InfoBayAI/mri_clinical_reports_with_findings_medical_nlp

---
license: cc-by-4.0
size_categories:
- 100K<n<1M
---
This dataset is a large-scale collection of **MRI (Magnetic Resonance Imaging) reports with confirmed clinical findings**, designed to support the development of advanced medical imaging and diagnostic AI systems.

It consists of real-world MRI data where radiological reports indicate the presence of diseases, abnormalities, or pathological conditions. These findings may include tumors, lesions, infections, degenerative changes, or other clinically significant observations.
The dataset captures authentic imaging characteristics such as scanner variability, acquisition protocols, and patient positioning, along with detailed clinical narratives. This makes it highly valuable for building accurate, scalable, and production-ready AI systems for medical diagnosis and imaging analysis.
Additionally, this dataset can be used in pipelines for Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF) workflows.

**Key Use Cases**

-Disease detection and classification
-Tumor and lesion identification
-Medical image segmentation
-Clinical decision support systems
-Radiology report generation
-Multi-modal learning (image + text)
-Diagnostic AI model training

**Dataset Specification**

-Modality: MRI (Magnetic Resonance Imaging)
-Type: Medical images with abnormal findings
-Data Source: Clinical MRI reports
-Body Regions: Brain, Spine, Abdomen, etc.
-Data Nature: Real-world clinical data
-Patients: 30,818
-Images: 23,239,044

**Value of This Dataset**

-Enables supervised training for disease detection
-Supports multi-class and multi-label classification
-Improves diagnostic accuracy of AI models
-Useful for segmentation and localization tasks
-Helps build clinically relevant AI systems
-Supports real-world healthcare applications

**Basic JSON Schema**
```json
{
"patient_id": "string",
"image": "image",
"image_width": "integer",
"slice_index": "integer",
"modality": "string",

"finding_type": "string",
"findings": "string",
}
```
**Data Creation**

Procured through formal agreements and generated in the ordinary course of business.

**Considerations**

This dataset is provided for research and educational purposes only. It contains only sample data. For access to the full dataset and enterprise licensing options, please visit our website [InfoBay AI](https://infobay.ai/) or contact us directly.

-Ph: (91) 8303174762
-Email: [e-mail]