{"product_id":"9780323956741","title":"Less-Supervised Segmentation with CNNs : Scenarios, Models and Optimization (The Miccai Society book Series)","description":"\u003cp\u003eLess-Supervised Segmentation with CNNs: Scenarios, Models and Optimization reviews recent progress in deep learning for image segmentation under scenarios with limited supervision, with a focus on medical imaging. The book presents main approaches and state-of-the-art models and includes a broad array of applications in medical image segmentation, including healthcare, oncology, cardiology and neuroimaging. A key objective is to make this mathematical subject accessible to a broad engineering and computing audience by using a large number of intuitive graphical illustrations. The emphasis is on giving conceptual understanding of the methods to foster easier learning.\u003c\/p\u003e\n\n\u003cp\u003e This book is highly suitable for researchers and graduate students in computer vision, machine learning and medical imaging.\u003c\/p\u003e","brand":"Academic Press Inc","offers":[{"title":"Default Title","offer_id":43041486110795,"sku":"00000_00000_00000_00000","price":4100.13,"currency_code":"THB","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0641\/0023\/7387\/files\/9780323956741-1.jpg?v=1786869205","url":"https:\/\/kinokuniya.co.th\/products\/9780323956741","provider":"Books Kinokuniya Thailand","version":"1.0","type":"link"}