From 8aa1279a9b01b18609cbffbd79c6396d826f92ed Mon Sep 17 00:00:00 2001 From: Guillaume Jaume Date: Tue, 29 Oct 2024 19:29:15 -0400 Subject: [PATCH] Update README.md (#58) * Update README.md * Add files via upload * Update README.md * Delete figures/fig1.png * Delete figures/fig1a.jpg * Add files via upload * Add files via upload * Delete figures/fig1_dataset_only.jpeg * Update README.md --- README.md | 25 +++++++++++++------------ figures/fig1.png | Bin 261632 -> 0 bytes figures/fig1a.jpeg | Bin 0 -> 751104 bytes figures/fig1a.jpg | Bin 131992 -> 0 bytes 4 files changed, 13 insertions(+), 12 deletions(-) delete mode 100644 figures/fig1.png create mode 100644 figures/fig1a.jpeg delete mode 100644 figures/fig1a.jpg diff --git a/README.md b/README.md index 9267768..adf9bc4 100644 --- a/README.md +++ b/README.md @@ -1,19 +1,19 @@ # HEST-Library: Bringing Spatial Transcriptomics and Histopathology together ## Designed for querying and assembling HEST-1k dataset -\[ [arXiv](https://arxiv.org/abs/2406.16192) | [HEST-1k](https://huggingface.co/datasets/MahmoodLab/hest) \] +\[ [arXiv](https://arxiv.org/abs/2406.16192) | [Download](https://huggingface.co/datasets/MahmoodLab/hest) | [Documentation](https://hest.readthedocs.io/en/latest/) | [Tutorials](https://github.com/mahmoodlab/HEST/tree/main/tutorials) \] - + -Welcome to the official GitHub repository of the HEST-Library introduced in *"HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis"*. This project was developed by the [Mahmood Lab](https://faisal.ai/) at Harvard Medical School and Brigham and Women's Hospital. +Welcome to the official GitHub repository of the HEST-Library introduced in *"HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis", NeurIPS Spotlight, 2024*. This project was developed by the [Mahmood Lab](https://faisal.ai/) at Harvard Medical School and Brigham and Women's Hospital. HEST-1k, HEST-Library, and HEST-Benchmark are released under the Attribution-NonCommercial-ShareAlike 4.0 International license.
### What does this repository provide? -- **HEST-1k:** Free access to HEST-1K, a dataset of 1,108 paired Spatial Transcriptomics samples with HE-stained whole-slide images +- **HEST-1k:** Free access to HEST-1K, a dataset of 1,229 paired Spatial Transcriptomics samples with HE-stained whole-slide images - **HEST-Library:** A series of helpers to assemble new ST samples (ST, Visium, Visium HD, Xenium) and work with HEST-1k (ST analysis, batch effect viz and correction, etc.) - **HEST-Benchmark:** A new benchmark to assess the predictive performance of foundation models for histology in predicting gene expression from morphology @@ -21,6 +21,8 @@ HEST-1k, HEST-Library, and HEST-Benchmark are released under the Attribution-Non ## Updates +- **21.10.24**: HEST has been accepted to NeurIPS 2024 as a Spotlight! We will be in Vancouver from Dec 10th to 15th. Send us a message if you wanna learn more about HEST (gjaume@bwh.harvard.edu). + - **23.09.24**: 121 new samples released, including 27 Xenium and 7 Visium HD! We also make the aligned Xenium transcripts + the aligned DAPI segmented cells/nuclei public. - **30.08.24**: HEST-Benchmark results updated. Includes H-Optimus-0, Virchow 2, Virchow, and GigaPath. New COAD task based on 4 Xenium samples. HuggingFace bench data have been updated. @@ -121,15 +123,14 @@ Our tutorial in [4-Running-HEST-Benchmark.ipynb](https://github.com/mahmoodlab/H If you find our work useful in your research, please consider citing: ``` -@article{jaume2024hest, - author = {Jaume, Guillaume and Doucet, Paul and Song, Andrew H. and Lu, Ming Y. and Almagro-Perez, Cristina and Wagner, Sophia J. and Vaidya, Anurag J. and Chen, Richard J. and Williamson, Drew F. K. and Kim, Ahrong and Mahmood, Faisal}, - title = {{HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis}}, - journal = {arXiv}, - year = {2024}, - month = jun, - eprint = {2406.16192}, - url = {https://arxiv.org/abs/2406.16192v1} +@inproceedings{jaume2024hest, + author = {Guillaume Jaume and Paul Doucet and Andrew H. Song and Ming Y. Lu and Cristina Almagro-Perez and Sophia J. Wagner and Anurag J. Vaidya and Richard J. Chen and Drew F. K. Williamson and Ahrong Kim and Faisal Mahmood}, + title = {HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis}, + booktitle = {Advances in Neural Information Processing Systems}, + year = {2024}, + month = dec, } + ``` diff --git a/figures/fig1.png b/figures/fig1.png deleted file mode 100644 index 6d5218a33bab436bcfe0a76549276c9fa4c647cb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 261632 zcmZ_01z1&0_da~UgBlSy1N_c?(UQh>F$tHK)NKPOOQ|r=}rmh?hg4jKKi`x z|My;>*LAMF*?Z5-o;7RF-1oiK7@;UHiH1yw3<81Bq@~1^L7+!{AP{^MDf!GevzJno%cghe%XrXn1w&$D;(2T^0-_^k2F`N!(}k&GyNQd&46?A-jA1CX zA!c1Nz96%&EHx)JBEGJ25CKYmqhO|RQmyjJd@8eIgvHtG44uoyh3F$ahlJE3hAnH( zs?`!5>jNs#+bNQ8T30k5{1b`Dn7HIOqGQib|QF6I{bPL78KaWQ_vsPw!=01QNec zWvwfO7~4F3bu92F~DsA0hAqhUZNv2oX3w0e)iH@PF?<>dSug_Z&Xz z;Xz>)QE6%5sAA$|W@hhf>EMDsKM)F3HEE@)>7pqo%VXkT$6#dYU~I*xA}U^LX%6{CHzBg{GV$Ow_^2493C0#K1%$fDD7d z_?%45d6dN@{uBrP;-|25ae2kV$ms6w&fw0<;NWDz$jr^n&B(;U$ihMoJVEd5Y42j> 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