{"product_id":"image-analysis-for-segmentation-and-classification-of-blood-cells-from-images-of-peripheral-blood-smears","title":"Image Analysis for Segmentation and Classification of Blood Cells from Images of Peripheral Blood Smears","description":"\u003cp\u003ePeripheral blood smear (PBS) analysis is a critical diagnostic tool for diseases including malaria, leukemia, and cancer. This monograph addresses the key challenges associated with image analysis of PBS images and highlights innovative systems that automate the identification of specific pathologies.\u003c\/p\u003e\u003cp\u003eIt reviews state-of-the-art algorithms for segmentation, color representation and normalization, image enhancement and restoration, and volume visualization, as well as relevant AI and machine learning techniques. The book also explains automated systems and workflows developed to address specific disease classes, supported by detailed case studies.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e\u003c\/strong\u003e \u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features:\u003c\/strong\u003e \u003c\/p\u003e\u003col\u003e\n\u003cli\u003eCovers fundamental and advanced aspects of image analysis in the hematological field\u003c\/li\u003e\n\u003cli\u003eFocuses on blood cell segmentation and classification, along with practical guidelines for implementation\u003c\/li\u003e\n\u003cli\u003eExplores current challenges in integrating these technologies into real-world clinical settings\u003c\/li\u003e\n\u003cli\u003eDiscusses ethical considerations and challenges associated with automation in medical diagnosis\u003c\/li\u003e\n\u003cli\u003eIncludes relevant MATLAB and Python code, along with case studies on the segmentation of erythrocytes (RBCs) and leukocytes (WBCs)\u003c\/li\u003e\n\u003c\/ol\u003e\u003cp\u003eThis book is aimed at graduate students and researchers in bioengineering and image processing, as well as clinicians.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"None","offers":[{"title":"Hardcover","offer_id":46818763276498,"sku":"9781041102151","price":347.95,"currency_code":"CAD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0655\/8980\/5233\/files\/1_9138d6b7-4335-44f0-b0cc-0202b5a1b985.jpg?v=1776713585","url":"https:\/\/www.indigo.ca\/products\/image-analysis-for-segmentation-and-classification-of-blood-cells-from-images-of-peripheral-blood-smears","provider":"Indigo","version":"1.0","type":"link"}