no code implementations • 23 Oct 2019 • Fei Xu, Yingtao Zhang, Min Xian, H. D. Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
Then we refine the layers by integrating a non-semantic breast anatomy model to solve the problems of incomplete mammary layers.
no code implementations • 14 Sep 2019 • Kuan Huang, Yingtao Zhang, H. D. Cheng, Ping Xing, Boyu Zhang
Due to low cost, portable, no radiation, and high efficiency, breast ultrasound (BUS) imaging is the most popular approach for diagnosing early breast cancer.
no code implementations • 18 Jun 2019 • Fei Xu, Yingtao Zhang, Min Xian, H. D. Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
First, we model breast anatomy and decompose breast ultrasound image into layers using Neutro-Connectedness; then utilize the layers to generate the foreground and background maps; and finally propose a novel objective function to estimate the tumor saliency by integrating the foreground map, background map, adaptive center bias, and region-based correlation cues.
no code implementations • 27 Jun 2018 • Fei Xu, Min Xian, Yingtao Zhang, Kuan Huang, H. D. Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
Automatic tumor segmentation of breast ultrasound (BUS) image is quite challenging due to the complicated anatomic structure of breast and poor image quality.
no code implementations • 9 Jun 2018 • Hongjiao Guan, Yingtao Zhang, H. D. Cheng, Xianglong Tang
BA2 aims to obtain the optimal area under the ROC curve (AUC) by constraining the reject rates of the positive and negative classes respectively.
no code implementations • 13 Feb 2018 • Boyu Zhang, Yingtao Zhang, H. D. Cheng, Min Xian, Shan Gai, Olivia Cheng, Kuan Huang
In this survey paper, we classify the existing methods by their principles and discuss the current research status and point out the future research trend in-depth.
1 code implementation • 9 Jan 2018 • Min Xian, Yingtao Zhang, H. D. Cheng, Fei Xu, Kuan Huang, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
Breast ultrasound (BUS) image segmentation is challenging and critical for BUS Comput-er-Aided Diagnosis (CAD) systems.
no code implementations • 4 Apr 2017 • Min Xian, Yingtao Zhang, H. D. Cheng, Fei Xu, Boyu Zhang, Jianrui Ding
Breast cancer is one of the leading causes of cancer death among women worldwide.
no code implementations • 19 Dec 2015 • Min Xian, Yingtao Zhang, H. D. Cheng, Fei Xu, Jianrui Ding
Interactive image segmentation is a challenging task and receives increasing attention recently; however, two major drawbacks exist in interactive segmentation approaches.
no code implementations • 24 Aug 2015 • Jianrui Ding, Min Xian, H. D. Cheng, Yang Li, Fei Xu, Yingtao Zhang
And the dynamic features are formed by using the information of its neighbor frames in the sequence.