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--- |
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configs: |
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- config_name: clinical_data |
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data_files: |
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- split: train |
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path: Clinical Data (gatortron-base)/* |
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- config_name: pathology_report |
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data_files: |
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- split: train |
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path: Pathology Report (gatortron-base)/* |
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- config_name: slide_image |
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data_files: |
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- split: train |
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path: Slide Image (UNI)/* |
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language: |
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- en |
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tags: |
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- medical |
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pretty_name: TCGA |
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--- |
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# Dataset Card for Dataset Name |
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|
<!-- Provide a quick summary of the dataset. --> |
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## Dataset Details |
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### Dataset Description |
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<!-- Provide a longer summary of what this dataset is. --> |
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- **Curated by:** [More Information Needed] |
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- **Funded by [optional]:** [More Information Needed] |
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- **Shared by [optional]:** [More Information Needed] |
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- **Language(s) (NLP):** [More Information Needed] |
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- **License:** [More Information Needed] |
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## Uses |
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<!-- Address questions around how the dataset is intended to be used. --> |
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```python |
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from datasets import load_dataset |
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clinical_dataset = load_dataset("Lab-Rasool/TCGA", "clinical_data", split="train") |
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pathology_report_dataset = load_dataset("Lab-Rasool/TCGA", "pathology_report", split="train") |
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slide_dataset = load_dataset("Lab-Rasool/TCGA", "slide_image", split="train") |
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``` |
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## Dataset Creation |
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### Curation Rationale |
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<!-- Motivation for the creation of this dataset. --> |
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[More Information Needed] |
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### Source Data |
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|
<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). --> |
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#### Data Collection and Processing |
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|
<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. --> |
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[More Information Needed] |
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#### Who are the source data producers? |
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<!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. --> |
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[More Information Needed] |
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## Citation |
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<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> |
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|
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``` |
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@article{honeybee, |
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title={HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models}, |
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author={Aakash Tripathi and Asim Waqas and Yasin Yilmaz and Ghulam Rasool}, |
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year={2024}, |
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eprint={2405.07460}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.LG} |
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} |
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``` |