Data Assets Catalog

High-quality, multi-industry, commercially-ready datasets powering AI model training and research innovation

64
Total Datasets
10
Industries Covered
34
Healthcare
6
Pharmaceuticals
4
Medical Insurance

Healthcare — New Datasets 23

Licensed Medical Journals
70,000 cases | Images + Text

70,000 medical journal articles covering illustrated medical literature, clinical case reports, and medical imaging captions, with full sublicensing rights.

Physical Examination Data
5,000,000 | Structured Data

5,000,000 cases of real structured physical examination data, gender-balanced (1:1 male/female), multi-age stratified, individuals with exam spend above ¥1,000.

Structured EMR Text
50,000,000 cases | Text

The largest medical NLP training corpus: 50,000,000 de-identified EMRs covering chief complaints, present illness, past history, admission records, and discharge summaries.

Medical Literature / Textbook Knowledge Base
Massive | Text

Massive authoritative medical knowledge covering medical textbooks, clinical guidelines, review articles, and drug labels.

ECG Waveform Images and Diagnostic Reports
5,000,000 cases | Images + Text

5,000,000 12-lead ECG waveform images and diagnostic reports, including auto-analysis reports and physician-reviewed diagnoses.

Dermoscopy Images and Pathology Reports
Large | Images + Text

Includes dermoscopy images, clinical lesion photos, and pathology gold-standard diagnostic reports.

Chest X-Ray Films and Reports
5,000,000 cases | DICOM Images + Text

5,000,000 chest X-ray DICOM images and structured diagnostic reports with dual-review gold standard.

Head CT Plain + Contrast-Enhanced Imaging and Reports
5,000,000 cases | DICOM Images + Text

5,000,000 head CT plain + contrast-enhanced DICOM series images and diagnostic reports, covering cerebral infarction, hemorrhage, and intracranial tumors.

Fundus Color Photos and Diagnostic Reports
Large | Images + Text

High-quality fundus color photos and structured diagnostic reports based on the ICDR international standard for diabetic retinopathy grading.

Pathology Whole-Slide Images and Diagnostic Reports
Large | WSI Images + Text

Whole-slide digital images (20x+ scan magnification) and complete pathology diagnostic reports, including IHC results and TNM staging.

Endoscopy Videos and Keyframe Reports
5,000,000 cases | Video + Text

5,000,000 endoscopy videos + keyframe screenshots + diagnostic reports, including polyp location/size/classification.

Upper Abdominal Cancer Data
5,000,000 cases | Images + Annotations

5,000,000 upper abdominal multi-organ cancer annotations, covering liver/gallbladder/pancreas/spleen/adrenal gland/kidney/abdominal lymph nodes.

Full Diagnostic Workflow Pathology
5,000,000 cases | Images + Text

5,000,000 pathology diagnostic full-process images + text, covering the complete diagnostic chain.

Difficult Cases and MDT Consultation Records
5,000,000 cases | Text

5,000,000 difficult-case MDT consultation texts for rare/complex disease AI training, high-difficulty case scarce data.

Cases with 7+ Consecutive Hospitalizations
1,000,000 cases | Structured Data

1,000,000 chronic disease longitudinal tracking structured data with 7+ consecutive hospitalizations.

Mixed-Type Liver Cancer WSI
5,000,000 cases | WSI Images + Annotations

5,000,000 Qupath fine-grained regional annotations with 6 labels: HCC/ICC/MID/TLS/MVI.

Liver Cancer / Hemangioma Dataset
1,000,000 cases | Images + Annotations

1,000,000 liver lesion image annotations for liver cancer vs. hemangioma differentiation.

Breast Cancer Data
1,000,000 cases | Images + Annotations

1,000,000 breast tumor image annotations for AI breast cancer screening and diagnosis.

Complete Inpatient Documentation
20,000,000 documents | Text/PDF

20,000,000 inpatient full-cycle text/PDF documents, covering medical record QC/DRG/DIP.

NEW Medical Knowledge Graph Dataset
5M+ entities | 20M+ relations

5M+ medical entities and 20M+ relation triples, ICD-10/11 and SNOMED CT mappings, 7 major knowledge bases.

NEW Medical NLP Training Corpus Dataset
100M+ records | 12 major NLP tasks

100M+ professional medical NLP annotated corpus records, covering 12 task types including entity extraction/dialogue understanding/chain-of-thought, 66 sub-datasets.

NEW Medical Imaging Training Dataset
20M+ samples | 10 major modalities

20M+ medical imaging training samples, full coverage of CT/MRI/X-ray/ultrasound/endoscopy/pathology, with classification/detection/segmentation annotations.

NEW Specialty Disease Datasets
3M+ records | 26 disease types

3M+ specialty disease structured data records, covering 26 major disease cohorts including diabetes/stroke/tumor, with 5+ years long-term follow-up.

Healthcare — Existing Datasets 11

Physical Examination Data Analytics
1M+ reports | Structured Data

1M+ in-depth physical examination reports with 800+ structured medical fields.

Clinical Text Analytics
328,000 records | Text

328,000 NER and relation extraction annotation records from EMRs, diagnostic reports, physician orders, and literature abstracts.

Dermatology Imaging
52,800 cases | Images

52,800 DICOM images with professional physician annotations.

Liver Cancer MRI Imaging
52,800 cases | DICOM Images

52,800 hepatocellular carcinoma multi-sequence MRI DICOM images with professional physician annotations.

General Medical Imaging
108,500 cases | Images

General annotated medical imaging dataset covering CT, X-Ray, ultrasound, and MRI modalities.

Neurosurgery
1M+ frames | Images + Text

1M+ annotated surgical video frames with pixel-level semantic segmentation of 24 anatomical structures and surgical instruments.

Obstetrics & Gynecology
1M+ cases | Structured Data

Million-level OB/GYN clinical dataset covering prenatal emergencies, high-risk pregnancies, delivery and postpartum, and the full pregnancy cycle.

Orthopedics
52,800 cases | Images

52,800 DICOM images with professional physician annotations.

TCM Vision
1M+ cases | Images + Annotations

1M+ tongue/face images with 50,000+ professional annotations.

Ultrasound Imaging
1M+ frames | Images

1M+ annotated ultrasound imaging frames.

Abdominal Imaging
1M+ slices | DICOM Images

1M+ DICOM image slices covering 7 major organs, thin-slice CT 512×512+.

Pharmaceuticals NEW 6

Newly launched, covering three major pharmaceutical data assets: drug structured data, TCM formulas, and medical devices & consumables.

NEW Pharmaceutical Drug Structured Dataset
5M+ records | Structured Data

5M+ Chinese drug data records, 15+ core dimensions, full ATC Level 5 coverage, supporting rational drug-use AI and pharmacovigilance.

NEW TCM and Formula Dataset
2M+ records | Text + Structured

2M+ TCM, formula, and proprietary preparation records, covering properties/flavors/meridian tropism, efficacy classification, formula composition, and authentic producing regions.

NEW Medical Devices and Consumables Dataset
1M+ records | Structured Data

1M+ medical device registration and consumables records, covering registration certificate numbers, management categories, intended use, and technical parameters.

Drug Clinical Application Dataset
Real-world medication records, prescription analysis, dosing frequency and treatment course data
Coming Soon
Adverse Drug Reaction Monitoring Dataset
Spontaneous reporting system ADR reports and signal mining datasets
Coming Soon
Clinical Trial Dataset
CDE-registered clinical trials, BE trials, and real-world evidence (RWE) study data
Coming Soon

Medical Insurance NEW 4

Newly launched, covering medical insurance settlement claims, DIP grouping, DRG coding, and medical insurance payment standards data.

NEW Medical Insurance Settlement and DIP/DRG Dataset
10M+ records | Structured Data

10M+ medical insurance settlement claims and payment records, 14+ core dimensions, covering insurance catalog/DIP grouping/DRG coding/cost composition.

Full Medical Insurance Catalog Dataset
Three major catalogs (drugs/diagnostics/consumables) including YB codes, payment standards, and coverage limits
Coming Soon
DIP Point Value Library
Full coverage of DIP grouping codes, point values, and settlement point values for DIP payment system
Coming Soon
DRG Weight & Rate Dataset
CHS-DRG 1.2 grouping, relative weight (RW), rate, and base point data
Coming Soon

International Corpus NEW 1

Newly launched, covering 5M+ multilingual medical corpus records in 10 languages, supporting medical NMT and cross-lingual knowledge graph construction.

NEW International Medical Corpus Dataset
5M+ records | Multilingual Text

5M+ multilingual medical corpus records, 10 languages, 8 major types, ICD-11/SNOMED-CT term annotations, S/A-level translation quality.

Industrial Economy 5

Civic Life 3

AI+Scientists 6

Culture & Art 1

World Model / Spatial Data 6

Photo-Based Modeling Dataset
1,200+ models / 7.25M photos | Images (Multi-view)
Drone Modeling Dataset
2,000 km² / 16M aerial photos | Images (Aerial)
Photo-to-Model High-Quality Dataset
Included in totals | Multimodal Mixed
3D Model Decomposition Dataset
Included in totals | Multimodal Mixed
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