Datasets:

InfoBayAI
/

MRI-Radiology-Reports-With-Findings-Dataset

patient_id large_stringclasses 5 values	slice_index int64 1 910	modality large_stringclasses 1 value	findings large_stringclasses 5 values
PA01	1	MRI	No abnormality noted in the spine
PA01	2	MRI	No abnormality noted in the spine
PA01	3	MRI	No abnormality noted in the spine
PA01	4	MRI	No abnormality noted in the spine
PA01	5	MRI	No abnormality noted in the spine
PA01	6	MRI	No abnormality noted in the spine
PA01	7	MRI	No abnormality noted in the spine
PA01	8	MRI	No abnormality noted in the spine
PA01	9	MRI	No abnormality noted in the spine
PA01	10	MRI	No abnormality noted in the spine
PA01	11	MRI	No abnormality noted in the spine
PA01	12	MRI	No abnormality noted in the spine
PA01	13	MRI	No abnormality noted in the spine
PA01	14	MRI	No abnormality noted in the spine
PA01	15	MRI	No abnormality noted in the spine
PA01	16	MRI	No abnormality noted in the spine
PA01	17	MRI	No abnormality noted in the spine
PA01	18	MRI	No abnormality noted in the spine
PA01	19	MRI	No abnormality noted in the spine
PA01	20	MRI	No abnormality noted in the spine
PA01	21	MRI	No abnormality noted in the spine
PA01	22	MRI	No abnormality noted in the spine
PA01	23	MRI	No abnormality noted in the spine
PA01	24	MRI	No abnormality noted in the spine
PA01	25	MRI	No abnormality noted in the spine
PA01	26	MRI	No abnormality noted in the spine
PA01	27	MRI	No abnormality noted in the spine
PA01	28	MRI	No abnormality noted in the spine
PA01	29	MRI	No abnormality noted in the spine
PA01	30	MRI	No abnormality noted in the spine
PA01	31	MRI	No abnormality noted in the spine
PA01	32	MRI	No abnormality noted in the spine
PA01	33	MRI	No abnormality noted in the spine
PA01	34	MRI	No abnormality noted in the spine
PA01	35	MRI	No abnormality noted in the spine
PA01	36	MRI	No abnormality noted in the spine
PA01	37	MRI	No abnormality noted in the spine
PA01	38	MRI	No abnormality noted in the spine
PA01	39	MRI	No abnormality noted in the spine
PA01	40	MRI	No abnormality noted in the spine
PA01	41	MRI	No abnormality noted in the spine
PA01	42	MRI	No abnormality noted in the spine
PA01	43	MRI	No abnormality noted in the spine
PA01	44	MRI	No abnormality noted in the spine
PA01	45	MRI	No abnormality noted in the spine
PA01	46	MRI	No abnormality noted in the spine
PA01	47	MRI	No abnormality noted in the spine
PA01	48	MRI	No abnormality noted in the spine
PA01	49	MRI	No abnormality noted in the spine
PA01	50	MRI	No abnormality noted in the spine
PA01	51	MRI	No abnormality noted in the spine
PA01	52	MRI	No abnormality noted in the spine
PA01	53	MRI	No abnormality noted in the spine
PA01	54	MRI	No abnormality noted in the spine
PA01	55	MRI	No abnormality noted in the spine
PA01	56	MRI	No abnormality noted in the spine
PA01	57	MRI	No abnormality noted in the spine
PA01	58	MRI	No abnormality noted in the spine
PA01	59	MRI	No abnormality noted in the spine
PA01	60	MRI	No abnormality noted in the spine
PA01	61	MRI	No abnormality noted in the spine
PA01	62	MRI	No abnormality noted in the spine
PA01	63	MRI	No abnormality noted in the spine
PA01	64	MRI	No abnormality noted in the spine
PA01	65	MRI	No abnormality noted in the spine
PA01	66	MRI	No abnormality noted in the spine
PA01	67	MRI	No abnormality noted in the spine
PA01	68	MRI	No abnormality noted in the spine
PA01	69	MRI	No abnormality noted in the spine
PA01	70	MRI	No abnormality noted in the spine
PA01	71	MRI	No abnormality noted in the spine
PA01	72	MRI	No abnormality noted in the spine
PA01	73	MRI	No abnormality noted in the spine
PA01	74	MRI	No abnormality noted in the spine
PA01	75	MRI	No abnormality noted in the spine
PA01	76	MRI	No abnormality noted in the spine
PA01	77	MRI	No abnormality noted in the spine
PA01	78	MRI	No abnormality noted in the spine
PA01	79	MRI	No abnormality noted in the spine
PA01	80	MRI	No abnormality noted in the spine
PA01	81	MRI	No abnormality noted in the spine
PA01	82	MRI	No abnormality noted in the spine
PA01	83	MRI	No abnormality noted in the spine
PA01	84	MRI	No abnormality noted in the spine
PA01	85	MRI	No abnormality noted in the spine
PA01	86	MRI	No abnormality noted in the spine
PA01	87	MRI	No abnormality noted in the spine
PA01	88	MRI	No abnormality noted in the spine
PA01	89	MRI	No abnormality noted in the spine
PA01	90	MRI	No abnormality noted in the spine
PA01	91	MRI	No abnormality noted in the spine
PA01	92	MRI	No abnormality noted in the spine
PA01	93	MRI	No abnormality noted in the spine
PA01	94	MRI	No abnormality noted in the spine
PA01	95	MRI	No abnormality noted in the spine
PA01	96	MRI	No abnormality noted in the spine
PA01	97	MRI	No abnormality noted in the spine
PA01	98	MRI	No abnormality noted in the spine
PA01	99	MRI	No abnormality noted in the spine
PA01	100	MRI	No abnormality noted in the spine

End of preview. Expand in Data Studio

This dataset is a large-scale collection of MRI (Magnetic Resonance Imaging) reports with confirmed clinical findings, containing data from 53,852 patients and 29,028,321 medical images, designed to support the development and training of advanced healthcare AI, medical imaging, diagnostic AI, and clinical NLP 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) workflows.

Dataset Specification

-Patients: 53,852
-Images: 29,028,321
-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

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

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

Quality Analysis

Metric	Best Dataset Result	Importance
Resolution	398×398 avg to 576×576	Preserves high anatomical and structural detail for accurate analysis
SNR (Signal-to-Noise Ratio)	25.67	Indicates strong signal quality with lower noise interference
CNR (Contrast-to-Noise Ratio)	50.37	Shows excellent contrast and clear tissue separation
Blur Score (Sharpness)	363.55	Reflects extremely sharp and well-defined image quality

Basic JSON Schema

{
  "patient_id": "large_string",
  "slice_index": "int64",
  "modality": "large_string",
  "findings": "large_string",
  "image": "Image"
}

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 or contact us directly.

-Ph: (91) 8303174762
-Email: datareq@infobay.ai

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