Zobrazeno 1 - 10
of 167
pro vyhledávání: '"Xiang Sean, Zhou"'
Towards a general computed tomography image segmentation model for anatomical structures and lesions
Autor:
Xi Ouyang, Dongdong Gu, Xuejian Li, Wenqi Zhou, Qianqian Chen, Yiqiang Zhan, Xiang Sean Zhou, Feng Shi, Zhong Xue, Dinggang Shen
Publikováno v:
Communications Engineering, Vol 3, Iss 1, Pp 1-11 (2024)
Abstract Numerous deep-learning models have been developed using task-specific data, but they ignore the inherent connections among different tasks. By jointly learning a wide range of segmentation tasks, we prove that a general medical image segment
Externí odkaz:
https://doaj.org/article/d2f39f87da6b4d7ba9612da9bbc51740
Deep learning empowered volume delineation of whole-body organs-at-risk for accelerated radiotherapy
Autor:
Feng Shi, Weigang Hu, Jiaojiao Wu, Miaofei Han, Jiazhou Wang, Wei Zhang, Qing Zhou, Jingjie Zhou, Ying Wei, Ying Shao, Yanbo Chen, Yue Yu, Xiaohuan Cao, Yiqiang Zhan, Xiang Sean Zhou, Yaozong Gao, Dinggang Shen
Publikováno v:
Nature Communications, Vol 13, Iss 1, Pp 1-13 (2022)
Volume delineation of organs-at risk (OARs) and target tumors is an indispensable process for creating radiotherapy treatment planning. Herein, the authors propose a lightweight deep learning framework to empower the rapid and precise volume delineat
Externí odkaz:
https://doaj.org/article/7b539ad070e747a0a435de4ce3f66f02
Autor:
Jiaojiao Wu, Yuwei Xia, Xuechun Wang, Ying Wei, Aie Liu, Arun Innanje, Meng Zheng, Lei Chen, Jing Shi, Liye Wang, Yiqiang Zhan, Xiang Sean Zhou, Zhong Xue, Feng Shi, Dinggang Shen
Publikováno v:
Frontiers in Radiology, Vol 3 (2023)
IntroductionMedical image analysis is of tremendous importance in serving clinical diagnosis, treatment planning, as well as prognosis assessment. However, the image analysis process usually involves multiple modality-specific software and relies on
Externí odkaz:
https://doaj.org/article/81b4b1fe198d4000915af53cc0fb2886
Autor:
Xiaodan Xing, Lili Jin, Qingfeng Li, Qiong Yang, Hongying Han, Chuanyong Xu, Zhen Wei, Yiqiang Zhan, Xiang Sean Zhou, Zhong Xue, Xu Chu, Ziwen Peng, Feng Shi
Publikováno v:
Brain and Behavior, Vol 10, Iss 2, Pp n/a-n/a (2020)
Abstract Object Obsessive–compulsive disorder (OCD) is a mental disease in which people experience uncontrollable and repetitive thoughts or behaviors. Clinical diagnosis of OCD is achieved by using neuropsychological assessment metrics, which are
Externí odkaz:
https://doaj.org/article/22d06287bf0549399db5e9c46e3c732b
Autor:
Srikrishna Karanam, Jiayu Huo, Terrence Chen, Ziyan Wu, Xi Ouyang, Jie-Zhi Cheng, Xiang Sean Zhou, Qian Wang
Publikováno v:
IEEE Transactions on Medical Imaging. 40:2698-2710
We consider the problem of abnormality localization for clinical applications. While deep learning has driven much recent progress in medical imaging, many clinical challenges are not fully addressed, limiting its broader usage. While recent methods
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3767d92983664f83d9616a9a41a0c959
https://doi.org/10.1109/tmi.2020.3042773
https://doi.org/10.1109/tmi.2020.3042773
Autor:
Xiang Sean Zhou, Qingfeng Li, Zhong Xue, Hao Wei, Xiaodan Xing, Xiangyu Tang, Minqing Zhang, Zailiang Chen, Wenzhen Zhu, Feng Shi
Publikováno v:
Medical Physics. 47:5531-5542
PURPOSE The human brain has two cerebral hemispheres that are roughly symmetric and separated by a midline, which is nearly a straight line shown in axial computed tomography (CT) images in healthy subjects. However, brain diseases such as hematoma a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3fc4bccf7654bc0f890756332f4028bb
https://doi.org/10.1002/mp.14302
https://doi.org/10.1002/mp.14302
Autor:
Jian Yang, Sheng Wang, Qian Wang, Zhuochen Wang, Bin Xiao, Jiayu Huo, Heng Liu, Xiang Sean Zhou, Zhong Xue, Fan Wu, Tingting Huang, Haoxiang Jiang
Publikováno v:
Predictive Intelligence in Medicine ISBN: 9783030876012
PRIME@MICCAI
PRIME@MICCAI
Recognition of Periventricular Leukomalacia (PVL) from Magnetic Resonance Image (MRI) is essential for early diagnosis and intervention of cerebral palsy (CP). However, due to the subtle appearance difference of tissues between damaged and healthy br
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::db0bfd29d56f411205f7427ef6776419
https://doi.org/10.1007/978-3-030-87602-9_12
https://doi.org/10.1007/978-3-030-87602-9_12
Autor:
Xu Chu, Qingfeng Li, Xiaodan Xing, Chuanyong Xu, Qiong Yang, Xiang Sean Zhou, Zhen Wei, Zhong Xue, Ziwen Peng, Lili Jin, Feng Shi, Yiqiang Zhan, Hongying Han
Publikováno v:
Brain and Behavior, Vol 10, Iss 2, Pp n/a-n/a (2020)
Brain and Behavior
Brain and Behavior
Object Obsessive–compulsive disorder (OCD) is a mental disease in which people experience uncontrollable and repetitive thoughts or behaviors. Clinical diagnosis of OCD is achieved by using neuropsychological assessment metrics, which are often sub
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::371d6ae7afcec17739ed572b05ea1c62
https://doi.org/10.1002/brb3.1499
https://doi.org/10.1002/brb3.1499
Autor:
Xin Zheng, Xin Xu, V Chen, Liwei Zheng, S Yuan, Qiang Guo, Longyi Mo, Jinzhi He, Xiang Sean Zhou, Quan Yuan, Xiaoyue Jia, L Jia
Publikováno v:
Journal of Dental Research. 98:107-116
Postmenopausal osteoporosis (PMO) is a risk factor for periodontitis, and current therapeutics against PMO prevent the aggravated alveolar bone loss of periodontitis in estrogen-deficient women. Gut microbiota is recognized as a promising therapeutic
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f97f03a2a76321a1e7bdfcee459559f7
https://doi.org/10.1177/0022034518797275
https://doi.org/10.1177/0022034518797275
Publikováno v:
Medical Imaging: Computer-Aided Diagnosis
Objective and efficient diagnosis of Alzheimer’s disease (AD) has been a major topic with extensive researches in recent years, and some promising results have been shown for imaging markers using magnetic resonance imaging (MRI) data. Beside conve
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::36044797f81c59f6c5ce7837161bd1d6
https://doi.org/10.1117/12.2512645
https://doi.org/10.1117/12.2512645