| --- |
| license: cc-by-4.0 |
| size_categories: |
| - 10M<n<100M |
| tags: |
| - medical-image |
| - medical-imaging |
| - healthcare |
| - computer-vision |
| - radiology |
| - healthcare-ai |
| - biomedical-ai |
| - image-classification |
| - image-segmentation |
| - multimodal |
| - vision-language |
| - self-supervised-learning |
| --- |
| **Dataset Description:** |
|
|
| **This Medical image dataset is part of a large-scale Healthcare image dataset containing 341,527 images, designed to support the development and training of advanced computer vision, healthcare AI, medical imaging, and multimodal learning systems.** |
|
|
| Additionally, this dataset can be used in pipelines for **Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF) workflows**, improving model performance in medical image understanding, disease recognition, anatomical structure identification, and clinical visual reasoning tasks. |
|
|
| **Dataset Specification** |
|
|
| ``` |
| -Modality: Image |
| -Subject: Medical |
| -Parent Dataset: Healthcare Images |
| -Total Healthcare Images: 341,527 |
| -Language: English |
| -Data Nature: Real-world and curated healthcare data |
| ``` |
|
|
| **Key Use Cases** |
|
|
| ``` |
| -Medical image classification |
| -Disease and abnormality detection |
| -Anatomical structure recognition |
| -Clinical visual reasoning |
| -Medical image captioning and interpretation |
| -Multimodal healthcare AI training |
| -Model evaluation and benchmarking |
| ``` |
|
|
| **Value of This Dataset** |
|
|
| ``` |
| -Enables AI-driven medical image understanding |
| -Improves disease detection and healthcare analytics |
| -Supports healthcare AI and medical imaging applications |
| -Helps build AI-powered clinical decision support systems |
| -Enhances performance in medical vision tasks |
| -Strengthens multimodal AI systems with healthcare domain knowledge |
| ``` |
|
|
| **Basic JSON schema** |
| ```json |
| { |
| "file_name": "string", |
| "image": "Image", |
| "width": "int32", |
| "height": "int32", |
| "format": "string", |
| "mode": "string", |
| "metadata": "dict" |
| } |
| ``` |
|
|
| **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: datareq@infobay.ai |
| ``` |
