Brain Cancer MRI Object Detection & Segmentation Dataset

Overview

The dataset includes .dcm files containing brain MRI scans for detecting and segmenting brain tumors. Images are annotated by radiologists and accompanied by PDF reports.

Dataset Contents

• ST000001: Subfolders for 10 studies, each containing .dcm and .jpg MRI scans.
• DICOMDIR: Patient condition information and file access links.
• Brain_MRI_1.pdf: Radiologist‑provided medical report.
• .csv file: Study IDs and file counts.

Medical Report Contents

• Patient demographics.
• Case description.
• Preliminary diagnosis.
• Recommendations for further action.

Value

The dataset is valuable for oncology, radiology, and medical imaging researchers. It can be used to develop and evaluate new imaging techniques, train and validate machine‑learning algorithms for automatic tumor detection and segmentation, analyze tumor responses to different treatments, and study relationships between imaging features and clinical outcomes.

License

The dataset is licensed under cc‑by‑nc‑nd‑4.0.

Tags

• code
• medical
• biology

Task Categories

• image-to-image
• image-classification
• image-segmentation
• object-detection

Language

• en