• Home
  • Join the Alliance
    • About Us
    • Our Members
    • Become a Member
    • Join the PA Team
  • Join A Project
    • All Projects
    • Chemical Safety Library
    • DataFAIRy Bioassay Annotation Project
    • Diversity & Inclusion in STEM Leadership Program
    • FAIR Implementation Project
    • IDMP Ontology Project
    • Informed Consent Blockchain Project
    • Microbiome Project
    • Semantic Enrichment of ELN Data
  • Join a Community
    • All Communities
    • Artificial Intelligence & Machine Learning
    • Controlled Substance Compliance
    • Lab of the Future
    • Quantum Computing
    • User Experience for Life Sciences
  • Submit an Idea
  • Events
    • All events
    • Submit an Event
    • Sponsor a Webinar
    • Global Knowledge-Sharing Events
    • Past Webinars
  • News

  • Home
  • Join the Alliance
    • About Us
    • Our Members
    • Become a Member
    • Join the PA Team
  • Join A Project
    • All Projects
    • Chemical Safety Library
    • DataFAIRy Bioassay Annotation Project
    • Diversity & Inclusion in STEM Leadership Program
    • FAIR Implementation Project
    • IDMP Ontology Project
    • Informed Consent Blockchain Project
    • Microbiome Project
    • Semantic Enrichment of ELN Data
  • Join a Community
    • All Communities
    • Artificial Intelligence & Machine Learning
    • Controlled Substance Compliance
    • Lab of the Future
    • Quantum Computing
    • User Experience for Life Sciences
  • Submit an Idea
  • Events
    • All events
    • Submit an Event
    • Sponsor a Webinar
    • Global Knowledge-Sharing Events
    • Past Webinars
  • News
Become a Member
Search

Search...

  • Menu

Webinar: Scaling the Data Mountain with Ontologies, Deep Learning & FAIR

Map Unavailable

Date/Time
Date(s) - 10 Dec 2019
3:00 pm - 4:00 pm

Categories

  • Member Submitted


Time: 3pm GMT | 10am EST | 7am PDT | 00.00 JST (11th December)

 

The explosion of data in the life sciences has led many organisations to review their approaches to good data stewardship and integration. Such concerns have given rise to initiatives such as FAIR (Findable, Accessible, Interoperable, and Reusable) which aim to promote integrity and re-use of data. However, as over 80% of organisational knowledge is stored in textual form (documents, protocols, experimental meta-data and so on) this must also be considered. Such content is notoriously difficult to utilise due to the lack of scientific understanding of the systems in which it is stored.

 

Recent developments in machine/deep learning and natural language processing have opened up exciting new avenues in data integration, relationship identification and smart-search. Algorithms such as BERT, ALBERT and XLNet offer much promise, but domain-specific tuning, development of training and test data and cross-corpus application still provide some challenges.

 

In this webinar we will:

  • Describe SciBite’s semantics driven strategy for deep learning systems,
  • Highlight advances in model tuning and building that allow deep learning based systems to leverage the power of life-science ontologies and the synergies this approach brings,
  • Highlight a number of application areas – including the creation of vocabularies and ontologies and relationship extraction (for instance identifying protein-protein interactions).

 

We believe that the combination of ontologies, deep learning and FAIR data provide an unparalleled technology set that can directly impact challenges in pharma, agri-science and consumer goods. This webinar should interest anyone looking to leverage the latest deep learning techniques to bring clarity to their data.

 

Join us by registering for the webinar. Once registered, you will receive a confirmation email about joining the webinar.

 

Register

Posted on December 10, 2019 by event.submitter
Categories: Member Submitted

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *



Events

07 Jul 2022

Pistoia Alliance Global Knowledge-Sharing: Emerging Science & Technology in Japan Life Sciences

Book this event >
19 Jul 2022

Get to Know the Pistoia Alliance: New Member Orientation

Book this event >
28 Jul 2022

Webinar: Ontologies in Action, Role in Data-Centric Biomedical Projects

Book this event >
03 Aug 2022

AI/ML Webinar: Trustworthy AI

Book this event >
Follow Us
Active Projects
IDMP Ontology Project
Diversity & Inclusion in STEM Leadership Program
Unified Integrated Knowledge Base
Microbiome Project
Data Visualization Project
Methods Hub Project
Informed Consent Blockchain Project
Quality Generation and Ethical Use of Digital Health Data in Clinical Studies
Semantic Enrichment of ELN Data Project (SEED)
FAIR Implementation Project
Sign up for Pistoia Alliance Communications

© Copyright Pistoia Alliance, Inc., 2020 | Contact us at info@pistoiaalliance.org | Terms of use | Privacy Statement

By clicking "Agree" you are agreeing to the following terms and conditions for the use of the UDM XML Schema definition.

This website intends to use cookies to improve the site and provide you with a better browsing experience. If you select "Continue" or continue to browse the site without customizing your choices, you agree to our use of cookies. Find out more in our Online Privacy Statement.

Continue More Info