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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
内容由AIRR-Community提供。所有播客内容(包括剧集、图形和播客描述)均由 AIRR-Community 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.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 onairr@airr-community.org or on social media under the hashtag #onAIRR. Further information can be found here: https://www.antibodysociety.org/the-airr-community/airr-c-podcast

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Manage episode 330166689 series 3328144
内容由AIRR-Community提供。所有播客内容(包括剧集、图形和播客描述)均由 AIRR-Community 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.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 onairr@airr-community.org 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

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