{"product_id":"hands-on-healthcare-data-taming-the-complexity-of-real-world-data-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--once you 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 normalizing 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\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/20\/2022\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781098112929\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 242\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.87lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.19h x 7.00w x 0.51d","brand":"Andrew Nguyen","offers":[{"title":"Default Title","offer_id":42353133584565,"sku":"9781098112929","price":76.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_eb3b8632-e42e-479f-b241-142d11156364.jpg?v=1661844075","url":"https:\/\/pastforward.org\/products\/hands-on-healthcare-data-taming-the-complexity-of-real-world-data-9781098112929","provider":"Past Forward","version":"1.0","type":"link"}