Dataset Overview
Definition：Combined Hepatocellular Carcinoma WSIis provided byChangsha Langhui Information Technology Co., Ltd.Medical data sets provided. Covering 5 million cases of mixed liver cancer WSI whole slices, six types of fine area were labelled using Qupath: HCC (yellow), ICC (green), MID (ilvid), TLS (brown), MVI (blue), irregular lymphocycytes (red), providing high-value training data for hepatoma pathologies and micro-environment analysis of tumours.
| Dataset Name | Mixed liver cancer WSI dataset |
| Total Data Volume | Five million cases of WSI sliced in full. |
| Data Type | WSI Image + fine area label |
| Annotation Tools | Qupath (Professional Pathological Reference Platform) |
| AnnotationCategory | HCC/ICC/MD/TLS/MVI/Irregular lymphocytes |
| License Type | Sublicensing |
Core Data Fields
Each piece of data contains complete structured fields that cover everything from raw data to specialized diagnostics.
| Field Category | Field Count | Typical Fields |
|---|---|---|
| HCC Area (yellow) | 6 | Hepatic cell cancer in the subregion, degree of fragmentation, cell form, structural pattern |
| ICC region (green) | 6 | Hepatic cholesterol cell cancer in the subregion, gland tube formation, mesotheliosis |
| MID Area (Purple) | 4 | Intermediate/transitional areas, mixed fragmentation characteristics |
| TLS Area (Brown) | 4 | Level 3 lymphoma structure, immunocell concentration area |
| MVI Area (Blue) | 4 | Microvascular attack areas, intravascular cancer bolts |
| Lymphocyte cell group (red) | 3 | Unusual lymphocyte leachate area |
Data Sample Showcase
The following is a de-identified structured JSON sample illustrating the typical data format.
Other Organiser "slide id": "MHC-2023-000123", "Annotations": ♪ "id": 1, "type": "HCC", "color": "yellow", "area pct": 42.5, "grade": "neutral" ♪ ♪ "id": 2, "type": "ICC", "color": "green", "area pct": 28.3, "pattern": "Physic gland cancer", "id": 3, "type": "MID", "color": "purple", "area pct": 15.2, "features": ["HCC-ICC Transition Form", "Interim Immunization Table"]}, "id": 4, "type": "MVI", "color": "blue", "count": 3, "max diameter um":45. I don't know. "diagnosis": "Mixed liver cell cancer -- cholesterol cell cancer, TLS rich." ♪ I'm sorry ♪
AI Application Scenarios
Mixed liver cancer AI fraction
6 Class fine-marked training auto-spectrum model.
Micro-environment analysis of the tumor
TLS and lymphocytes are marked to study immuno-micro-environment.
Microvascular assault detection
MVI is marked with training in auto-detection of microvascular aggression.
Paralytic AA diagnostic of liver cancer
Integrated labelling of the AIS-assisted diagnostic system for training in pathology.
Post-prevalence assessment model
Pre- and post-training model for characterisation.
I got a drug target.
Micro-environment mapping of API target studies.
Frequently asked questions
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