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SUMMARY:Deciphering Batch Effects in Single-cell Transcriptomics with Conc
 ept Bottlenecks - Hanchen Wang\, Stanford CS and Genentech gRED
DTSTART:20230628T100000Z
DTEND:20230628T113000Z
UID:TALK202846@talks.cam.ac.uk
CONTACT:Isaac Reid
DESCRIPTION:In this presentation\, I'll demystify the intersection of AI/M
 L + Genomics\, examining data types\, problems\, and applications. I'll sh
 are my views on potential future directions and discuss my recent PhD work
  on building foundation models for science.\n\nThe highlight is our propos
 ed model\, GeneCBM\, designed to account for the origins and outcomes of u
 nwanted variance in genomics data. This model incorporates three key featu
 res: metadata prediction\, data generation\, and atlas integration.
LOCATION:Cambridge University Engineering Department\, CBL Seminar room BE
 4-38.
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