CLIPS expert system for clinical flow cytometry data analysis.

机译：CLIps专家系统用于临床流式细胞仪数据分析。

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An expert system is being developed using CLIPS to assist clinicians in the analysis of multivariate flow cytometry data from cancer patients. Cluster analysis is used to find subpopulations representing various cell types in multiple datasets each consisting of four to five measurements on each of 5000 cells. CLIPS facts are derived from results of the clustering. CLIPS rules are based on the expertise of Drs. Stewart, Duque, and Braylan. The rules incorporate certainty factors based on case histories.

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Salzman, G. C.; Duque, R. E.; Braylan, R. C.; Stewart, C. C.;
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年度 1990
页码 1-10
总页数 10
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Cytological Techniques; Antibodies; Data Analysis; Expert Systems; Fluid Flow; Leukemia; Meetings; Flow cytometry; EDB/550300; EDB/990200; Neoplasms; Cluster analysis;

机译：细胞学技术;抗体;数据分析;专家系统;流体流动;白血病;会议;流式细胞术; EDB / 550300; EDB / 990200;肿瘤;聚类分析;

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1. Analysis of Clinical Flow Cytometric Immunophenotyping Data by Clustering on Statistical Manifolds: Treating Flow Cytometry Data as High-Dimensional Objects [J] . Finn WG, Carter KM, Raich R, Cytometry, Part B. Clinical cytometry: the journal of the International Society for Analytical Cytology . 2009,第1期

机译：通过统计流形上的聚类分析临床流式细胞免疫分型数据：将流式细胞术数据视为高维对象
2. Analysis of Clinical Flow Cytometric Immunophenotyping Data by Clustering on Statistical Manifolds: Treating Flow Cytometry Data as High-Dimensional Objects [J] . Finn WG, Carter KM, Raich R, Cytometry, Part B. Clinical cytometry: the journal of the International Society for Analytical Cytology . 2009,第1期

机译：通过统计流形上的聚类分析临床流式细胞免疫分型数据：将流式细胞术数据视为高维对象
3. A methodology for exploring biomarker – phenotype associations: application to flow cytometry data and systemic sclerosis clinical manifestations [J] . Hongtai Huang, Andrea Fava, Tara Guhr, BMC Bioinformatics . 2015,第1期

机译：探索生物标志物-表型关联的方法：应用于流式细胞仪数据和系统性硬化症的临床表现
4. A Clinical Flow Cytometry Data Analysis Assistant [C] . Salzman G.C., Stewart C.C., Duque R.E., Engineering in Medicine and Biology Society, 1990., Proceedings of the Twelfth Annual International Conference of the IEEE . 1990

机译：临床流式细胞术数据分析助手
5. Machine Learning for Flow Cytometry Data Analysis. [D] . Lee, Gyemin. 2011

机译：流式细胞仪数据分析的机器学习。
6. Statistical and Probabilistic Analysis. New Tools for Analysis and Representation: XS: An Analysis and Synthesis System for Linear Regression Constructed by Integrating a Graphical Statistical System a Relational Database System and an Expert System Shell [O] . R.S. Johannes, C. Hendricks Brown, Lynn E. Onstad 1989

机译：统计和概率分析。分析和表示的新工具：XS：通过集成图形统计系统关系数据库系统和专家系统外壳构建的线性回归分析和综合系统
7. Analysis of clinical flow cytometric immunophenotyping data by clustering on statistical manifolds: Treating flow cytometry data as high-dimensional objects How to cite this article: Finn WG, Carter KM, Raich R, Stoolman LM, Hero AO. Analysis of clinical flow cytometric immunophenotyping data by clustering on statistical manifolds: Treating flow cytometry data as high-dimensional objects. Cytometry Part B 2009; 76B: 1–7. [O] . Finn, William G., Carter, Kevin M., Raich, Raviv, 2009

机译：通过聚类统计流形分析临床流式细胞免疫表型数据：将流式细胞术数据作为高维物体处理如何引用本文：Finn WG，Carter Km，Raich R，stoolman Lm，Hero aO。通过聚类在统计流形上分析临床流式细胞免疫表型分析数据：将流式细胞术数据作为高维物体处理。细胞计数B部分2009; 76B：1-7。
8. Expert systems for flow cytometry data analysis: A preliminary report. [R] . Salzman, G. C., Stewart, C. C., Duque, R. E. 1990

机译：流式细胞仪数据分析专家系统：初步报告。

CLIPS expert system for clinical flow cytometry data analysis.

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