1K+Mammogram Images with Findings Dataset
Medical Imaging Data
Tags and Keywords
£83,500
About
1K+ Mammogram Images with Findings Dataset
Description
The 1K+ Mammogram Images with Findings Dataset is a curated collection of 1K+ mammogram images with associated clinical findings, designed for artificial intelligence (AI), machine learning, medical imaging research, computer vision, and radiology-focused applications. The dataset provides breast imaging data together with findings information, supporting the development and evaluation of AI systems for mammography image analysis, medical image understanding, finding classification, and breast health research.
The dataset is intended to support researchers, data scientists, healthcare technology developers, medical imaging companies, and academic institutions working on mammography AI, breast imaging analytics, computer-aided analysis, medical image classification, and clinical decision-support research. The combination of mammogram images and findings provides contextual information that can support the development of domain-specific machine learning and computer vision models.
Note: Pricing varies depending on several factors, including the number of medical images, image quality and resolution, metadata availability, annotation requirements, imaging modality, file formats, and customization needs. The final price will be determined based on the specific dataset requirements.
Data Product Features
| Feature | Description |
|---|---|
| Mammogram Images | Breast imaging studies suitable for medical imaging and computer vision applications. |
| Findings | Associated findings information describing observations identified in the mammogram data. |
| Image Format | Image file format (DICOM) |
| Imaging Modality | Mammography / mammogram imaging. |
| Clinical Context | Findings information provides additional context for image analysis and model development. |
Distribution
- Data Volume: 1K+ Mammogram Images
- Modality: Mammography
- Data Type: Medical Images with Findings
- Format: DICOM Files and PDF
- Dataset Size: Dataset size may vary depending on image resolution, number of image slices, file formats, metadata availability, annotations, and dataset version.
Usage
This data product is ideal for a variety of applications:
- Medical Image Analysis: Develop and evaluate computer vision systems for mammogram image analysis.
- Mammography AI: Support machine learning and AI research involving breast imaging.
- Finding Classification: Develop models for identifying or classifying mammographic findings.
- Computer-Aided Analysis: Support research into AI-assisted medical image interpretation.
- Medical Imaging Research: Conduct research involving mammography and breast imaging data.
- Model Training & Evaluation: Use image and findings data for machine learning model development, fine-tuning, and evaluation.
- Healthcare AI Development: Support the development of domain-specific medical imaging and healthcare AI applications.
Coverage
- Geographic Coverage: India.
- Imaging Modality: Mammography.
- Clinical Information: Associated findings information.
License
CC BY 4.0 (Creative Commons Attribution 4.0 International)
AI Training Rights
InfoBay.AI ensures that all datasets are sourced, curated, and managed with proper ownership verification, licensing documentation, and data provenance records. We hold the necessary rights to license and sublicense the datasets we provide through formal agreements with our data vendors, which grant us the required permissions for commercial licensing and AI training use cases. To ensure transparency and compliance, we maintain relevant documentation and have previously shared redacted agreements for selected datasets as evidence of our data rights and licensing authority.
Data Dictionary
| Column Name | Data Type | Description | Possible Values/Notes |
|---|---|---|---|
image_id | STRING | Unique identifier for the mammogram image or imaging record. | Dataset-specific identifier |
modality | STRING | Imaging modality associated with the record. | Mammography / Mammogram |
findings | STRING | Clinical or radiological findings associated with the mammogram image. | Dataset-specific findings |
image_format | STRING | Format of the mammogram image file. | DICOM |
findings_format | STRING | Format of the Clinical or radiological findings associated with the mammogram image. |
Considerations
This dataset is provided for research and educational purposes only. It contains only sample data.
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£83,500
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