{"product_id":"deep-learning-models-towards-health-informatics-management-foundations-challenges-and-opportunities-9781032392929","title":"Deep Learning Models Towards Health Informatics Management: Foundations, Challenges and Opportunities","description":"\u003cp\u003e • Author(s): T. Ananth Kumar | R. Rajmohan | Niranjanamurthy M\u003cbr\u003e • Publisher: CRC Press\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Computer Engineering\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book provides a comprehensive discussion of deep learning (DL) in medical and healthcare applications, including the fundamentals and current advances in medical image analysis, DL methods for medical image analysis, and DL-based clinical computer-aided diagnosis systems. It further presents algorithms, models, software, and tools in the field of bioinformatics.\u003c\/p\u003e\u003cp\u003eThis book: \u003c\/p\u003e\u003cul\u003e \u003cli\u003ePresents mathematical principles of DL algorithms such as convolutional neural networks and recurrent neural networks\u003c\/li\u003e \u003cli\u003eDiscusses applications of DL such as hyperparameter optimization and multimodal DL for bioinformatics\u003c\/li\u003e \u003cli\u003eShowcases how algorithms are applied to a broad range of application areas, including microscopy and pathology\u003c\/li\u003e \u003cli\u003eCovers DL techniques such as deep feedforward networks, sequence modeling, and convolutional networks\u003c\/li\u003e \u003cli\u003eExamines the importance of deep learning in biomedical image processing and enhancing biological diagnosis\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eIt will serve as an ideal reference text for senior undergraduates, graduate students, and academic researchers in the areas such as electrical engineering, electronics, and communications engineering, computer engineering, and information technology.\u003c\/p\u003e","brand":"CRC Press","offers":[{"title":"Hardcover","offer_id":46860097159319,"sku":"9781032392929","price":12724.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032392929.webp?v=1769953239","url":"https:\/\/atlanticbooks.com\/products\/deep-learning-models-towards-health-informatics-management-foundations-challenges-and-opportunities-9781032392929","provider":"Atlantic Books","version":"1.0","type":"link"}