South Australian immunoGENomics Cancer Institute

@saigenci.bsky.social

SAiGENCI is South Australia's world-class cancer research institute, jointly resourced by the Commonwealth Department of Health and Aged Care, Central Adelaide Local Health Network (CALHN) and Adelaide University. Official Adelaide University account.

๐Ÿ“ข ๐Ÿ“ƒ Finetuning masking challenges narrow-task evaluation of cell foundation models shorturl.at/dcz3l We tested foundation model architectures across extreme reductions in pretraining scale. We found that standard narrow tasks were insensitive to pretraining scale, up tp 128-fold reduction!

Finetuning masking challenges narrow-task evaluation of cell foundation models

Single-cell foundation models are large, self-supervised deep learning networks pretrained on millions of cellular transcriptomes. These models promise to deliver cell representations that are transfe...

biorxiv.org

๐Ÿงต 1/ ๐Ÿ’— ๐ˆ๐ญโ€™๐ฌ ๐๐ซ๐ž๐š๐ฌ๐ญ ๐‚๐š๐ง๐œ๐ž๐ซ ๐€๐ฐ๐š๐ซ๐ž๐ง๐ž๐ฌ๐ฌ ๐Œ๐จ๐ง๐ญ๐ก ๐Ÿ’— Weโ€™re spotlighting AEpiA member @aachinger.bsky.social (now at @saigenci.bsky.social) and Prof Susan Clark ( @garvaninstitute.bsky.social) for their research on epigenetic therapy in hormone-driven breast cancer. #BreastCancerAwarenessMonth #AEpiA

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