LogoPogoxXx/Pancriatic_cancer_stages_clinical_narrative_blobs_and_labels_gpt4_v0

--- license: cc-by-nc-4.0 tags: - nlp - pancriatic - cancer - stages - clinical - narrative - notes - gpt - classification --- **Acknowledgment:** The dataset was created by Dr. Uri Kartoun. **Description:** The dataset was designed for the classification of text descriptions into seven stages of pancreatic cancer. It comprises two sets: a training set and a held-out set. Each set contains 700 blobs of text, with each blob representing a specific stage of pancreatic cancer. There are 100 text blobs for each of the seven defined stages in both files. **Data Collection and Preparation:** The text blobs were generated using ChatGPT-4 by providing prompts related to various stages of pancreatic cancer. **Limitations:** The dataset was generated synthetically using a language model, which may not capture all the nuances and complex clinical realities of pancreatic cancer stages as described in genuine medical texts. The use of a language model might introduce biases or inaccuracies not present in real-world clinical data. Users of the dataset should be cautious when generalizing findings to actual clinical scenarios and consider supplementing the data with real patient data or expert medical review. **Suggested Uses:** The dataset is suitable for training and evaluating models on text classification tasks, particularly for applications in medical informatics where understanding and classifying clinical narratives is crucial. It is also a valuable resource for research into the capabilities and limitations of language models in generating medically relevant text.