Healthcare — New Datasets 23
70,000 medical journal articles covering illustrated medical literature, clinical case reports, and medical imaging captions, with full sublicensing rights.
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.
The largest medical NLP training corpus: 50,000,000 de-identified EMRs covering chief complaints, present illness, past history, admission records, and discharge summaries.
Massive authoritative medical knowledge covering medical textbooks, clinical guidelines, review articles, and drug labels.
5,000,000 12-lead ECG waveform images and diagnostic reports, including auto-analysis reports and physician-reviewed diagnoses.
Includes dermoscopy images, clinical lesion photos, and pathology gold-standard diagnostic reports.
5,000,000 chest X-ray DICOM images and structured diagnostic reports with dual-review gold standard.
5,000,000 head CT plain + contrast-enhanced DICOM series images and diagnostic reports, covering cerebral infarction, hemorrhage, and intracranial tumors.
High-quality fundus color photos and structured diagnostic reports based on the ICDR international standard for diabetic retinopathy grading.
Whole-slide digital images (20x+ scan magnification) and complete pathology diagnostic reports, including IHC results and TNM staging.
5,000,000 endoscopy videos + keyframe screenshots + diagnostic reports, including polyp location/size/classification.
5,000,000 upper abdominal multi-organ cancer annotations, covering liver/gallbladder/pancreas/spleen/adrenal gland/kidney/abdominal lymph nodes.
5,000,000 pathology diagnostic full-process images + text, covering the complete diagnostic chain.
5,000,000 difficult-case MDT consultation texts for rare/complex disease AI training, high-difficulty case scarce data.
1,000,000 chronic disease longitudinal tracking structured data with 7+ consecutive hospitalizations.
5,000,000 Qupath fine-grained regional annotations with 6 labels: HCC/ICC/MID/TLS/MVI.
1,000,000 liver lesion image annotations for liver cancer vs. hemangioma differentiation.
1,000,000 breast tumor image annotations for AI breast cancer screening and diagnosis.
20,000,000 inpatient full-cycle text/PDF documents, covering medical record QC/DRG/DIP.
5M+ medical entities and 20M+ relation triples, ICD-10/11 and SNOMED CT mappings, 7 major knowledge bases.
100M+ professional medical NLP annotated corpus records, covering 12 task types including entity extraction/dialogue understanding/chain-of-thought, 66 sub-datasets.
20M+ medical imaging training samples, full coverage of CT/MRI/X-ray/ultrasound/endoscopy/pathology, with classification/detection/segmentation annotations.
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
1M+ in-depth physical examination reports with 800+ structured medical fields.
328,000 NER and relation extraction annotation records from EMRs, diagnostic reports, physician orders, and literature abstracts.
52,800 DICOM images with professional physician annotations.
52,800 hepatocellular carcinoma multi-sequence MRI DICOM images with professional physician annotations.
General annotated medical imaging dataset covering CT, X-Ray, ultrasound, and MRI modalities.
1M+ annotated surgical video frames with pixel-level semantic segmentation of 24 anatomical structures and surgical instruments.
Million-level OB/GYN clinical dataset covering prenatal emergencies, high-risk pregnancies, delivery and postpartum, and the full pregnancy cycle.
1M+ tongue/face images with 50,000+ professional annotations.
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.
5M+ Chinese drug data records, 15+ core dimensions, full ATC Level 5 coverage, supporting rational drug-use AI and pharmacovigilance.
2M+ TCM, formula, and proprietary preparation records, covering properties/flavors/meridian tropism, efficacy classification, formula composition, and authentic producing regions.
1M+ medical device registration and consumables records, covering registration certificate numbers, management categories, intended use, and technical parameters.
Medical Insurance NEW 4
Newly launched, covering medical insurance settlement claims, DIP grouping, DRG coding, and medical insurance payment standards data.
10M+ medical insurance settlement claims and payment records, 14+ core dimensions, covering insurance catalog/DIP grouping/DRG coding/cost composition.
International Corpus NEW 1
Newly launched, covering 5M+ multilingual medical corpus records in 10 languages, supporting medical NMT and cross-lingual knowledge graph construction.
5M+ multilingual medical corpus records, 10 languages, 8 major types, ICD-11/SNOMED-CT term annotations, S/A-level translation quality.