bioRxiv · 25 Sept 2026 · Preprint · Open access

MCseg: AI agent-guided workflow search for no-code cell segmentation and transcript attribution in spatial transcriptomics

Chan, Chang + 3 more

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AI-predicted spatial transcriptomics unlocks breast cancer biomarkers from pathology.
Cell · 9 July 2026 · Journal Article
AI model predicts spatial gene expression from histopathology slides in breast cancer, identifying subgroups with distinct survival outcomes and improving treatment predictions.
- Open access
- 17 cites
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https://jclub.com.au/a/42105763
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Universal cell embedding provides a foundation model for cell biology.
Nature · 1 Aug 2026 · Journal Article
Universal cell embedding (UCE) creates a single biological latent space that accurately represents 36 million cells across eight species, over 1,000 cell types, and diverse tissues.
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- 14 cites
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Stereo-cell deciphers the spatial and functional heterogeneity of polyploid hepatocytes.
GigaScience · 21 Jan 2026 · Journal Article
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- Open access
- 2 cites
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https://jclub.com.au/a/41770024
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