{"product_id":"brain-tumor-mri-image-segmentation-jyotismita-chaki-9780323911719","title":"Brain Tumor MRI Image Segmentation Using Deep Learning Techniques","description":"\u003cp\u003e\u003ci\u003eBrain Tumor MRI Image Segmentation Using Deep Learning Techniques\u003c\/i\u003e offers a description of deep learning approaches used for the segmentation of brain tumors. The book demonstrates core concepts of deep learning algorithms by using diagrams, data tables and examples to illustrate brain tumor segmentation. After introducing basic concepts of deep learning-based brain tumor segmentation, sections cover techniques for modeling, segmentation and properties. A focus is placed on the application of different types of convolutional neural networks, like single path, multi path, fully convolutional network, cascade convolutional neural networks, Long Short-Term Memory - Recurrent Neural Network and Gated Recurrent Units, and more.\u003c\/p\u003e \u003cp\u003eThe book also highlights how the use of deep neural networks can address new questions and protocols, as well as improve upon existing challenges in brain tumor segmentation. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jyotismita Chaki\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0323911714\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780323911719\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/02\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 258\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.00lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.55d","brand":"Jyotismita Chaki","offers":[{"title":"Paperback","offer_id":48064848625919,"sku":"9780323911719","price":180.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_ad0565c8-2888-453a-9fa1-7485773dee92.jpg?v=1768671441","url":"https:\/\/www.whiterainbookhouse.com\/products\/brain-tumor-mri-image-segmentation-jyotismita-chaki-9780323911719","provider":"WR Book House","version":"1.0","type":"link"}