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Breaking boundaries in radiology: redefining AI diagnostics via raw data ahead of reconstruction 期刊论文
Physics in Medicine & Biology, 2024, 卷号: 69, 期号: 7
作者:  He,Bingxi;  Sun,Caixia;  Li,Hailin;  Wang,Yongbo;  She,Yunlang;  Zhao,Mengmeng;  Fang,Mengjie;  Zhu,Yongbei;  Wang,Kun;  Liu,Zhenyu;  Wei,Ziqi;  Mu,Wei;  Wang,Shuo;  Tang,Zhenchao;  Wei,Jingwei;  Shao,Lizhi;  Tong,Lixia;  Huang,Feng;  Tang,Mingze;  Guo,Yu;  Zhang,Huimao;  Dong,Di;  Chen,Chang;  Ma,Jianhua;  Tian,Jie
收藏  |  浏览/下载:29/0  |  提交时间:2024/05/30
deep learning  sinogram  CT scans  lung cancer  raw data  
Tumor Mutation Burden-Related Histopathologic Features for Predicting Overall Survival in Gliomas Using Graph Deep Learning 期刊论文
AMERICAN JOURNAL OF PATHOLOGY, 2023, 卷号: 193, 期号: 12, 页码: 2111-2121
作者:  Sun, Caixia;  Luo, Tao;  Liu, Zhenyu;  Ge, Jia;  Shao, Lizhi;  Liu, Xiangyu;  Li, Bao;  Zhang, Song;  Qiu, Qi;  Wei, Wei;  Wang, Shuo;  Bian, Xiu-Wu;  Tian, Jie
收藏  |  浏览/下载:115/0  |  提交时间:2024/02/22
Improving prognosis and assessing adjuvant chemotherapy benefit in locally advanced rectal cancer with deep learning for MRI: A retrospective, multi-cohort study 期刊论文
RADIOTHERAPY AND ONCOLOGY, 2023, 卷号: 188, 页码: 9
作者:  Zhang, Song;  Cai, Guoxiang;  Xie, Peiyi;  Sun, Caixia;  Li, Bao;  Dai, Weixing;  Liu, Xiangyu;  Qiu, Qi;  Du, Yang;  Li, Zhenhui;  Liu, Zhenyu;  Tian, Jie
收藏  |  浏览/下载:160/0  |  提交时间:2023/11/15
Locally advanced rectal cancer  Magnetic resonance imaging  Prognosis  Adjuvant chemotherapy  Deep learning  
Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer : A multicenter study 期刊论文
BREAST, 2022, 卷号: 66, 页码: 183-190
作者:  Li, Bao;  Li, Fengling;  Liu, Zhenyu;  Xu, FangPing;  Ye, Guolin;  Li, Wei;  Zhang, Yimin;  Zhu, Teng;  Shao, Lizhi;  Chen, Chi;  Sun, Caixia;  Qiu, Bensheng;  Bu, Hong;  Wang, Kun;  Tian, Jie
收藏  |  浏览/下载:275/0  |  提交时间:2022/12/27
Breast cancer  Neoadjuvant chemotherapy  Pathological complete response  Whole-slide image  Deep learning  
The Role of the Deltoidal Surface in the Solution Variation of the P3P Problem 期刊论文
JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2022, 页码: 10
作者:  Wang, Bo;  Zhang, Caixia;  Hu, Zhanyi
收藏  |  浏览/下载:190/0  |  提交时间:2022/02/16
P3P problem  Multi-solution phenomenon  Danger cylinder  
Deep convolutional self-paced clustering 期刊论文
APPLIED INTELLIGENCE, 2021, 页码: 15
作者:  Chen, Rui;  Tang, Yongqiang;  Tian, Lei;  Zhang, Caixia;  Zhang, Wensheng
Adobe PDF(2029Kb)  |  收藏  |  浏览/下载:288/58  |  提交时间:2021/11/02
Deep clustering  Convolutional autoencoder  Local structure preservation  Self-paced learning  
Deep learning radiomics of ultrasonography: Identifying the risk of axillary non-sentinel lymph node involvement in primary breast cancer 期刊论文
EBIOMEDICINE, 2020, 卷号: 60, 页码: 11
作者:  Guo, Xu;  Liu, Zhenyu;  Sun, Caixia;  Zhang, Lei;  Wang, Ying;  Li, Ziyao;  Shi, Jiaxin;  Wu, Tong;  Cui, Hao;  Zhang, Jing;  Tian, Jie;  Tian, Jiawei
收藏  |  浏览/下载:259/0  |  提交时间:2021/01/07
Deep learning radiomics  Ultrasonography  Primary breast cancer  Axillary management  NSLN metastasis in the axilla  
New insights on multi-solution distribution of the P3P problem 期刊论文
IMAGE AND VISION COMPUTING, 2020, 卷号: 103, 页码: 9
作者:  Wang, Bo;  Hu, Hao;  Zhang, Caixia
收藏  |  浏览/下载:188/0  |  提交时间:2021/01/06
P3P problem  Multi-solution phenomenon  Root-solution relation  Toroid  
Geometric Interpretation of the Multi-solution Phenomenon in the P3P Problem 期刊论文
JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2020, 页码: 13
作者:  Wang, Bo;  Hu, Hao;  Zhang, Caixia
收藏  |  浏览/下载:83/0  |  提交时间:2020/08/21
P3P problem  Multiple solutions  Danger cylinder  
Effects of Qijian mixture on type 2 diabetes assessed by metabonomics, gut microbiota and network pharmacology 期刊论文
PHARMACOLOGICAL RESEARCH, 2018, 卷号: 130, 页码: 93-109
作者:  Gao, Kuo;  Yang, Ran;  Zhang, Pan;  Wang, Zhiyong;  Jia, Caixia;  Zhang, Feilong;  Li, Shaojing;  Wang, Jinping;  Murtaza, Ghulam;  Xie, Hua;  Zhao, Huihui;  Wang, Wei;  Chen, Jianxin
收藏  |  浏览/下载:282/0  |  提交时间:2019/12/16
Type 2 diabetes  Mechanism of action  Molecular targets  Metabonomics  Gut microbiota  System pharmacology