Hugging Face's logo
Weiyi Qin's picture
Open to Collab
3 1 5

Weiyi Qin

W8Yi
John6666's profile picture
·

AI & ML interests

None yet

Recent Activity

reacted to their post with 🚀 about 12 hours ago
I built a **TCGA WSI feature dataset using UNI2-h**. The official release currently has incomplete coverage (see discussion): https://huggingface.co/datasets/MahmoodLab/UNI2-h-features/discussions/2#681b5ed184d0a008fca99297 To make the features easier to use for research, I generated a new dataset: https://huggingface.co/datasets/W8Yi/tcga-wsi-uni2h-features Key differences from the official release: • **All detected tissue tiles are encoded** (not a sampled subset) • **Features can be downloaded per slide** instead of large ZIP archives • **QC overlay images** are provided for visual inspection • **UNI2-h 1536-D tile embeddings** stored in H5 format • Organized by TCGA project for easier use in MIL / retrieval pipelines Example layout: ``` TCGA-HNSC/ features/*.h5 vis/*__overlay.png ``` Hope this helps others working on computational pathology and TCGA WSI research.
updated a dataset about 17 hours ago
W8Yi/tcga-wsi-uni2h-features
posted an update 1 day ago
I built a **TCGA WSI feature dataset using UNI2-h**. The official release currently has incomplete coverage (see discussion): https://huggingface.co/datasets/MahmoodLab/UNI2-h-features/discussions/2#681b5ed184d0a008fca99297 To make the features easier to use for research, I generated a new dataset: https://huggingface.co/datasets/W8Yi/tcga-wsi-uni2h-features Key differences from the official release: • **All detected tissue tiles are encoded** (not a sampled subset) • **Features can be downloaded per slide** instead of large ZIP archives • **QC overlay images** are provided for visual inspection • **UNI2-h 1536-D tile embeddings** stored in H5 format • Organized by TCGA project for easier use in MIL / retrieval pipelines Example layout: ``` TCGA-HNSC/ features/*.h5 vis/*__overlay.png ``` Hope this helps others working on computational pathology and TCGA WSI research.
View all activity

Organizations

None yet