Protein-protein interaction relation extraction based on multigranularity semantic fusion [0.03%]
基于多粒度语义融合的蛋白质-蛋白质相互作用关系抽取
Yijing Li,Yanping Chen,Yongbin Qin et al.
Yijing Li et al.
Extracting semantic relationships about biomedical entities in a sentence is a typical task in biomedical information extraction. Because a sentence usually contains several named entities, it is important to learn global semantics of a sen...
Implementation and evaluation of a multivariate abstraction-based, interval-based dynamic time-warping method as a similarity measure for longitudinal medical records [0.03%]
基于多变量抽象的区间动态时间规整方法在纵向医疗记录相似度测量中的实现与评估
Matan Lion,Yuval Shahar
Matan Lion
Objectives: A common prerequisite for tasks such as classification, prediction, clustering and retrieval of longitudinal medical records is a clinically meaningful similarity measure that considers both [multiple] variabl...
Prediction of anxiety disorders using a feature ensemble based bayesian neural network [0.03%]
基于特征集成的贝叶斯神经网络在焦虑障碍预测中的应用
Hao Xiong,Shlomo Berkovsky,Mia Romano et al.
Hao Xiong et al.
Anxiety disorders are common among youth, posing risks to physical and mental health development. Early screening can help identify such disorders and pave the way for preventative treatment. To this end, the Youth Online Diagnostic Assessm...
A maintenance hemodialysis mortality prediction model based on anomaly detection using longitudinal hemodialysis data [0.03%]
基于异常检测的纵向血液透析数据维持性血液透析死亡率预测模型
Yu Wang,Yilin Zhu,Guofeng Lou et al.
Yu Wang et al.
Background: Most end-stage renal disease patients rely on hemodialysis (HD) to maintain their life, and they face a serious financial burden and high risk of mortality. Due to the current situation of the health care syst...
Predicting potential palliative care beneficiaries for health plans: A generalized machine learning pipeline [0.03%]
健康计划中潜在舒缓护理受益者的预测：一种广义机器学习流程
Hengwei Zhang,Yan Li,William McConnell
Hengwei Zhang
Recognizing that palliative care improves the care quality and reduces the healthcare costs for individuals in their end of life, health plan providers strive to better enroll the appropriate target population for palliative care. Current r...
A novel deep interval type-2 fuzzy LSTM (DIT2FLSTM) model applied to COVID-19 pandemic time-series prediction [0.03%]
一种应用于COVID-19大流行时间序列预测的新深度区间二型模糊LSTM(DIT2FLSTM)模型
Aref Safari,Rahil Hosseini,Mahdi Mazinani
Aref Safari
Currently, the novel COVID-19 coronavirus has been widely spread as a global pandemic. The COVID-19 pandemic has a major influence on human life, healthcare systems, and the economy. There are a large number of methods available for predict...
Attention-based bidirectional long short-term memory networks for extracting temporal relationships from clinical discharge summaries [0.03%]
基于注意力机制的双向长短期记忆网络在临床出院总结中提取时间关系
Ghada Alfattni,Niels Peek,Goran Nenadic
Ghada Alfattni
Temporal relation extraction between health-related events is a widely studied task in clinical Natural Language Processing (NLP). The current state-of-the-art methods mostly rely on engineered features (i.e., rule-based modelling) and sequ...
A process model for quality in use evaluation of clinical decision support systems [0.03%]
临床决策支持系统使用质量评估的过程模型
Leonice Souza-Pereira,Sofia Ouhbi,Nuno Pombo
Leonice Souza-Pereira
Context: Clinical decision support systems (CDSSs) are used to help healthcare professionals in making decisions, offering them a tool for improved medical care practices based on monitoring and management procedures. Alt...
Query bot for retrieving patients' clinical history: A COVID-19 use-case [0.03%]
检索患者临床病史的查询机器人：一个COVID-19用例
Yibo Wang,Amara Tariq,Fiza Khan et al.
Yibo Wang et al.
Objective: With increasing patient complexity whose data are stored in fragmented health information systems, automated and time-efficient ways of gathering important information from the patients' medical history are nee...
Corrigendum to "Letter to Editor: Consistent Reporting of Reusable PhenX CDEs in the NIH Common Data Elements Repository" [J. Biomed. Inf. 120 (2021) 103845] [0.03%]
致编辑的信：“NIH公共数据元素存储库中可重复使用的PhenX CDE的一致报告”[J. Biomed. Inf. 120 (2021) 103845] 的勘误表
Huaqin Helen Pan,Carol Hamilton
Huaqin Helen Pan
Published Erratum
Journal of biomedical informatics. 2021 Nov:123:103886. DOI:10.1016/j.jbi.2021.103886 2021