Qiyuan Critical Care Model - A large-scale critical care medical model jointly launched by Tencent and Mindray Medical.

What is the Qiyuan Critical Care Model?

Qiyuan Critical Care Model, jointly released by Tencent and Mindray Medical, is the world's first large-scale critical care medical model, specifically designed for ICU wards to address pain points in intensive care. The model boasts trillions of parameters, trained on massive amounts of medical text data, encompassing 2.85 million medical entities, 12.5 million medical relationships, and covering 98% of medical knowledge in medical knowledge graphs and literature. It can summarize a patient's condition within 5 seconds and complete medical record writing within 1 minute, achieving an accuracy rate of up to 95%, significantly improving the precision and efficiency of critical care. Currently, the Qiyuan Critical Care Model is being piloted in the ICU of the First Affiliated Hospital of Zhejiang University School of Medicine, enabling real-time monitoring of patients' vital signs and providing 24-hour assistance to doctors, securing earlier treatment opportunities for critically ill patients.

The main functions of Qiyuan Critical Care Model

• Medical Questions and AnswersIt can analyze a patient's medical history, extract key indicators, generate a digital profile, predict disease trends, and provide treatment suggestions within 5 seconds, helping doctors make quick decisions.
• Medical record writingAfter integrating medical data, Qiyuan can efficiently generate well-organized and standardized medical records, completing the entire writing process within 1 minute, increasing efficiency by 30 times.
• Knowledge QueryBased on the critical care medicine knowledge graph of nine subgroups, Qiyuan can accurately locate key knowledge with an analysis accuracy rate of up to 95%, providing doctors with efficient and authoritative decision support.
• Medical recommendationsBy combining patient data and critical care training, Qiyuan provides personalized treatment plans to help doctors quickly develop accurate treatment plans.

Technical Principles of Qiyuan Critical Care Model

• Mixed-element large modelQiyuan Critical Illness Model is built on Tencent's Hunyuan Model. The model provides support for trillions of parameters and 7 trillion tokens, and has powerful Chinese understanding and creation capabilities, logical reasoning capabilities, and reliable task execution capabilities.
• Medical Knowledge GraphThe Qiyuan Big Model encompasses 2.85 million medical entities and 12.5 million medical relationships, covering 98% of medical knowledge. This enables the model to understand and generate medical text, and accurately understand and answer medical-related questions.
• Data processing and analysisQiyuan's big data model can integrate massive amounts of patient data, generate digital profiles, conduct in-depth analysis of these profiles using critical care thinking, predict disease progression, and propose intervention suggestions.
• Model quantization, distillation, and compression techniquesQiyuan's large-scale model achieves "slimming down" through these technologies, enabling it to run efficiently on existing hospital computing resources, supporting localized deployment, lowering the barrier to entry, and ensuring data privacy.
• Clinical logical reasoning abilityThe Qiyuan Big Model, through interaction with clinical practice, gradually shapes critical thinking, establishes an efficient feedback mechanism, encourages medical staff to evaluate and provide timely feedback on the model's output, and strengthens clinical logical reasoning abilities.
• Multi-turn dialogue and content generationQiyuan's big model possesses multiple capabilities, including multi-turn medical dialogue, medical content generation, and AI-assisted clinical decision-making, enabling it to provide accurate medical information and suggestions.

Application scenarios of Qiyuan Critical Care Model

• ICU monitoring and treatment supportQiyuan's critical care big data model can monitor patients' vital signs in real time, quickly generate disease summaries, help ICU doctors grasp the overall condition of patients, and provide treatment suggestions for complex conditions, effectively improving the efficiency of critical care.
• Intelligent Assisted Diagnosis and TreatmentThrough its medical knowledge graph and powerful question-and-answer function, Qiyuan Big Model can answer complex medical questions, accurately analyze conditions, and provide personalized treatment suggestions to assist doctors in making quick decisions.
• Automatic medical record generationThe model automatically generates medical records that meet clinical standards based on the entered data, improving the standardization and efficiency of medical record recording, reducing the medical record generation time by 30 times, and reducing the paperwork burden on doctors.
• Primary care and telemedicine supportIn remote areas and scenarios with limited medical resources, the Qiyuan Big Data Model provides primary care physicians with diagnostic and treatment suggestions and knowledge support, helping to improve the quality of medical care and make up for the shortcomings of insufficient experience and resources.
• Hospital Operations and Efficiency OptimizationBy standardizing medical record generation and managing complex cases, Qiyuan's big data model helps hospitals optimize treatment processes, improve resource utilization, and enhance their ability to manage critically ill patients.