Huawei Deploys AI to Diagnose Cancer and Teach Students at Scale
Huawei is running AI systems across hospitals and schools in China and beyond, moving past pilot projects to serve tens of thousands of patients and learners. At a healthcare and education roundtable in Barcelona this week, company executives described concrete deployments that address two persistent problems: fragmented medical data and unequal access to quality education.
Cancer diagnosis and faster medical records
In Shanghai hospitals, Huawei built a pathology model that identifies 19 common cancer types with 94% average accuracy, covering roughly 90% of cancer cases in China. The system is already in use in clinical workflows under the brand RuiPath.
The same hospitals are using AI to automatically generate electronic medical records. Documentation time dropped from 10-15 minutes per case to about one minute, freeing clinicians to focus on patients rather than paperwork.
William Zhang, president of Huawei's Healthcare Business Unit, said the sector demands high bars for safety and integration into daily workflows. Huawei supports digital transformation at more than 6,200 medical institutions across 110 countries and regions, focusing on three areas: AI infrastructure, algorithms, and medical data management.
Telemedicine reaches rural and underserved regions
The National Telemedicine Center at the First Affiliated Hospital of Zhengzhou University connects more than 1,000 institutions in Henan Province, over 100 additional hospitals across China, and partners in countries including Zambia. The center handles more than 30,000 remote consultations annually and 400,000 tele-diagnoses in pathology, ECG, and imaging.
For Zhang, telemedicine powered by 5G and cloud infrastructure addresses chronic gaps in workforce and equipment, particularly in rural China and parts of Africa.
Schools shift from lectures to hands-on learning
Du Min, vice president of Huawei's Global Public Sector Business Unit, said traditional education relies too heavily on lectures-80-90% of learning time-with little room for practice. Huawei's AI Education Center provides computing infrastructure, services, platforms, and curriculum to schools.
In Wenzhou, China, an AI General Education Platform now serves more than 500 primary and secondary schools. Over 10,000 students and 1,000 teachers use the platform to access standardized AI curriculum, addressing gaps in digital access across districts.
At Beijing Institute of Technology, Huawei and the university built AI-powered labs, developed more than 20 specialized courses, and created pathways blending AI with law, chemical engineering, and economics. The program trains more than 1,000 practice-ready AI professionals each year.
Computing infrastructure becomes research backbone
Shanghai Jiao Tong University now runs Zhiyuan-1, described as China's largest university computing platform, with 633 PFLOPS of peak performance and 13 petabytes of storage. Eight major large models, including DeepSeek, operate on the platform.
The system serves over 38,000 users and supports research from deep-sea biology to early cancer screening. For Du, this marks a shift: computing power has become general-purpose research infrastructure, not just an IT asset.
Teaching students to use AI responsibly
The roundtable addressed concerns about students outsourcing thinking to AI systems. Du said schools must expand beyond knowledge transmission to teach digital literacy-how AI systems work, their limitations, and when to use them.
Huawei says it has served more than 7,800 educational and research institutions globally and is rolling out AI platforms at municipal level in China to ensure equitable access to digital education.
For healthcare professionals, these deployments signal a shift in how clinical work gets organized. AI for Healthcare systems now handle routine documentation and diagnostic screening, but clinicians remain central to patient care and decision-making. Understanding how these tools work and their accuracy rates has become essential for hospital operations.
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