Search Results - "Zhang, Yaoyun"

Extracting psychiatric stressors for suicide from social media using deep learning by Du, Jingcheng, Zhang, Yaoyun, Luo, Jianhong, Jia, Yuxi, Wei, Qiang, Tao, Cui, Xu, Hua

“…Suicide has been one of the leading causes of deaths in the United States. One major cause of suicide is psychiatric stressors. The detection of psychiatric…”
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Predicting post-stroke pneumonia using deep neural network approaches by Ge, Yanqiu, Wang, Qinghua, Wang, Li, Wu, Honghu, Peng, Chen, Wang, Jiajing, Xu, Yuan, Xiong, Gang, Zhang, Yaoyun, Yi, Yingping

“…•The deep learning-based predictive model is feasible for stroke patient management.•An AUC of 0.928 was obtained for stroke-associated pneumonia (SAP)…”
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Benefit equity of social health insurance in China and its provinces (2014–2020): implications for universal health coverage by Zhang, Yaoyun, Mills, Anne, Xu, Jin

“…Introduction China has increased fiscal input into social health insurance (SHI) schemes to achieve universal health coverage. Our study aimed to examine the…”
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Fostering temporal crop diversification to reduce pesticide use by Guinet, Maé, Adeux, Guillaume, Cordeau, Stéphane, Courson, Emeric, Nandillon, Romain, Zhang, Yaoyun, Munier-Jolain, Nicolas

“…Temporal crop diversification could reduce pesticide use by increasing the proportion of crops with low pesticide use (dilution effects) or enhancing the…”
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Novel Wearable Pyrothermoelectric Hybrid Generator for Solar Energy Harvesting by Zhang, Yaoyun, Fan, Zeng, Wen, Ningxuan, Yang, Shuaitao, Li, Chengwei, Huang, Hui, Cong, Tianze, Zhang, Hao, Pan, Lujun

“…Recently, wearable energy harvesting systems have been attracting great attention. As thermal energy is abundant in nature, developing wearable energy…”
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Integrating shortest dependency path and sentence sequence into a deep learning framework for relation extraction in clinical text by Li, Zhiheng, Yang, Zhihao, Shen, Chen, Xu, Jun, Zhang, Yaoyun, Xu, Hua

“…Extracting relations between important clinical entities is critical but very challenging for natural language processing (NLP) in the medical domain…”
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Exploring temporal suicidal behavior patterns on social media: Insight from Twitter analytics by Luo, Jianhong, Du, Jingcheng, Tao, Cui, Xu, Hua, Zhang, Yaoyun

“…A valid mechanism for suicide detection and intervention to a wider population online has not yet been fully established. With the increasing suicide rate, we…”
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Exploring the semantics in mental health research by Bian, Jiang, Zhang, Yaoyun, Tao, Cui

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Factors Affecting the Breastfeeding Duration of Infants and Young Children in China: A Cross-Sectional Study by Yang, Ziming, Ding, Yingfang, Song, Shuyao, Zhang, Yaoyun, Li, Aolin, Su, Mintao, Xu, Yajun

“…To investigate the factors affecting the duration of continuous breastfeeding of infants within 2 years of age, and to explore intervention strategies that may…”
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Parsing clinical text using the state-of-the-art deep learning based parsers: a systematic comparison by Zhang, Yaoyun, Tiryaki, Firat, Jiang, Min, Xu, Hua

“…A shareable repository of clinical notes is critical for advancing natural language processing (NLP) research, and therefore a goal of many NLP researchers is…”
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Extraction of BI-RADS findings from breast ultrasound reports in Chinese using deep learning approaches by Miao, Shumei, Xu, Tingyu, Wu, Yonghui, Xie, Hui, Wang, Jingqi, Jing, Shenqi, Zhang, Yaoyun, Zhang, Xiaoliang, Yang, Yinshuang, Zhang, Xin, Shan, Tao, Wang, Li, Xu, Hua, Wang, Shui, Liu, Yun

“…•The first study to extract clinical findings aligned with the Breast Imaging Reporting and Data System (BI-RADS) from Chinese breast ultrasound…”
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Time-sensitive clinical concept embeddings learned from large electronic health records by Xiang, Yang, Xu, Jun, Si, Yuqi, Li, Zhiheng, Rasmy, Laila, Zhou, Yujia, Tiryaki, Firat, Li, Fang, Zhang, Yaoyun, Wu, Yonghui, Jiang, Xiaoqian, Zheng, Wenjin Jim, Zhi, Degui, Tao, Cui, Xu, Hua

“…Learning distributional representation of clinical concepts (e.g., diseases, drugs, and labs) is an important research area of deep learning in the medical…”
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Identifying direct temporal relations between time and events from clinical notes by Lee, Hee-Jin, Zhang, Yaoyun, Jiang, Min, Xu, Jun, Tao, Cui, Xu, Hua

“…Most of the current work on clinical temporal relation identification follows the convention developed in the general domain, aiming to identify a…”
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Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text by Xu, Jun, Li, Zhiheng, Wei, Qiang, Wu, Yonghui, Xiang, Yang, Lee, Hee-Jin, Zhang, Yaoyun, Wu, Stephen, Xu, Hua

“…To detect attributes of medical concepts in clinical text, a traditional method often consists of two steps: named entity recognition of attributes and then…”
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Recognizing software names in biomedical literature using machine learning by Wei, Qiang, Zhang, Yaoyun, Amith, Muhammad, Lin, Rebecca, Lapeyrolerie, Jenay, Tao, Cui, Xu, Hua

“…Software tools now are essential to research and applications in the biomedical domain. However, existing software repositories are mainly built using manual…”
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The International Conference on Intelligent Biology and Medicine 2018: Medical Informatics Thematic Track (MedicalInfo2018) by Zhang, Yaoyun, Tao, Cui, Gong, Yang, Wang, Kai, Zhao, Zhongming

“…In this editorial, we first summarize the 2018 International Conference on Intelligent Biology and Medicine (ICIBM 2018) that was held on June 10-12, 2018 in…”
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Prediction of Lubrication Performances of Vegetable Oils by Genetic Functional Approximation Algorithm by Liu, Jianfang, Zhang, Yaoyun, Yang, Sicheng, Yi, Chenglingzi, Liu, Ting, Zhang, Rongrong, Jia, Dan, Peng, Shuai, Yang, Qing

“…Vegetable oils, which are considered potential lubricants, are composed of different types and proportions of fatty acids. Because of their diverse types and…”
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Evaluation of Antioxidant Properties and Molecular Design of Lubricant Antioxidants Based on QSPR Model by Liu, Jianfang, Zhang, Yaoyun, Yi, Chenglingzi, Zhang, Rongrong, Yang, Sicheng, Liu, Ting, Jia, Dan, Yang, Qing, Peng, Shuai

“…Two quantitative structure–property relationship (QSPR) models of hindered phenolic antioxidants in lubricating oils were established to help guide the…”
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Thermodynamic Analysis of Eplerenone in 13 Pure Solvents at Temperatures from 283.15 to 323.15 K by Liu, Jianfang, Liu, Ting, Zhang, Rongrong, Yang, Sicheng, Zhang, Yaoyun, Yi, Chenglingzi, Peng, Shuai, Yang, Qing

“…The solubility of eplerenone (EP) in 13 pure solvents (acetonitrile, N,N-dimethylformamide (DMF), acetone, 2-butanone, 4-methyl-2-pentanone, ethyl formate,…”
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Mouse β-Defensin 3, A Defensin Inhibitor of Both Its Endogenous and Exogenous Potassium Channels by Zhang, Yaoyun, Zhao, Yonghui, Liu, Hongyue, Yu, Weiwei, Yang, Fan, Li, Wenhua, Cao, Zhijian, Wu, Yingliang

“…The human defensins are recently discovered to inhibit potassium channels, which are classical targets of the animal toxins. Whether other vertebrate defensins…”
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