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--- |
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language: en |
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license: mit |
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pretty_name: Oncology AMIE Dataset |
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size_categories: |
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- n<1K |
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task_categories: |
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- text-classification |
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- other |
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task_ids: |
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- text-classification |
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- medical-diagnosis |
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--- |
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# Oncology AMIE Dataset |
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## Dataset Description |
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This dataset contains detailed clinical cases of breast cancer patients, including their age, molecular phenotype (ER/PR/HER2 status), treatment status, special considerations, and ground truth treatment recommendations. The cases are divided into treatment-naive and treatment-refractory categories. |
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### Dataset Summary |
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A clinical dataset containing breast cancer cases with their descriptions, molecular phenotypes, and treatment recommendations. The dataset includes both treatment-naive and treatment-refractory cases, along with structured questions and system prompts for AI assistance. |
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### Features |
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The dataset includes the following columns: |
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- id: Unique identifier for each case |
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- type: Whether the case is treatment-naive or treatment-refractory |
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- age: Patient age |
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- molecular_phenotype: ER/PR/HER2 status |
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- treatment_status: Current treatment status |
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- special_considerations: Additional clinical considerations |
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- description: Detailed case description |
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- ground_truth: Expert-provided treatment recommendation |
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- system_prompt: General instruction for AI assistance |
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- question_all: Complete case evaluation question with structured format |
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- question_neoadjuvant: Specific question about neoadjuvant therapy |
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- question_surgery: Specific question about surgical approach |
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- question_adjuvant: Specific question about adjuvant therapy |
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- question_genetic: Specific question about genetic testing |
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- question_support: Specific question about psychosocial support |
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### Usage |
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This dataset can be used for: |
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- Training medical AI systems |
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- Clinical decision support development |
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- Medical education and training |
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- Research in oncology treatment protocols |
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### Citation |
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If you use this dataset, please cite: |
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``` |
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@misc{onc_amie_dataset, |
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title={Oncology AMIE Dataset}, |
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author={Gallifant, Jack}, |
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year={2024}, |
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publisher={Hugging Face} |
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} |
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``` |
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