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The Data Science of Healthcare, Medicine, and Public Health

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Data analytics plays an increasingly pivotal role in how we go about managing our healthcare systems and personal health. This nontechnical course explores a variety of ways to apply data science to medicine and public health. Data scientist Barton Poulson discusses the ways that dramatically increased quantities of data—from genetic testing, genealogy, brain scans, and other sources—are changing the theory and practice of healthcare. As he looks over key data sources, Barton explores the different methods for analyzing this wealth of data, including machine learning and predictive modeling. He also details the extraordinary effect of the COVID-19 pandemic on the ways data is used in healthcare, and details how data science has changed the areas of patient care, self-care, and medical insurance. Barton also looks at some challenges the increased use of data presents, from ethical questions to logistical implementations, and how data science can help identify unanticipated problems.

  • 01.01-healthcare and data science
  • 02.01-data science and covid-19
  • 03.01-shared history of health and data visualization
  • 03.02-measuring health and disease
  • 03.03-researching diseases in populations
  • 03.04-genetic data and healthcare
  • 04.01-diagnosing diseases
  • 04.02-drug (re)discovery
  • 04.03-predicting outcomes
  • 04.04-treatments and roi
  • 05.01-selecting treatments and interventions
  • 05.02-individualized treatment
  • 05.03-robotic surgery
  • 05.04-3d printing and healthcare
  • 05.05-virtual reality in healthcare
  • 05.06-telemedicine
  • 06.01-wearables and health monitoring
  • 06.02-self-serve healthcare
  • 06.03-patient experience
  • 07.01-administrative burden for doctors and staff
  • 07.02-blockchain and medical data
  • 07.03-data science and health insurance
  • 08.01-limitations and barriers
  • 08.02-data ethics in healthcare
  • 08.03-preparing for an unknown future
  • 09.01-next steps and additional resources
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    ایمیل شما:
    تولید کننده:
    مدرس:
    شناسه: 10981
    حجم: 1978 مگابایت
    مدت زمان: 153 دقیقه
    تاریخ انتشار: 10 اردیبهشت 1402
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    139,000 تومان
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