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On AIRR 5: Machine learning and AIRR or Looking for the needle in a needle stack with Dr. Lindsay Cowell and Dr. Victor Greiff

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Manage episode 330166689 series 3328144
Content provided by AIRR-Community. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by AIRR-Community or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Today we discuss machine learning with Dr. Lindsay Cowell and Dr. Victor Greiff. Machine learning is about pattern recognition and in AIRR-seq the patterns link to diseases and antigen binding. AIRR is nearly a perfect machine learning problem because the underlying patterns are unclear and complex - it is essentially looking for the needle in a needle stack.

Dr. Cowell is from the Biomedical Informatics Division in the Department of Clinical Sciences, UT Southwestern, USA and Dr. Greiff heads the Laboratory for Computational and Systems Immunology at the Department of Immunology of University of Oslo, Norway.

The episode is hosted by Dr. Ulrik Stervbo and Dr. Zhaoqing Ding.

Comments are welcome to the inbox of [email protected] or on social media under the hashtag #onAIRR. Further information can be found here: https://www.antibodysociety.org/the-airr-community/airr-c-podcast

  continue reading

17 episodes

Artwork
iconShare
 
Manage episode 330166689 series 3328144
Content provided by AIRR-Community. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by AIRR-Community or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Today we discuss machine learning with Dr. Lindsay Cowell and Dr. Victor Greiff. Machine learning is about pattern recognition and in AIRR-seq the patterns link to diseases and antigen binding. AIRR is nearly a perfect machine learning problem because the underlying patterns are unclear and complex - it is essentially looking for the needle in a needle stack.

Dr. Cowell is from the Biomedical Informatics Division in the Department of Clinical Sciences, UT Southwestern, USA and Dr. Greiff heads the Laboratory for Computational and Systems Immunology at the Department of Immunology of University of Oslo, Norway.

The episode is hosted by Dr. Ulrik Stervbo and Dr. Zhaoqing Ding.

Comments are welcome to the inbox of [email protected] or on social media under the hashtag #onAIRR. Further information can be found here: https://www.antibodysociety.org/the-airr-community/airr-c-podcast

  continue reading

17 episodes

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