An Ecosystem for a Digital Lab - Aspects and Possibilities

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What is the future lab going to be, what are the visions for a smart lab a digital lab?

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Sequence Analysis is still sexy:Dual Descriptor Method for Biological Sequence Analysis

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The emergence of “Systems Biology” in recent years highlights the systematic viewpoint of bio-system modeling. Building on such a background, Dual Descriptor Method, a generic methodology for biological sequence analysis is proposed. From a systematic perspective, Dual Descriptor is defined as a two element set of Composition Weight Map and Position Weight Function which aim at reflecting the composition and permutation information of a sequence. An alternate training algorithm is provided to get an optimum description of the building patterns of the sequences. In this paper , dual descriptor method has been applied to the analysis of two typical problems of molecular biology: gene identification and the prediction of protein function. Satisfactory and insightful results are achieved. Owing to the generality of this methodology, dual descriptor method has wide application perspective for many problems of pattern recognition, especially those involved in “Systems Biology”. Be a part of
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List of Cheminformatics Companies & Institutions

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Accelrys ACD/Labs (Advanced Chemistry Development, Inc.) Afferent Systems Inc. Agilent Technologies Aureus Pharma Barnard Chemical Information Ltd. (John Barnard and Geoff Downs) SEE: digital chemistry Bio-Rad Laboratories BioReason BioSolveIT BlueObelisk.org Bruker Daltonics Inc. Cambridge Crystallographic Data Centre CambridgeSoft Corporation CARB Center for Advanced Research in Biotechnology (NIST/University of Maryland) Cengent Therapeutics (Genes to Leads). Acquired by Inncardio, Inc. Center for Molecular Modeling (NIH) Centre for Molecular and Biomolecular Informatics CMBI (formerly: CAOS/CAMM: Dutch National Center for Computer-Assisted Chemistry and Molecular Modelling) Cerep ChemAxon ChemDiv, Inc. (Chemical Diversity) Chemical Abstracts Service Chemical Computing Group, Inc. Chemical Simulations Group ChemInnovation Software ChemNavigator ChemSW (Chemistry Software for Windows, formerly: WindowChem) Chenomx Inc. CIS Chemical Information System CombiChem.net CompuChem C
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