Datasets:
license: cc-by-4.0
size_categories:
- 10K<n<100K
tags:
- healthcare-image
- healthcare-imaging
- medical-image
- medical-imaging
- healthcare
- healthcare-ai
- biomedical-ai
- computer-vision
- image-classification
- image-segmentation
- object-detection
- image-understanding
- diagnostic-imaging
- clinical-ai
- multimodal
- vision-language
- deep-learning
- machine-learning
- sft
- rlhf
- self-supervised-learning
task_categories:
- image-classification
- image-segmentation
- object-detection
Dataset Description:
This dataset is a large-scale collection of healthcare images, containing 341,527 images, designed to support the development and training of advanced computer vision, medical imaging, healthcare AI, and multimodal AI 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
-No. of Images: 341,527
-Type: Healthcare / Medical Imaging
-Language: English
-Data Nature: Real-world and curated 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
{
"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 or contact us directly.
-Ph: (91) 8303174762
-Email: datareq@infobay.ai