Deep Learning Applications in the Biosciences

Presented by Charles Alcorn - Head of Data Science at Roche Molecular Systems Oncology diagnostics and treatment is a rapidly changing field of medicine with new advancements announced almost daily. The number of diagnostic tests to select treatments based on a patient's unique genetic mutation...

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1. Verfasser: Salon, Data (VerfasserIn)
Körperschaft: Safari, an O'Reilly Media Company (MitwirkendeR)
Format: Elektronisch Video
Sprache:English
Veröffentlicht: [Erscheinungsort nicht ermittelbar] Data Science Salon 2019
Ausgabe:1st edition.
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Deep Learning Applications in the Biosciences Salon, Data
1st edition.
[Erscheinungsort nicht ermittelbar] Data Science Salon 2019
1 online resource (1 video file, circa 21 min.)
zweidimensionales bewegtes Bild tdi rdacontent
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Online resource; Title from title screen (viewed September 10, 2019)
Presented by Charles Alcorn - Head of Data Science at Roche Molecular Systems Oncology diagnostics and treatment is a rapidly changing field of medicine with new advancements announced almost daily. The number of diagnostic tests to select treatments based on a patient's unique genetic mutations and tumor pathology characteristics has grown, as have the number of therapies available. These therapies can be matched to a patient's likelihood to respond to treatment based on the results from diagnostic tests. Estimates indicate that Oncologists would have to read the literature continuously around the clock 365 days a year to maintain their knowledge of new diagnostic tests and treatments. Further, diagnostic testing and treatment as well as associated treatment guidelines vary by patient population and country. This talk will describe medical content management concepts for the field of Oncology including data architecture, data curation, adopting to differing-and-ever-changing treatment guidelines, capture of up-to-date regulatory information, and country-specific examples. The roadmap that we are developing to support Clinical Decision Support Software in a Global Marketplace for our products and services will be described.
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Deep Learning Applications in the Biosciences
Electronic videos ; local
title Deep Learning Applications in the Biosciences
title_auth Deep Learning Applications in the Biosciences
title_exact_search Deep Learning Applications in the Biosciences
title_full Deep Learning Applications in the Biosciences Salon, Data
title_fullStr Deep Learning Applications in the Biosciences Salon, Data
title_full_unstemmed Deep Learning Applications in the Biosciences Salon, Data
title_short Deep Learning Applications in the Biosciences
title_sort deep learning applications in the biosciences
topic Electronic videos ; local
topic_facet Electronic videos ; local
url https://learning.oreilly.com/library/view/-/00002WUNDKVXSG/?ar
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