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OnAIRR - Immune receptors in the clinic

OnAIRR - Immune receptors in the clinic

Science:Life Sciences

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

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

2022-05-30
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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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More Episodes

OnAIRR 10: Characterising B Cell Lymphomas or Profiting from a Focus on B Cells in Health and in Disease with Dr. Ralf Küppers
2022-12-29 92
OnAIRR 9: The ImmunoMind or wielding an AI for repertoire insights with Vadim Nazarov
2022-11-29 108
OnAIRR 8: Engineering B cells or Giving the immune System an Optimal Starting Point with Dr. Adi Barzel
2022-10-06 89
OnAIRR 7: Quality Controls in AIRR-Seq Assays or Handling the Catastrophe with Dr. Encarnita Mariotti-Ferrandiz
2022-09-02 78
OnAIRR 6: Data Sharing or Finding Glory, Fame and a Big Pile of Gold with Dr. Brian Corrie and Dr. Scott Christley
2022-07-25 70
onAIRR 4: Understanding and engineering immune repertoires with Dr. Jacob Glanville
2022-05-01 172
onAIRR 3: Outlining chronic lymphocytic leukemia with Dr. Anton Langerak
2022-03-29 69
onAIRR 2: Establishing an AIRR-Seq framework with Dr. Lindsay Cowell
2022-02-28 78
onAIRR 1: MRD with Dr. Luning Prak
2022-01-23 115
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