Ausgabe Sonderheft 3/2020
Health Information Processing
Inhalt (20 Artikel)
Hybrid phenotype mining method for investigating off-target protein and underlying side effects of anti-tumor immunotherapy
Yuyu Zheng, Xiangyu Meng, Pierre Zweigenbaum, Lingling Chen, Jingbo Xia
Identifying diagnosis evidence of cardiogenic stroke from Chinese echocardiograph reports
Lu Qin, Xiaowei Xu, Lingling Ding, Zixiao Li, Jiao Li
Healthcare knowledge of relationship between time series electrocardiogram and cigarette smoking using clinical records
Kuo-Kun Tseng, Jiaqian Li, Yih-Jing Tang, Ching Wen Yang, Fang-Ying Lin
A semi-supervised approach for extracting TCM clinical terms based on feature words
Liangliang Liu, Xiaojing Wu, Hui Liu, Xinyu Cao, Haitao Wang, Hongwei Zhou, Qi Xie
Multi-modality self-attention aware deep network for 3D biomedical segmentation
Xibin Jia, Yunfeng Liu, Zhenghan Yang, Dawei Yang
Interpretable clinical prediction via attention-based neural network
Peipei Chen, Wei Dong, Jinliang Wang, Xudong Lu, Uzay Kaymak, Zhengxing Huang
Using predictive process monitoring to assist thrombolytic therapy decision-making for ischemic stroke patients
Haifeng Xu, Jianfei Pang, Xi Yang, Mei Li, Dongsheng Zhao
KGHC: a knowledge graph for hepatocellular carcinoma
Nan Li, Zhihao Yang, Ling Luo, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang
Prediction of blood culture outcome using hybrid neural network model based on electronic health records
Ming Cheng, Xiaolei Zhao, Xianfei Ding, Jianbo Gao, Shufeng Xiong, Yafeng Ren
A multi-omics supervised autoencoder for pan-cancer clinical outcome endpoints prediction
Kaiwen Tan, Weixian Huang, Jinlong Hu, Shoubin Dong
A prognostic index based on a fourteen long non-coding RNA signature to predict the recurrence-free survival for muscle-invasive bladder cancer patients
Xiaolong Zhang, Meng Zhang, Xuanping Zhang, Xiaoyan Zhu, Jiayin Wang
ECCParaCorp: a cross-lingual parallel corpus towards cancer education, dissemination and application
Hetong Ma, Feihong Yang, Jiansong Ren, Ni Li, Min Dai, Xuwen Wang, An Fang, Jiao Li, Qing Qian, Jie He
A machine learning framework for accurately recognizing circular RNAs for clinical decision-supporting
Yidan Wang, Xuanping Zhang, Tao Wang, Jinchun Xing, Zhun Wu, Wei Li, Jiayin Wang
Enhanced character-level deep convolutional neural networks for cardiovascular disease prediction
Zhichang Zhang, Yanlong Qiu, Xiaoli Yang, Minyu Zhang
Supervised-actor-critic reinforcement learning for intelligent mechanical ventilation and sedative dosing in intensive care units
Chao Yu, Guoqi Ren, Yinzhao Dong
Modelling clinical experience data as an evidence for patient-oriented decision support
Junyi Yang, Liang Xiao, Kangning Li
A benchmark dataset and case study for Chinese medical question intent classification
Nan Chen, Xiangdong Su, Tongyang Liu, Qizhi Hao, Ming Wei
A mobile app for Glaucoma diagnosis and its possible clinical applications
Fan Guo, Weiqing Li, Xin Zhao, Junfeng Qiu, Yuxiang Mai
Consumer health information needs in China – a case study of depression based on a Social Q&A community
Wang Zhao, Peixin Lu, Siwei Yu, Long Lu
The psychosis analysis in real-world on a cohort of large-scale patients with schizophrenia
Wenyan Tan, Haicheng Lin, Baoxin Lei, Aihua Ou, Zehui He, Ning Yang, Fujun Jia, Heng Weng, Tianyong Hao