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• W2132991300 abstract "Genomics and proteomics microarray technologies are used for analysing molecular and cellular expressions of cancer. This creates a challenge for analysis and interpretation of the data generated as it is produced in large volumes. The current review describes a combined system for genetic, molecular interpretation and analysis of genomics and proteomics technologies that offers a wide range of interpreted results. Artificial neural network systems technology has the type of programmes to best deal with these large volumes of analytical data. The artificial system to be recommended here is to be determined from the analysis and selection of the best of different available technologies currently being used or reviewed for microarray data analysis. The system proposed here is a tree structure, a new hierarchical clustering algorithm called a dynamically growing self-organizing tree (DGSOT) algorithm, which overcomes drawbacks of traditional hierarchical clustering algorithms. The DGSOT algorithm combines horizontal and vertical growth to construct a mutlifurcating hierarchical tree from top to bottom to cluster the data. They are designed to combine the strengths of Neural Networks (NN), which have speed and robustness to noise, and hierarchical clustering tree structure which are minimum prior requirement for number of clusters specification and training in order to output results of interpretable biological context. The combined system will generate an output of biological interpretation of expression profiles associated with diagnosis of disease (including early detection, molecular classification and staging), metastasis (spread of the disease to non-adjacent organs and/or tissues), prognosis (predicting clinical outcome) and response to treatment; it also gives possible therapeutic options ranking them according to their benefits for the patient. Key words : Genomics, proteomics, microarray, dynamically growing self-organizing tree (DGSOT)." @default.
• W2132991300 created "2016-06-24" @default.
• W2132991300 creator A5055650139 @default.
• W2132991300 creator A5061869796 @default.
• W2132991300 date "2012-10-25" @default.
• W2132991300 modified "2023-09-26" @default.
• W2132991300 title "Genomic and proteomic analysis with dynamically growing self organising tree (DGSOT) for measuring clinical outcomes of cancer" @default.
• W2132991300 cites W1486817521 @default.
• W2132991300 cites W1502713942 @default.
• W2132991300 cites W1524807630 @default.
• W2132991300 cites W1639582946 @default.
• W2132991300 cites W1647597862 @default.
• W2132991300 cites W1651215666 @default.
• W2132991300 cites W1809213319 @default.
• W2132991300 cites W1967053372 @default.
• W2132991300 cites W1967252809 @default.
• W2132991300 cites W1968945681 @default.
• W2132991300 cites W1974830441 @default.
• W2132991300 cites W1976208596 @default.
• W2132991300 cites W1979162495 @default.
• W2132991300 cites W1980570931 @default.
• W2132991300 cites W1982186905 @default.
• W2132991300 cites W1985682117 @default.
• W2132991300 cites W1988743517 @default.
• W2132991300 cites W1989297334 @default.
• W2132991300 cites W1990517717 @default.
• W2132991300 cites W1991233761 @default.
• W2132991300 cites W1991509879 @default.
• W2132991300 cites W1991694882 @default.
• W2132991300 cites W1992271736 @default.
• W2132991300 cites W1992443647 @default.
• W2132991300 cites W1994791278 @default.
• W2132991300 cites W1998251495 @default.
• W2132991300 cites W1998684744 @default.
• W2132991300 cites W1998947396 @default.
• W2132991300 cites W1999475925 @default.
• W2132991300 cites W1999577806 @default.
• W2132991300 cites W2000393684 @default.
• W2132991300 cites W2004033858 @default.
• W2132991300 cites W2005852032 @default.
• W2132991300 cites W2007947633 @default.
• W2132991300 cites W2010150441 @default.
• W2132991300 cites W2011912935 @default.
• W2132991300 cites W2011931137 @default.
• W2132991300 cites W2016513155 @default.
• W2132991300 cites W2018009948 @default.
• W2132991300 cites W2018843280 @default.
• W2132991300 cites W2021606973 @default.
• W2132991300 cites W2026561886 @default.
• W2132991300 cites W2030165415 @default.
• W2132991300 cites W2034269086 @default.
• W2132991300 cites W2034313449 @default.
• W2132991300 cites W2035700643 @default.
• W2132991300 cites W2036902495 @default.
• W2132991300 cites W2036903205 @default.
• W2132991300 cites W2039488033 @default.
• W2132991300 cites W2040276985 @default.
• W2132991300 cites W2040613244 @default.
• W2132991300 cites W2040711070 @default.
• W2132991300 cites W2042629507 @default.
• W2132991300 cites W2044532561 @default.
• W2132991300 cites W2046427987 @default.
• W2132991300 cites W2052088499 @default.
• W2132991300 cites W2052188398 @default.
• W2132991300 cites W2056420146 @default.
• W2132991300 cites W2057718177 @default.
• W2132991300 cites W2058446582 @default.
• W2132991300 cites W2059939467 @default.
• W2132991300 cites W2060449515 @default.
• W2132991300 cites W2063450941 @default.
• W2132991300 cites W2063728375 @default.
• W2132991300 cites W2064208261 @default.
• W2132991300 cites W2067995336 @default.
• W2132991300 cites W2073292063 @default.
• W2132991300 cites W2076074498 @default.
• W2132991300 cites W2080061296 @default.
• W2132991300 cites W2087810003 @default.
• W2132991300 cites W2088034167 @default.
• W2132991300 cites W2088851040 @default.
• W2132991300 cites W2092868756 @default.
• W2132991300 cites W2094448442 @default.
• W2132991300 cites W2094613397 @default.
• W2132991300 cites W2097255042 @default.
• W2132991300 cites W2097383747 @default.
• W2132991300 cites W2098191315 @default.
• W2132991300 cites W2109363337 @default.
• W2132991300 cites W2109970232 @default.
• W2132991300 cites W2110502951 @default.
• W2132991300 cites W2112668677 @default.
• W2132991300 cites W2117760677 @default.
• W2132991300 cites W2117780973 @default.
• W2132991300 cites W2118577784 @default.
• W2132991300 cites W2118994605 @default.
• W2132991300 cites W2120018526 @default.
• W2132991300 cites W2120483508 @default.
• W2132991300 cites W2122128696 @default.
• W2132991300 cites W2122832739 @default.
• W2132991300 cites W2124045874 @default.

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