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Newsletter articlesFull Text
INTERNATIONAL PATENT: CAI, KEJIA, CAI, ZIMENG, LIU, ZAIYI FILES APPLICATION FOR "SYSTEM AND METHODS FOR MAGNETIC RESONANCE IMAGING FOR NON-INVASIVE MAPPING OF BROWN ADIPOSE TISSUE ACTIVITY"
Publisher:Washington, D.C: HT Digital Streams Limited
Journal title:US Fed News Service, Including US State News, 2025
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ArticlesPeer ReviewedFull Text
Annotation-efficient deep learning for automatic medical image segmentation
Author / Creator:Wang, Shanshan ; Li, Cheng ; Wang, Rongpin ; Liu, Zaiyi ; Wang, Meiyun ; Tan, Hongna ; Wu, Yaping ; Liu, Xinfeng ; Sun, Hui ; Yang, Rui ; Liu, Xin ; Chen, Jie ; Zhou, Huihui ; Ben Ayed, Ismail ; Zheng, Hairong
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2021-10, Vol.12 (1), p.5915-5915, Article 5915
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ArticlesPeer ReviewedFull Text
MNMST: topology of cell networks leverages identification of spatial domains from spatial transcriptomics data
Author / Creator:Wang, Yu ; Liu, Zaiyi ; Ma, Xiaoke
Publisher:England: BioMed Central Ltd
Journal title:Genome Biology, 2024-05, Vol.25 (1), p.133-133, Article 133
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ArticlesPeer ReviewedFull Text
Effects of contrast-enhancement, reconstruction slice thickness and convolution kernel on the diagnostic performance of radiomics signature in solitary pulmonary nodule
Author / Creator:He, Lan ; Huang, Yanqi ; Ma, Zelan ; Liang, Cuishan ; Liang, Changhong ; Liu, Zaiyi
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2016-10, Vol.6 (1), p.34921-34921, Article 34921
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ArticlesPeer ReviewedFull Text
Radiomics nomogram outperforms size criteria in discriminating lymph node metastasis in resectable esophageal squamous cell carcinoma
Author / Creator:Tan, Xianzheng ; Ma, Zelan ; Yan, Lifen ; Ye, Weitao ; Liu, Zaiyi ; Liang, Changhong
Publisher:Heidelberg: Springer Nature B.V
Journal title:European radiology, 2019-01, Vol.29 (1), p.392-400
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ArticlesPeer ReviewedFull Text
CT-based radiomics signature: a potential biomarker for preoperative prediction of early recurrence in hepatocellular carcinoma
Author / Creator:Zhou, Ying ; He, Lan ; Huang, Yanqi ; Chen, Shuting ; Wu, Penqi ; Ye, Weitao ; Liu, Zaiyi ; Liang, Changhong
Publisher:New York: Springer US
Journal title:Abdominal imaging, 2017-06, Vol.42 (6), p.1695-1704
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ArticlesPeer ReviewedFull Text
MuCST: restoring and integrating heterogeneous morphology images and spatial transcriptomics data with contrastive learning
Author / Creator:Wang, Yu ; Liu, Zaiyi ; Ma, Xiaoke
Publisher:England: BioMed Central Ltd
Journal title:Genome medicine, 2025-03, Vol.17 (1), p.21-22, Article 21
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ArticlesPeer ReviewedFull Text
Multiple network algorithm for epigenetic modules via the integration of genome-wide DNA methylation and gene expression data
Author / Creator:Ma, Xiaoke ; Liu, Zaiyi ; Zhang, Zhongyuan ; Huang, Xiaotai ; Tang, Wanxin
Publisher:England: BioMed Central Ltd
Journal title:BMC bioinformatics, 2017-01, Vol.18 (1), p.72-72, Article 72
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ArticlesPeer ReviewedFull Text
Development of a machine learning-based radiomics signature for estimating breast cancer TME phenotypes and predicting anti-PD-1/PD-L1 immunotherapy response
Author / Creator:Han, Xiaorui ; Guo, Yuan ; Ye, Huifen ; Chen, Zhihong ; Hu, Qingru ; Wei, Xinhua ; Liu, Zaiyi ; Liang, Changhong
Publisher:England: BioMed Central Ltd
Journal title:Breast cancer research : BCR, 2024-01, Vol.26 (1), p.18-14, Article 18
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ArticlesPeer ReviewedFull Text
Prediction of platinum resistance for advanced high-grade serous ovarian carcinoma using MRI-based radiomics nomogram
Author / Creator:Li, Haiming ; Cai, Songqi ; Deng, Lin ; Xiao, Zebin ; Guo, Qinhao ; Qiang, Jinwei ; Gong, Jing ; Gu, Yajia ; Liu, Zaiyi
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European radiology, 2023-08, Vol.33 (8), p.5298-5308
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Newsletter articlesFull Text
Liu Zaiyi Files Chinese Patent Application for Nuclear Magnetic Resonance Imaging Method and System
Publisher:New Delhi: Pedia Content Solutions Pvt. Ltd
Journal title:Global IP News. Medical Patent News, 2014
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ArticlesPeer ReviewedFull Text
MRI characteristics of breast edema for assessing axillary lymph node burden in early-stage breast cancer: a retrospective bicentric study
Author / Creator:Xu, Zeyan ; Ding, Yingying ; Zhao, Ke ; Han, Chu ; Shi, Zhenwei ; Cui, Yanfen ; Liu, Chunling ; Lin, Huan ; Pan, Xipeng ; Li, Pinxiong ; Chen, Minglei ; Wang, Huihui ; Deng, Xiaohui ; Liang, Changhong ; Xie, Yu ; Liu, Zaiyi
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European radiology, 2022-12, Vol.32 (12), p.8213-8225
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ArticlesPeer ReviewedFull Text
An integrated deep learning model for the prediction of pathological complete response to neoadjuvant chemotherapy with serial ultrasonography in breast cancer patients: a multicentre, retrospective s...
Author / Creator:Wu, Lei ; Ye, Weitao ; Liu, Yu ; Chen, Dong ; Wang, Yuxiang ; Cui, Yanfen ; Li, Zhenhui ; Li, Pinxiong ; Li, Zhen ; Liu, Zaiyi ; Liu, Min ; Liang, Changhong ; Yang, Xiaotang ; Xie, Yu ; Wang, Ying
Publisher:England: BioMed Central Ltd
Journal title:Breast cancer research : BCR, 2022-11, Vol.24 (1), p.81-81, Article 81
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ArticlesPeer ReviewedFull Text
Development and Validation of a Computed Tomography–Based Radiomics Signature to Predict Response to Neoadjuvant Chemotherapy for Locally Advanced Gastric Cancer
Author / Creator:Wang, Wei ; Peng, Ying ; Feng, Xingyu ; Zhao, Yan ; Seeruttun, Sharvesh Raj ; Zhang, Jun ; Cheng, Zixuan ; Li, Yong ; Liu, Zaiyi ; Zhou, Zhiwei
Publisher:United States: American Medical Association
Journal title:JAMA network open, 2021-08, Vol.4 (8), p.e2121143-e2121143
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ArticlesPeer ReviewedFull Text
Artificial intelligence-based analysis of tumor-infiltrating lymphocyte spatial distribution for colorectal cancer prognosis
Author / Creator:Cai, Ming ; Zhao, Ke ; Wu, Lin ; Huang, Yanqi ; Zhao, Minning ; Hu, Qingru ; Chen, Qicong ; Yao, Su ; Li, Zhenhui ; Fan, Xinjuan ; Liu, Zaiyi
Publisher:Hagerstown, MD: Lippincott Williams & Wilkins
Journal title:Chinese medical journal, 2024-02, Vol.137 (4), p.421-430
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ArticlesPeer ReviewedFull Text
Preoperative serum CA19-9 should be routinely measured in the colorectal patients with preoperative normal serum CEA: a multicenter retrospective cohort study
Author / Creator:Li, Zhenhui ; Zhu, Haibin ; Pang, Xiaolin ; Mao, Yun ; Yi, Xiaoping ; Li, Chunxia ; Lei, Ming ; Cheng, Xianshuo ; Liang, Lei ; Wu, Jiamei ; Ding, Yingying ; Yang, Jun ; Sun, Yingshi ; Zhang, Tao ; You, Dingyun ; Liu, Zaiyi
Publisher:London: BioMed Central Ltd
Journal title:BMC cancer, 2022-09, Vol.22 (1), p.1-962, Article 962
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ArticlesPeer ReviewedFull Text
T2-weighted imaging and diffusion kurtosis imaging (DKI) of rectal cancer: correlation with clinical histopathologic prognostic factors
Author / Creator:Hu, Shan ; Peng, Yang ; Wang, Qiushi ; Liu, Bin ; Kamel, Ihab ; Liu, Zaiyi ; Liang, Changhong
Publisher:New York: Springer US
Journal title:Abdominal imaging, 2022-02, Vol.47 (2), p.517-529
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ArticlesPeer ReviewedFull Text
Artificial intelligence for quantifying immune infiltrates interacting with stroma in colorectal cancer
Author / Creator:Yang, Jing ; Ye, Huifen ; Fan, Xinjuan ; Li, Yajun ; Wu, Xiaomei ; Zhao, Minning ; Hu, Qingru ; Ye, Yunrui ; Wu, Lin ; Li, Zhenhui ; Zhang, Xueli ; Liang, Changhong ; Wang, Yingyi ; Xu, Yao ; Li, Qian ; Yao, Su ; You, Dingyun ; Zhao, Ke ; Liu, Zaiyi
Publisher:England: BioMed Central Ltd
Journal title:Journal of translational medicine, 2022-10, Vol.20 (1), p.451-451, Article 451
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An explainable longitudinal multi-modal fusion model for predicting neoadjuvant therapy response in women with breast cancer
Author / Creator:Gao, Yuan ; Ventura-Diaz, Sofia ; Wang, Xin ; He, Muzhen ; Xu, Zeyan ; Weir, Arlene ; Zhou, Hong-Yu ; Zhang, Tianyu ; van Duijnhoven, Frederieke H. ; Han, Luyi ; Li, Xiaomei ; D’Angelo, Anna ; Longo, Valentina ; Liu, Zaiyi ; Teuwen, Jonas ; Kok, Marleen ; Beets-Tan, Regina ; Horlings, Hugo M. ; Tan, Tao ; Mann, Ritse
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2024-11, Vol.15 (1), p.9613-17, Article 9613
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ArticlesPeer ReviewedFull Text
An artificial intelligence-based ecological index for prognostic evaluation of colorectal cancer
Author / Creator:Chen, Qicong ; Cai, Ming ; Fan, Xinjuan ; Liu, Wenbin ; Fang, Gang ; Yao, Su ; Xu, Yao ; Li, Qian ; Zhao, Yingnan ; Zhao, Ke ; Liu, Zaiyi ; Chen, Zhihua
Publisher:London: BioMed Central Ltd
Journal title:BMC cancer, 2023-08, Vol.23 (1), p.1-763, Article 763
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INTERNATIONAL PATENT: CAI, KEJIA, CAI, ZIMENG, LIU, ZAIYI FILES APPLICATION FOR "SYSTEM AND METHODS FOR MAGNETIC RESONANCE IMAGING FOR NON-INVASIVE MAPPING OF BROWN ADIPOSE TISSUE ACTIVITY"

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Annotation-efficient deep learning for automatic medical image segmentation

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MNMST: topology of cell networks leverages identification of spatial domains from spatial transcriptomics data

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Effects of contrast-enhancement, reconstruction slice thickness and convolution kernel on the diagnostic performance of radiomics signature in solitary pulmonary nodule

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Radiomics nomogram outperforms size criteria in discriminating lymph node metastasis in resectable esophageal squamous cell carcinoma

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CT-based radiomics signature: a potential biomarker for preoperative prediction of early recurrence in hepatocellular carcinoma

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MuCST: restoring and integrating heterogeneous morphology images and spatial transcriptomics data with contrastive learning

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Multiple network algorithm for epigenetic modules via the integration of genome-wide DNA methylation and gene expression data

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Development of a machine learning-based radiomics signature for estimating breast cancer TME phenotypes and predicting anti-PD-1/PD-L1 immunotherapy response

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Prediction of platinum resistance for advanced high-grade serous ovarian carcinoma using MRI-based radiomics nomogram

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Liu Zaiyi Files Chinese Patent Application for Nuclear Magnetic Resonance Imaging Method and System

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MRI characteristics of breast edema for assessing axillary lymph node burden in early-stage breast cancer: a retrospective bicentric study

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An integrated deep learning model for the prediction of pathological complete response to neoadjuvant chemotherapy with serial ultrasonography in breast cancer patients: a multicentre, retrospective s...

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Development and Validation of a Computed Tomography–Based Radiomics Signature to Predict Response to Neoadjuvant Chemotherapy for Locally Advanced Gastric Cancer

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Artificial intelligence-based analysis of tumor-infiltrating lymphocyte spatial distribution for colorectal cancer prognosis

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Preoperative serum CA19-9 should be routinely measured in the colorectal patients with preoperative normal serum CEA: a multicenter retrospective cohort study

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T2-weighted imaging and diffusion kurtosis imaging (DKI) of rectal cancer: correlation with clinical histopathologic prognostic factors

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Artificial intelligence for quantifying immune infiltrates interacting with stroma in colorectal cancer

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An explainable longitudinal multi-modal fusion model for predicting neoadjuvant therapy response in women with breast cancer

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An artificial intelligence-based ecological index for prognostic evaluation of colorectal cancer

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