← Back to Industry Solutions
Industry Solution — Medical & Healthcare

Healthcare AI Solutions

Healthcare industry full-scenario LLM solution with cloud-intelligence convergence — from compute infrastructure to clinical excellence. Serving 800+ hospitals with 98% customer satisfaction.

Solution Overview ACTIVE
800+
Hospitals
98%
Satisfaction
300+
Scenarios
1M+
Patients Served
Cloud-Intelligence Architecture

Solution Architecture

A four-layer cloud-intelligence stack — from compute chips to clinical applications, covering the full healthcare data lifecycle.

Layer 0 — Compute
01
Kunlun P800 Chip
96GB HBM2e memory, 300+ medical operators, 2.5x inference speedup, 92% memory utilization, 88% compute efficiency. Purpose-built AI accelerator for medical imaging, drug discovery, and large-scale clinical NLP.
Layer 0 — Compute
02
Baizhou Platform
90%+ parallel efficiency, 50-80% cost reduction, <1min fault recovery, 99.9% uptime. Unified compute platform for distributed training and inference across medical AI workloads, with elastic scheduling for peak clinical loads.
Layer 1 — AI Platform
03
Lingyi LLM
128k context window, 95%+ triage accuracy, 95%+ EMR generation acceptance, 90%+ CDSS accuracy, multi-language (ZH/EN/JA/KO). Trained on 800M+ medical literature and 200M+ anonymized EMRs for clinical-grade reasoning.
Layer 1 — AI Platform
04
ModelBuilder
LLM fine-tuning flow with Qianfan integration — LoRA, SFT, and RLHF pipelines for hospital-specific model customization. Enables rapid domain adaptation without large-scale retraining, preserving clinical safety guarantees.
Layer 2 — Database
05
Medical Data Governance
4-library-5-stage architecture, 3000+ term alignments, SNOMED CT / ICD-10/11 / LOINC support, multi-country localization. Structured governance pipeline from raw clinical data to standardized, query-ready medical knowledge graphs.
Layer 3 — Applications
06
AI Doctor (CDSS 4.0)
Pre-consultation AI anamnesis (40% manual reduction), evidence-based diagnosis (90%+ accuracy), critical value alerts (<1s response), smart order & Rx (85% compliance), real-time QC (98% detection). Full clinical decision support from intake to quality control.
Layer 3 — Applications
07
AI Patient Assistant
Multi-round inquiry (95%+ match), intelligent appointment (95%+ screening), intelligent waiting room, AI post-visit management, KB-powered Q&A, high-risk identification. Patient-facing AI covering the entire care journey from pre-visit to follow-up.
Layer 3 — Applications
08
Smart Service & Follow-up
Active processing, monitoring, validation. Automated post-discharge follow-up calls with NLP-driven sentiment analysis, medication adherence tracking, and readmission risk scoring — closing the care loop beyond hospital walls.
Proven at Scale

Case Studies

Leading hospitals and pharmaceutical partners deploying Baidu healthcare AI in production clinical environments.

Peking Union Medical College Hospital
AI-Powered Patient Follow-up
Deployed Lingyi LLM for automated post-discharge follow-up across chronic disease cohorts — reducing nurse workload by 60% while improving follow-up coverage from 45% to 92% within six months.
AstraZeneca
Digital Engagement & Evidence
Built a digital patient engagement platform on Baidu AI Cloud — delivering evidence-based content recommendations and real-world evidence collection across respiratory and oncology therapeutic areas.
Neusoft
Integration & Co-innovation
Deep integration of Lingyi LLM into Neusoft's hospital information systems — co-developed CDSS modules deployed across 200+ affiliated hospitals, with joint R&D on specialized disease knowledge graphs.
Zhongshan Hospital
Data Governance Implementation
Adopted the 4-library-5-stage medical data governance framework — unifying 15 years of heterogeneous clinical records into a standardized knowledge base, enabling real-time CDSS queries across 50+ departments.
Roche
Clinical Trial Optimization
Applied Baidu AI for clinical trial protocol design and patient-trial matching — leveraging NLP to scan 10M+ patient records against trial eligibility criteria, cutting enrollment screening time by 70%.
West China Hospital
Specialized Disease Database
Co-built a specialized disease knowledge database on Baidu AI Cloud — curating multi-modal data (imaging, pathology, genomics) for rare disease research, now serving as a national reference resource.
Inclusive Healthcare

Grassroots Healthcare AI

Bringing clinical-grade AI to village clinics and county hospitals — bridging the urban-rural healthcare gap with Baidu's cloud-intelligence platform.

Empowering Village Doctors

Baidu's grassroots healthcare AI delivers clinical decision support to over one million village doctors across 30+ provinces. The system covers 500+ common diseases with 95% disease early warning accuracy, enabling frontline healthcare workers to triage, diagnose, and refer patients with specialist-level confidence — even in remote areas with limited connectivity.

30+
Provinces Covered
1M+
Village Doctors
500+
Diseases Covered
95%
Early Warning Accuracy
On-Premise Deployment

DuMate Medical Private Deployment

Full data sovereignty for sensitive clinical environments — air-gapped, on-premise AI with zero data egress and complete regulatory compliance.

01
Data Sovereignty
100% data sovereignty with local intranet, air-gapped network, and on-premise AI inference. No clinical data ever leaves the hospital boundary — zero external API calls, zero cloud dependency.
02
HIS / LIS / PACS Integration
Native integration with Hospital Information Systems, Laboratory Information Systems, and PACS imaging archives — bidirectional HL7/DICOM connectors for seamless clinical workflow embedding without rip-and-replace.
03
HIPAA & GDPR Compliant
Certified compliance with HIPAA, GDPR, and China's Personal Information Protection Law (PIPL). Full audit trails, role-based access control, and configurable data retention policies for regulated institutions.
04
Knowledge Base
Supports 80K+ drugs and 100K+ medical knowledge entries pre-loaded on the appliance. Continuously updated via signed offline packages — keeping clinical knowledge current without network exposure.

Qianfan x Lingyi API Exclusive Offers

Exclusive healthcare partner pricing on leading foundation models — limited-time API discounts for qualified medical institutions.

Model Provider Healthcare Discount Tier
DeepSeek-R1-250528 DeepSeek 60% OFF Premium
DeepSeek-V3 DeepSeek 20% OFF Standard
DeepSeek-V3.1 DeepSeek 20% OFF Standard
ERNIE-4.5-Turbo-32K/128K Baidu 40% OFF Premium
ERNIE-4.5-Turbo-VL-32K Baidu 30% OFF Vision
Gemini Google 30% OFF Multimodal
GLM-5.1 Zhipu AI 20% OFF Standard
MiniMax-M2.5 MiniMax 20% OFF Standard
Kimi-K2.5 Moonshot AI 20% OFF Long Context
Eligibility: Discounts apply to qualified hospitals, clinics, pharmaceutical companies, and medical research institutions. Minimum consumption thresholds and annual commitment may apply. Contact the healthcare partner team for custom enterprise agreements and volume-tiered pricing.
>180B
10-Year R&D Investment (RMB)
#1
AI Patents — 6 Years Running
90%+
AI Cloud Market Share — 5 Years
19.44%
Revenue from AI Cloud (2024)

Transform Your Healthcare with AI

From compute infrastructure to clinical applications — schedule a consultation with our healthcare AI team

Contact Us Partner Program