Causal Data Mining in Bioinformatics

被引：0

作者：

Tsamardinos, Ioannis ^{[1
]}

机构：

[1] ICS FORTH, Iraklion, Greece

来源：

ERCIM NEWS | 2007年 / 69期

关键词：

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

What gene's expression is causing another one to be expressed? Which combination of mutations is causing disease? Knowledge of causal relations is paramount in simulating the digital patient, understanding the mechanisms of disease, designing drugs and treating patients. Recent theoretical and algorithmic advances in the discovery of causal relations from observational data promise to boost our biomedical knowledge.

引用

页码：40 / 41

页数：2

共 50 条

[1] Data mining in bioinformatics
Li, JY
Wong, LS
Yang, Q
[J]. IEEE INTELLIGENT SYSTEMS, 2005, 20 (06) : 16 - 18
[2] Data mining and bioinformatics
Sun, JP
[J]. METMBS'03: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON MATHEMATICS AND ENGINEERING TECHNIQUES IN MEDICINE AND BIOLOGICAL SCIENCES, 2003, : 112 - 118
[3] Data mining applications in bioinformatics
Ramakrishnan, N
Grama, AY
[J]. DATA MINING FOR SCIENTIFIC AND ENGINEERING APPLICATIONS, 2001, 2 : 125 - 139
[4] Data Mining in Bioinformatics and Biomedicine
Chen, Xue-Wen
Arabnia, Hamid R.
[J]. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2010, 14 (01): : 1 - 2
[5] Data mining and Bioinformatics - Preface
Hu, Xiaohua
[J]. INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, 2006, 1 (01) : 1 - 2
[6] Data mining in bioinformatics (BIOKDD)
Zaki, Mohammed J.
Karypis, George
Yang, Jiong
[J]. ALGORITHMS FOR MOLECULAR BIOLOGY, 2007, 2 (1)
[7] Bioinformatics Contributions to Data Mining
Bichindaritz, Isabelle
[J]. ADVANCES IN DATA MINING: APPLICATIONS AND THEORETICAL ASPECTS, 2010, 6171 : 17 - 27
[8] Bioinformatics and data mining in proteomics
Haoudi, Abdelali
Bensmail, Halima
[J]. EXPERT REVIEW OF PROTEOMICS, 2006, 3 (03) : 333 - 343
[9] Data Mining in Translational Bioinformatics
Zhao, Xing-Ming
Gao, Jean X.
Nacher, Jose C.
[J]. BIOMED RESEARCH INTERNATIONAL, 2014, 2014
[10] Data Mining in Bioinformatics (BIOKDD)
Mohammed J Zaki
George Karypis
Jiong Yang
[J]. Algorithms for Molecular Biology, 2

← 1 2 3 4 5 →