In this paper, we aim to investigate strong herb-herb interactions in TCM for effective treatment of insomnia.Given that extraction of herb interactions is quite similar to gene epistasis study due to
Objective: Traditional Chinese medicine (TCM) is a scientific discipline, which develops the related theories from the long-term clinical practices.The large-scale clinical data are the core empirical
Partially Observable Markov Decision Process (POMDP) provides a probabilistic model for decision making under uncertainty.Point-based value iteration algorithms are effective approximate algorithms to
Data mining methods and applications have been widely studied in the medical fields.As a distinguished traditional medicine with distinct theoretical framework, Traditional Chinese medicine (TCM) has
The clinical data from the daily clinical process,which keeps to traditional Chinese medicine (TCM)theories and principles, is the core empirical knowledge source for TCM researches.This paper introdu
Objective: The amount of biomedical data in different disciplines is growing at an exponential rate.Integrating these significant knowledge sources to generate novel hypotheses for systems biology res
介绍面向中医临床诊疗实践的临床科研信息一体化平台,该平台在临床术语规范研究的基础上,实现对中医临床病历数据的结构化采集,并通过临床数据的集成管理,实现囊括海量临床数据存储、数据抽取-转换-装载、数据整理、多维分析和数据挖掘等功能的中医临床数据仓库平台.该平台面向中医临床研究的分析需求,建立了面向三大疾病如糖尿病、中风、冠心病,以及名老中医临床经验分析的多维分析系统,并针对多种中医临床问题进行了多种
Most of the existing discretization methods such as k-interval discretization, equal width and equal frequency methods do not take the dependencies of decision attributes on condition attributes into
Rough set based rule generation methods need discretization of the continuous values.However, most existing discretization methods cause inconsistencies.In this paper, we propose an algorithm that can
名老中医临床实际的特点是以门诊为主,所诊治病种较多,多以中医病名或症状性表述来指导诊疗.故应立足于临床实际,从利于研究分析的角度,按照"真实、全面保存,多维动态地分析和挖掘名老中医经验规律"的目的要求,设计广泛适用于各位老中医的临床专业病种数据采集系统.为此,我们根据名老中医临床诊治疾病的流程、常涉及的病种及在病历记录中所用的病历要素等,以多种医学词典为支撑,设计了适合老中医临床诊疗信息采集的软件