{"product_id":"data-driven-decision-support-system-in-debnath-bhattacharyya-9781032806273","title":"Data-Driven Decision Support System in Intelligent Healthcare","description":"\u003cp\u003eMachine Intelligence with Generative AI is one of the most trending topics with applications in almost all fields of life. In healthcare, it is not only accelerating the development of new products, but also automating the generation of new and synthetic content making it easier to train and improve machine learning models.\u003c\/p\u003e\u003cp\u003eSome of the biggest achievements of Generative AI in healthcare have been drug discovery, personalized care, differentially private synthetic data generation, operational efficiency, and many more. Generative AI models like Generative Adversarial Networks, and Variational Autoencoders are employed to generate synthetic medical images, aiding in data augmentation, facilitating disease diagnosis, and enabling advanced medical imaging research. Additionally, Generative AI techniques are being utilized for creating realistic electronic health records (EHRs) and simulated patient data, supporting privacy-preserving data sharing, and empowering innovative studies for personalized medicine and drug development. NLP models like ClinicalBERT use transformer-based deep learning architecture to understand and represent contextual information in large clinical text datasets, such as electronic health records (EHRs) and medical literature, and can better grasp medical terminologies, domain-specific language, and contextual nuances that are unique to the healthcare field.\u003c\/p\u003e\u003cp\u003eThis volume delves into the realm of Machine Intelligence with Generative AI and explores its impact on the healthcare industry.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Debnath Bhattacharyya,Yu-Chen Hu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032806273\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032806273\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/12\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 262\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.23lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.63d","brand":"Debnath Bhattacharyya","offers":[{"title":"Hardcover","offer_id":48087516315903,"sku":"9781032806273","price":140.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_3f85d307-0048-4915-9cdd-f39bcc707cbd.jpg?v=1769100507","url":"https:\/\/www.whiterainbookhouse.com\/products\/data-driven-decision-support-system-in-debnath-bhattacharyya-9781032806273","provider":"WR Book House","version":"1.0","type":"link"}