{"product_id":"hands-on-healthcare-data-andrew-nguyen-9781098112929","title":"Hands-On Healthcare Data: Taming the Complexity of Real-World Data","description":"\u003cp\u003eHealthcare is the next frontier for data science. Using the latest in machine learning, deep learning, and natural language processing, you'll be able to solve healthcare's most pressing problems: reducing cost of care, ensuring patients get the best treatment, and increasing accessibility for the underserved. But first, you have to learn how to access and make sense of all that data. \u003c\/p\u003e\u003cp\u003e This book provides pragmatic and hands-on solutions for working with healthcare data, from data extraction to cleaning and harmonization to feature engineering. Author Andrew Nguyen covers specific ML and deep learning examples with a focus on producing high-quality data. You'll discover how graph technologies help you connect disparate data sources so you can solve healthcare's most challenging problems using advanced analytics. \u003c\/p\u003e\u003cp\u003e You'll learn: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDifferent types of healthcare data: electronic health records, clinical registries and trials, digital health tools, and claims data \u003c\/li\u003e\n\u003cli\u003eThe challenges of working with healthcare data, especially when trying to aggregate data from multiple sources \u003c\/li\u003e\n\u003cli\u003eCurrent options for extracting structured data from clinical text \u003c\/li\u003e\n\u003cli\u003eHow to make trade-offs when using tools and frameworks for normalizing structured healthcare data \u003c\/li\u003e\n\u003cli\u003eHow to harmonize healthcare data using terminologies, ontologies, and mappings and crosswalks \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Andrew Nguyen\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 109811292X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781098112929\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/20\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 242\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.88lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 6.80w x 0.60d","brand":"Andrew Nguyen","offers":[{"title":"Paperback","offer_id":44067028697343,"sku":"9781098112929","price":89.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_3444c6ff-77ca-46a4-9fa3-a005782fcbb3.jpg?v=1685410760","url":"https:\/\/www.whiterainbookhouse.com\/products\/hands-on-healthcare-data-andrew-nguyen-9781098112929","provider":"WR Book House","version":"1.0","type":"link"}