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Skin mirror images and pathological diagnostic reports

Skin mirror image + skin-dermal photographs + pathological gold standard ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇

Large Quantity
Skin mirror image
Image + Text
Dual-Modal
Gold Standard
Resale
Data Source
January
Delivery Cycle

Dataset Overview

Definition：Dermoscopy Images and Pathology Diagnostic Reports Datasetis provided byChangsha Langhui Information Technology Co., Ltd.Integrated high quality skin data. Covers skin lens images, skin-dermal clinical photographs and standard pathological gold diagnostic reports, creating image-clinical-pathological data links at three levels, and providing core training language for skin-disease AI screening and diagnosis.

Dataset NameDermoscopy Images and Pathology Diagnostic Reports Dataset
Total Data VolumeA lot of high-quality skin mirror images
Data TypeImage (skin mirrors + clinical photos) + pathological report
Data SourceResale
License TypeSublicensing Complete authorization documents are attached
Core FeaturesStandard medical examination, age, skin damage, preliminary clinical diagnosis
Covered Disease CategoriesMelanoma, base cell cancer, scab cell cancer, lipid perfluent agularization, moles, etc.

Core Data Fields

Each piece of data contains complete structured fields that cover everything from raw data to specialized diagnostics.

Field CategoryField CountTypical Fields
Skin mirror image6Skin mirror image, magnification multiple, image resolution, collecting device model
Clinical photos4Macro photographs of skin lesions, lesion site annotation, shooting distance and lighting conditions
Pathology Report10Full pathology diagnosis (King standard), tissue type, celerity, leaching depth (Breslow), silk division rate
Patient Information5Age, gender, lesion site, disease duration, preliminary clinical diagnosis (all de-identified)
Tab label3Benign-Malignant Classification, ABCDE Feature Scoring, 7-Point Checklist Scoring

Data Sample Showcase

The following is a de-identified structured JSON sample illustrating the typical data format.

{
  "case_id": "DERM-2023-0004521",
  "meta": {"age": 58,"gender": "male","lesion_site": "sample value","duration": "6sample"},
  "dermoscopy": {"type": "sample value","features": ["sample","sample","sample"]},
  "pathology": {"diagnosis": "Unstable angina","breslow_depth": "2.4mm","ulceration": true,"mitotic_rate": "4/mm²","tnm_stage": "T3aN0M0"},
  "clinical_dx": "sample value","final_label": "sample value"
}

AI Application Scenarios

Skin screening AI

Train CNN/Transformer models based on skin mirror images to achieve automatic classification and benign identification of common skin diseases, applicable to large-scale skin cancer screening.

Early Detection of Malignant Melanoma

The gold standard pathology control data are used to train early detection models for melanoma, combining ABCCE features with a seven-point checklist to improve the accuracy of early diagnosis.

Assessment of skin mirror image quality

The multi-light, multi-equipment-type skin lens images are used to train the image quality automatic assessment model to assist remote dermal consultations.

Remote dermatology AI

The rich skin mirror images and clinical data are used to train remote skin systems in AI to address the shortage of dermal doctors at the grass-roots level.

Pathology-Image Correlation Analysis

The pathogen standard and skin lens image correlation data are used to train pathological prediction models, providing pre-invasive pathological type prognosis prior to the operation.

Escular AI teaching

A wealth of cases and data is used in the AIS teaching system of dermatology, which assists inpatients and medical students in identifying typical and unusual skin disorders.

Frequently asked questions

What's the quality of the skin mirror?
Skin mirror images are highly clear images of specialized equipment, which contain both oscillation and non-poscillation modes. Each image is accompanied by complete technical parameters such as magnifying multiples, resolution and equipment models.
Is the pathological report a gold standard?
Yes, the pathology report is an tissue pathology diagnosis after surgical removal or a biopsy, and is a gold standard for the diagnosis of skin pathologies.
What types of skin disease are covered by the data?
The main diseases are melanoma, base cell cancer, scab cell cancer, lipid perfluorinated agularity, pigmentation, helitarized agular carcinoma, and bourbon disease.
How is the data authorized?
LANG Huitech obtains data through compliance channels with complete transfer authorization documents, which clearly cover the commercial AI training landscape.
How do I get a sample of data or business advice?
This dataset is provided byChangsha Langhui Information Technology Co., Ltd.Its DataAssets API platform operates. Please contact us for a detailed data catalog, sample preview and quote plan.

Need for customised medical data programs?

Changsha Langhui Information Technology Co., Ltd. The DataAssetsAPI platform is dedicated to providing high-quality, compliant medical data assets for AI companies and scientific research institutions. Cooperate with 50 + hospitals, including Fudan 100 type hospitals.

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