🚀 Datavendor Multimodal Medical Dataset (Radiology & Pathology)
A premium, expert-validated, multi-modal clinical dataset engineered for high-accuracy AI and machine learning applications. This repository provides structured sample data for evaluation and integration testing.
1. Structured Patient Context (SPC) – Radiology Reports
We have engineered a large-scale cohort of radiology reports into a Structured Patient Context (SPC) format, enabling efficient downstream AI usage.
- 135,000+ structured radiology reports.
- 50,000+ fully linked and categorized cases across multiple specialties.
Key Features:
- Standardized Metadata: Age, Sex, and Weight.
- Clinical Intelligence: Indications, detailed radiologist findings, and anatomical mapping.
- Model Readiness: Binary abnormality flags (0/1) and diagnosis labels (Benign / Suspicious / Malignant).
- Efficiency: Structured outputs reducing preprocessing time by up to 90%.
2. Multi-Modal Imaging (DICOM Standard)
Our imaging datasets are curated under strict clinical acquisition protocols and delivered in high-fidelity DICOM format.
- 17,000+ paired imaging studies (MRI, CT, X-Ray, Ultrasound).
- Technical Highlights: 16-bit grayscale, 1.5T / 3.0T MRI (Siemens Magnetom Skyra), and high-resolution ultrasound (GE Voluson E8).
- Compatibility: Multi-vendor support (GE, Siemens, Philips) validated via OFFIS DCMTK 3.6.9.
3. Pathology & Biochemical Datasets
37,000+ structured diagnostic profiles for multimodal AI training.
- Coverage: LFT, Lipid profiles, Renal markers, HbA1c, and metabolic indicators.
4. Clinical Coverage (Inventory)
| Category | Total Cases |
|---|---|
| Oncology (Cancer) | 33,796+ |
| Orthopedics (Fracture) | 10,090+ |
| OBG (Pregnancy) | 5,443+ |
| Pulmonology (Chest) | 4,449+ |
| General Medicine | 5,359+ |
| Neurology (Brain) | 545+ |
5. Dataset Sample (Preview)
This preview shows the structure of the Datavendor__Sample.csv file:
| Age | Gender | Modality | Body_Part | Final_Label | Impression |
|---|---|---|---|---|---|
| 19 | M | MRI | Chest | Suspicious | No detectable abnormality... |
| 73 | F | MRI | Spine | Benign | MRI findings of loss of cervical lordosis... |
| 76 | M | X-Ray | Spine | Benign | Osteophytes- disc complex at C4-C5... |
| 71 | M | MRI | Spine | Benign | MRI findings of lumbar spondylosis... |
6. Data Privacy & Compliance
- 100% De-identified: No Patient-Identifiable Information (PII) retained.
- Standards: Compliance aligned with HIPAA and GDPR-equivalent standards.
- Quality: Sourced from ISO 15189:2012 certified clinical environments.
🔗 Licensing & Access
This is a commercial dataset available for licensing, research collaboration, and enterprise AI development.
- 🌐 Website: datavendor.info
- 📧 Sales: sales@datavendor.info
- 🤝 Partnerships: partnerships@datavendor.info
About Datavendor Datavendor delivers high-quality, clinically validated datasets designed to power next-generation healthcare AI systems. Our focus is on building reliable, scalable, and production-ready data pipelines.
Developed by Datavendor — Powering Trusted Healthcare & Enterprise AI
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