 (2023) - [i1]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 abs/2306.06982 (2023) - 2022
- [j12]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): 82 (2022) - [j11]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): 3059-3067 (2022) - [j10]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): 4474-4485 (2022) - 2021
- [j9]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): 184 (2021) - [j8]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): 1099-1113 (2021) - [j7]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: 114218 (2021) - [j6]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: 108139 (2021) - [j5]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: 1-8 (2021) - 2020
- [j4]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): 1266-1279 (2020) - [c5]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: 1106-1110
2010 – 2019
- 2019
- [j3]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): 1510-1515 (2019) - [c4]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: 933-936 - [c3]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: 6196-6199 - 2016
- [j2]Jun Shi, Shichong Zhou, Xiao Liu, Qi Zhang, Minhua Lu, Tianfu Wang:
Stacked deep polynomial network based representation learning for tumor classification with small ultrasound image dataset. Neurocomputing 194: 87-94 (2016) - 2014
- [c2]Xiao Liu, Jun Shi, Shichong Zhou, Minhua Lu:
An iterated Laplacian based semi-supervised dimensionality reduction for classification of breast cancer on ultrasound images. EMBC 2014: 4679-4682 - 2013
- [j1]Shichong Zhou, Jun Shi, Jie Zhu, Yin Cai, Ruiling Wang:
Shearlet-based texture feature extraction for classification of breast tumor in ultrasound image. Biomed. Signal Process. Control. 8(6): 688-696 (2013) - 2010
- [c1]Jun Shi, Zhiheng Xiao, Shichong Zhou:
Automatic segmentation of breast tumor in ultrasound image with simplified PCNN and improved fuzzy mutual information. VCIP 2010: 77441P
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