What is the Qiyuan Critical Care Large Model
The Qiyuan Critical Care Large Model is the world's first critical care medical large model jointly released by Tencent and Mindray Medical. It is designed specifically for ICU wards to solve pain point issues in critical care monitoring. The model has an overall parameter size reaching the trillion level and has been trained on a large amount of medical text data, covering 2.85 million medical entities, 12.5 million medical relationships, and a medical knowledge graph and medical literature covering 98% of medical knowledge. It can summarize a patient's condition within 5 seconds, complete medical record writing within 1 minute, and achieve an accuracy rate as high as 95%, greatly improving the precision and efficiency of critical care medicine. Currently, the Qiyuan Critical Care Large Model has been piloted in the ICU of the First Affiliated Hospital, Zhejiang University School of Medicine, and can monitor patients' vital signs in real time, assist doctors 24 hours a day, and strive for earlier diagnosis and treatment opportunities for critically ill patients.
Main functions of the Qiyuan Critical Care Large Model
- Condition Q&A: It can sort out a patient's condition course within 5 seconds, extract key indicators, generate a digital profile, predict condition trends, and provide treatment recommendations to help doctors make rapid decisions.
- Medical record writing: After integrating diagnosis and treatment data, Qiyuan can efficiently generate clear and well-structured medical records in a standardized format, completing the entire writing process within 1 minute, increasing efficiency by 30 times.
- Knowledge query: Based on the nine major subgroup critical care medicine knowledge graphs, Qiyuan can precisely locate key knowledge, with an analysis accuracy rate as high as 95%, providing doctors with efficient and authoritative decision support.
- Diagnosis and treatment recommendations: Combined with patient data and critical care thinking training, Qiyuan provides personalized treatment plans, helping doctors quickly formulate precise diagnosis and treatment plans.
Technical principles of the Qiyuan Critical Care Large Model
- Hunyuan Large Model: The Qiyuan Critical Care Large Model is built based on Tencent's Hunyuan Large Model. The model provides support for trillion-level parameters and 7 trillion Tokens, and has strong Chinese understanding and creation capabilities, logical reasoning capabilities, and reliable task execution capabilities.
- Medical knowledge graph: The Qiyuan Large Model covers 2.85 million medical entities and 12.5 million medical relationships, covering 98% of medical knowledge, enabling the model to understand and generate medical text and accurately understand and answer medical-related questions.
- Data processing and analysis: The Qiyuan Large Model can integrate massive amounts of patient data, generate digital profiles, use critical care thinking to conduct in-depth analysis of the profiles, predict disease progression, and propose intervention recommendations.
- Model quantization, distillation, and compression technology: Through these technologies, the Qiyuan Large Model achieves "slimming down," can run efficiently on the existing computing resources of hospitals, supports localized deployment, lowers the threshold for use, and at the same time safeguards data privacy.
- Clinical logical reasoning capability: Through interaction with clinical practice, the Qiyuan Large Model gradually shapes its critical care thinking and establishes an efficient feedback mechanism, encouraging medical staff to evaluate the model's output results and provide timely feedback, thereby strengthening clinical logical reasoning capability.
- Multi-turn dialogue and content generation: The Qiyuan Large Model has multiple capabilities such as medical multi-turn dialogue, medical content generation, and AI-assisted clinical decision-making, and can provide accurate medical information and recommendations.
Application scenarios of the Qiyuan Critical Care Large Model
- ICU monitoring and diagnosis and treatment support: The Qiyuan critical care large model can monitor patients' vital signs in real time, quickly generate condition summaries, help ICU doctors grasp the patient's overall status, and provide diagnosis and treatment recommendations for complex conditions, effectively improving critical care efficiency.
- Intelligent Assisted Diagnosis and Treatment: Through a medical knowledge graph and powerful knowledge question-answering capabilities, the Qiyuan large model can answer complex medical questions, precisely analyze conditions, and provide personalized diagnosis and treatment recommendations to assist doctors in making rapid decisions.
- Automatic Medical Record Generation: The model automatically generates medical records that meet clinical standards based on entered data, improving the standardization and efficiency of medical record documentation, shortening medical record generation time by 30 times, and reducing doctors' documentation burden.
- Primary Care and Telemedicine Support: In remote areas and scenarios with limited medical resources, the Qiyuan large model provides diagnosis and treatment recommendations and knowledge support for primary care doctors, helping improve medical quality and make up for shortcomings in experience and resources.
- Hospital Operations and Efficiency Optimization: Through standardized medical record generation and complex case management, the Qiyuan large model helps hospitals optimize diagnosis and treatment processes, improve resource utilization, and enhance the management of critically ill patients.