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