遇见数据集

CancerSTFormer datasets, pretrained models, and finetuned models

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Zenodo2025-12-04 更新2026-05-26 收录
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Datasets: CancerSTFormer_TNBC_Normal_filtered.dataset: This is the TNBC Visium ST collection, tokenized according to the specifications of the CancerSTFormer-50um Local Model. CancerSTFormer_TNBC_neighbor.dataset: This is the TNBC Visium ST collection, tokenized according to the specifications of the CancerSTFormer-250um Extended Model. Models: pretrained_CancerSTFormer_250um: Pretrained model for the 250um-Extended Model. pretrained_CancerSTFormer_50um: Pretrained model for the 50um-Local Model. Pickle Files for Gene Dictionaries, etc: 250um Extended Model: Please get the pickle files from https://github.com/bernard2012/CancerST/tree/main/example/extended.perturb. You need gene_median_dict.pickle, gene_name_id_dictionary.pickle, and new_token_dictionary.pickle. 50um Local Model: Please get the pickle files from: https://github.com/bernard2012/CancerST/tree/main/example/local.perturb. You need gene_median_dict.pickle, gene_name_id_dictionary.pickle, and new_token_dictionary.pickle. More information about how to use these datasets and models for various downstream analyses and transfer learning applications can be found at https://github.com/bernard2012/CancerST/. Website about usage and supplementary materials associated with the paper can be found at: https://qianzhulab.github.io/suppl/CancerST/.

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2025-12-04
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