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1. zero-shot-perturbation zero-shot-perturbation Public

   Zero-shot CRISPRi perturbation response prediction in unseen cell lines, with evaluated uncertainty. Virtual Cell Challenge 2026 entry

   Python 1

2. lncrna-pancancer-classifier lncrna-pancancer-classifier Public

   Can long non-coding RNAs alone identify a tumour's tissue of origin? 9,337 TCGA tumours, 33 cancer types, with external validation, unseen-hospital tests, calibration and conformal prediction sets

   Python

3. crc-singlecell-reference-mapping crc-singlecell-reference-mapping Public

   Cross-cohort cell-type annotation of colorectal cancer scRNA-seq with scVI and scANVI: open-set novelty, calibration and conformal coverage under cohort and hospital shift

   Python

4. static2fate static2fate Public

   Single-cell fate from live-cell imaging: where identical cells take two fates, and when it becomes visible (S-BIAD2515)

   Python