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A multi-view co-training network for semi-supervised medical image-based prognostic prediction
期刊论文
NEURAL NETWORKS, 2023, 卷号: 164, 页码: 455-463
作者:
Li, Hailin
;
Wang, Siwen
;
Liu, Bo
;
Fang, Mengjie
;
Cao, Runnan
;
He, Bingxi
;
Liu, Shengyuan
;
Hu, Chaoen
;
Dong, Di
;
Wang, Ximing
;
Wang, Hexiang
;
Tian, Jie
收藏
  |  
浏览/下载:156/0
  |  
提交时间:2023/11/17
Deep neural network
Medical image analysis
Prognostic prediction
Semi-supervised learning
Biocompatible Ferrofluid Robot With Photothermal Property for Targeted Tumor Therapy
期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 4, 页码: 11517-11522
作者:
Ji, Yiming
;
Bai, Xue
;
Sun, Hongyan
;
Wang, Luyao
;
Xu, Junjie
;
Gan, Chunyuan
;
Dai, Yuguo
;
Hui, Hui
;
Feng, Lin
收藏
  |  
浏览/下载:153/0
  |  
提交时间:2022/11/14
Soft robot materials and design
soft robot applications
medical robots and systems
Deep learning for predicting immunotherapeutic efficacy in advanced non-small cell lung cancer patients: a retrospective study combining progression-free survival risk and overall survival risk
期刊论文
TRANSLATIONAL LUNG CANCER RESEARCH, 2022, 页码: 23
作者:
He, Bing-Xi
;
Zhong, Yi-Fan
;
Zhu, Yong-Bei
;
Deng, Jia-Jun
;
Fang, Meng-Jie
;
She, Yun-Lang
;
Wang, Ting-Ting
;
Yang, Yang
;
Sun, Xi-Wen
;
Belluomini, Lorenzo
;
Watanabe, Satoshi
;
Dong, Di
;
Tian, Jie
;
Xie, Dong
Adobe PDF(3742Kb)
  |  
收藏
  |  
浏览/下载:348/43
  |  
提交时间:2022/06/10
Tumor biomarkers
immunotherapy
lung neoplasms
programmed cell death 1 receptor (PD-1 receptor)
biostatistics
Deep learning signatures reveal multiscale intratumor heterogeneity associated with biological functions and survival in recurrent nasopharyngeal carcinoma
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2022, 页码: 11
作者:
Zhao, Xun
;
Liang, Yu-Jing
;
Zhang, Xu
;
Wen, Dong-Xiang
;
Fan, Wei
;
Tang, Lin-Quan
;
Dong, Di
;
Tian, Jie
;
Mai, Hai-Qiang
Adobe PDF(1720Kb)
  |  
收藏
  |  
浏览/下载:336/48
  |  
提交时间:2022/06/10
Recurrent nasopharyngeal carcinoma
Survival analysis
Radiomics
Deep learning
Application of Noninvasive Imaging to Combined Immune Checkpoint Inhibitors for Breast Cancer: Facts and Future
期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2022, 页码: 16
作者:
Cheng, Zhongquan
;
Du, Yang
;
Yu, Leyi
;
Yuan, Zhu
;
Tian, Jie
收藏
  |  
浏览/下载:234/0
  |  
提交时间:2022/03/17
Noninvasive imaging
Immune checkpoint inhibitor
Combined immunotherapy
Breast cancer
Medical Term and Status Generation From Chinese Clinical Dialogue With Multi-Granularity Transformer
期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 卷号: 29, 页码: 3362-3374
作者:
Li, Mei
;
Xiang, Lu
;
Kang, Xiaomian
;
Zhao, Yang
;
Zhou, Yu
;
Zong, Chengqing
Adobe PDF(3036Kb)
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收藏
  |  
浏览/下载:292/65
  |  
提交时间:2021/12/28
Medical diagnostic imaging
Transformers
Task analysis
Medical services
Computational modeling
Semantics
Data mining
Medical dialogue
multi-granularity
attention mechanism
natural language understanding
sequence to sequence learning
Deep Learning-Based Prediction of Future Extrahepatic Metastasis and Macrovascular Invasion in Hepatocellular Carcinoma
期刊论文
JOURNAL OF HEPATOCELLULAR CARCINOMA, 2021, 卷号: 8, 页码: 1065-1076
作者:
Fu, Sirui
;
Pan, Meiqing
;
Zhang, Jie
;
Zhang, Hui
;
Tang, Zhenchao
;
Li, Yong
;
Mu, Wei
;
Huang, Jianwen
;
Dong, Di
;
Duan, Chongyang
;
Li, Xiaoqun
;
Wang, Shuo
;
Chen, Xudong
;
He, Xiaofeng
;
Yan, Jianfeng
;
Lu, Ligong
;
Tian, Jie
收藏
  |  
浏览/下载:260/0
  |  
提交时间:2021/11/03
aggressive disease progression
deep learning radiomics
clinical factors
high-risk
risk prediction
A deep learning-based radiomic nomogram for prognosis and treatment decision in advanced nasopharyngeal carcinoma: A multicentre study
期刊论文
EBIOMEDICINE, 2021, 卷号: 70, 页码: 10
作者:
Zhong, Lianzhen
;
Dong, Di
;
Fang, Xueliang
;
Zhang, Fan
;
Zhang, Ning
;
Zhang, Liwen
;
Fang, Mengjie
;
Jiang, Wei
;
Liang, Shaobo
;
Li, Cong
;
Liu, Yujia
;
Zhao, Xun
;
Cao, Runnan
;
Shan, Hong
;
Hu, Zhenhua
;
Ma, Jun
;
Tang, Linglong
;
Tian, Jie
Adobe PDF(3679Kb)
  |  
收藏
  |  
浏览/下载:391/73
  |  
提交时间:2021/11/03
Multi-task deep learning
Radiomic nomogram
Survival analysis
Treatment decision
Advanced nasopharyngeal carcinoma
Pay attention to doctor & ndash;patient dialogues: Multi-modal knowledge graph attention image-text embedding for COVID-19 diagnosis
期刊论文
INFORMATION FUSION, 2021, 卷号: 75, 页码: 168-185
作者:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Zhang, Zhi-Cheng
;
Zhang, Jun Jason
;
Hu, Ming
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:269/0
  |  
提交时间:2021/11/02
COVID-19 diagnose
Knowledge attention mechanism
Knowledge-based representation learning
Knowledge embedding
A novel framework of collaborative early warning for COVID-19 based on blockchain and smart contracts
期刊论文
INFORMATION SCIENCES, 2021, 卷号: 570, 页码: 124-143
作者:
Ouyang, Liwei
;
Yuan, Yong
;
Cao, Yumeng
;
Wang, Fei-Yue
Adobe PDF(1322Kb)
  |  
收藏
  |  
浏览/下载:314/69
  |  
提交时间:2021/08/15
Blockchain
Smart contracts
Federated learning
Learning markets
Collaborative early warning