Dataset Overview
Definition：Diagnosis of pathologyis provided byChangsha Langhui Information Technology Co., Ltd.Medical data sets provided. Covers images and text data from the full pathology diagnostic process, providing a complete training chain for pathology AI from specimens to diagnosis.
| Dataset Name | Diagnosis pathological data set |
| Total Data Volume | 5 million full pathology data |
| Data Type | Image + Text (All Process Overrides) |
| Data Source | Resale |
| License Type | Sublicensing |
Core Data Fields
Each piece of data contains complete structured fields, covering all requirements from basic metadata to professional analysis.
| Field Category | Field Count | Typical Fields |
|---|---|---|
| Sample Information | 6 | Type of specimen, extraction, regularity, delivery to the examination unit, operation |
| General pathology | 4 | General photographs, general description, cut-off features, extracts records |
| Underscope diagnosis | 8 | Type of tissue, grade, laceration, pulsation, neurological intrusion, mesothelic characteristics |
| Auxiliary examination | 6 | Immunization, special dyes, molecular pathology, FISH, genetic tests |
| Diagnostic Conclusion | 5 | Final diagnosis, TNM phase, date of report issue, signed by pathologist |
Data Sample Showcase
The following is a de-identified structured JSON sample illustrating the typical data format.
Other Organiser
"case id": "PATH-2023-0007890",
"specimen": "type": "surgery"; "organ": " stomach", "procedure": "motion cancer root" ,
"gross": {"description": ulcer ulcer, 4.5 x 3.2 cm, picturing gray and hard"},
"microscopy" : {dx: { { { { } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } } { { { { { { { { { { { { { { { { { { { { { { { { { { { { { { { {
"ihc": {"HER2": "negative" , "MLH1": "+", "MSH2": "+", "MSH6": "+", "PMS2": "+"},
"Final dx": "T3N1M0, IIB, pMMR"
♪ I'm sorry ♪AI Application Scenarios
Pathology AI Full Process Support
Full process data training end to end pathology AIS, covering the broad-scopy-subsidiary-check-diagnostic.
Automation of general description
General photo and description data pair training in the General Pathological Auto-Description Model.
The diagnosis intelligence rating under the mirror
Organization of image data training on tumor classification and styling.
Molecular pathology aids
Training in molecular spectrometric prediction models for immunisation and molecular detection data.
Auto-generated pathological report
The full process data training structured the automated generation system for pathological reports.
Pathological Control
Multi-link data are used for the pathological control AI training.
Frequently asked questions
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