{"product_id":"microarray-image-analysis-karl-fraser-9781420091533","title":"Microarray Image Analysis: An Algorithmic Approach","description":"\u003cp\u003eTo harness the high-throughput potential of DNA microarray technology, it is crucial that the analysis stages of the process are decoupled from the requirements of operator assistance. \u003cstrong\u003eMicroarray Image Analysis\u003c\/strong\u003e\u003cstrong\u003e: An Algorithmic Approach\u003c\/strong\u003e presents an automatic system for microarray image processing to make this decoupling a reality. The proposed system integrates and extends traditional analytical-based methods and custom-designed novel algorithms.\u003c\/p\u003e\u003cp\u003eThe book first explores a new technique that takes advantage of a multiview approach to image analysis and addresses the challenges of applying powerful traditional techniques, such as clustering, to full-scale microarray experiments. It then presents an effective feature identification approach, an innovative technique that renders highly detailed surface models, a new approach to subgrid detection, a novel technique for the background removal process, and a useful technique for removing \"noise.\" The authors also develop an expectation-maximization (EM) algorithm for modeling gene regulatory networks from gene expression time series data. The final chapter describes the overall benefits of these techniques in the biological and computer sciences and reviews future research topics.\u003c\/p\u003e\u003cp\u003eThis book systematically brings together the fields of image processing, data analysis, and molecular biology to advance the state of the art in this important area. Although the text focuses on improving the processes involved in the analysis of microarray image data, the methods discussed can be applied to a broad range of medical and computer vision analysis areas. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Karl Fraser,Zidong Wang,Xiaohui Liu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1420091530\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781420091533\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/01\/2010\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 336\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eScitech Book News\u003c\/i\u003e 06\/01\/2010 pg. 63","brand":"Karl Fraser","offers":[{"title":"Hardcover","offer_id":48113501634815,"sku":"9781420091533","price":270.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_2d4f777e-13e2-48be-b09e-d88abdb6a0b9.jpg?v=1769615444","url":"https:\/\/www.whiterainbookhouse.com\/products\/microarray-image-analysis-karl-fraser-9781420091533","provider":"WR Book House","version":"1.0","type":"link"}