license:mit size_categories:n<1K format:csv modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# BreastDiagnosisProgression

tags: Classification, Clinical, Binary

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'BreastDiagnosisProgression' dataset is a collection of clinical reports written in Italian, specifically focused on the progression of breast conditions. The reports are intended for use in machine learning models aimed at text classification tasks. Each record includes a detailed clinical note from a patient's examination or medical record and a binary label indicating the presence (1) or absence (0) of a particular breast condition (e.g., malignant lesion, benign cyst). The dataset is constructed to respect patient privacy, ensuring that all information is anonymized.

**CSV Content Preview:**

```csv
RecordID,Text,Label
1,"Esame di biopsia. Presenza di un tumore in fase iniziale nella mammella sinistra. Risultato negativo per malattia avanzata.",1
2,"Esame ecografico della mammella destra. L'esame è incompleto e non segnala malattia.",0
3,"Clinica di controllo. Il paziente si lamenta di dolore cronico nella parte superiore destra della mammella. Nessun segno di malattia palpabile.",0
4,"Esame radiologico della mammella sinistra. La radiografia mostra una lesione sospetta, probabilmente maligna.",1
5,"Visita medica di follow-up. Nessun cambiamento osservato nel volume della lesione inizialmente rilevata. Condizione stabile.",0
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'dataset of breast clinical reports written in italian and with binary label columns to be used for text classification':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=dataset+of+breast+clinical+reports+written+in+italian+and+with+binary+label+columns+to+be+used+for+text+classification&dataset=BreastDiagnosisProgression&tags=Classification,+Clinical,+Binary
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
