Smart Healthcare Solutions

A specialised, scalable, and measurable data production system built on medical expert collaboration, hospital partnerships, and a broad portfolio of datasets.

Explore Solutions

Scalable Production of High-Quality Medical Data

300+

Full-Time Medical Experts

Task design | Core annotation | Quality control

2000+

Physician Collaboration Network

Scaled annotation | Expert review | Complex cases

300+

Partner Medical Institutions

Top-tier hospitals | Medical schools | Specialist institutions

430+/45+

Medical Data Assets

430+ disease categories | 45+ high-quality medical datasets

Medical Data Cloud Platform

Focused on AI-assisted annotation, annotation quality control and the expert annotation system. By combining AI technology with human expertise we raise annotation efficiency and quality, delivering high-quality labelled data for model training.

Data Collection

Patient records

Medical imaging

Case recordings

Surgical video

Medical Data Cloud Platform

Data governance toolkitAI pre-annotation toolkitExpert annotation & QC platformManagement centre

Data cleaningData classificationData transformationData anonymisationCompliance and security governance... ...

Pre-annotation modelsOCR recognitionSpeech transcriptionSemantic segmentationAudio and video segmentationMultimodal fusion... ...

Professional annotationHuman reviewExpert final approvalKnowledge graph validation... ...

Task managementDataset managementProject managementTeam managementAcceptance management... ...

Professional annotationProfessional annotation

Datasets

Pre-training

Instruction tuning

RL preference data

Benchmarking

Disease-specific datasets

Platform Showcase

Applications

Holographic Healthcare

Structuring medical records, medical knowledge Q&A, clinical phrasing, doctor-patient dialogue, and annotation and governance of clinical guideline text

Medical Imaging Diagnosis

Lesion detection, segmentation and classification annotation across radiology, pathology, endoscopy, ECG and ultrasound imaging

Dermatology Diagnostic Support

Departmental consultation phrasing, symptom mapping, treatment workflows and human-machine dialogue data optimisation

TCM Tongue Diagnosis

Multi-centre tongue image collection, preprocessing and structured parsing of clinical text

Success Stories

Medical Annotation Case
After reviewing the images, radiologists correct AI recognition errors on the AI-predicted cone, clavicle, scapula, sternum and ribs, with segmentation accuracy required to be within 2 mosaic points.
Medical Imaging Diagnosis Annotation
Key information nodes are extracted from doctor-patient dialogue to produce the corresponding diagnosis and assessment.
Health Assistant Specialised Annotation
Expert proofreading and hallucination correction of model-generated content such as exercise guidance and nutrition plans. High-quality instruction data directly improves the accuracy, safety and logical coherence of model output.
Multimodal Data Annotation
By simulating the full online consultation workflow, patient complaints are intelligently parsed and analysed to output professional diagnostic opinions and treatment plans.