7 results about "General practioner" patented technology

The invention discloses a general practitioner learning plate distribution method, system and device and a medium, and the method comprises the steps: obtaining the treatment behavior data of a target general practitioner under preset simulated marine treatment scene parameters; acquiring a plurality of treatment capability dimensions of preset simulated marine treatment scene parameters; evaluating the ability score of the target general practitioner in each treatment ability dimension based on the sea condition environment parameters, the treatment scene label set and the treatment behavior data to obtain an evaluation result; constructing an ability portrait map of the target general practitioner based on the evaluation result; calculating the ability improvement priority and the task urgency priority of the target general practitioner in each learning section based on the preset simulated marine treatment scene parameters, the evaluation result and the ability portrait map; and distributing all the learning plates based on the capability improvement priority and the task urgency priority. The method can improve the distribution efficiency of training resources.

Provided in the present invention is a general practitioner workstation, comprising a resident health profile creation module, a chronic disease screening module, a chronic disease assessment module and a chronic disease follow-up module, and further comprises an identity information recognition and input module, a health information input and update module, a population tagging module, an identity card reading / radio-frequency information recognition module, a medical insurance card / electronic medical insurance code recognition module, etc. The general practitioner workstation of the present invention can solve the problems, in chronic disease management, of a resident health profile creation procedure being cumbersome, a plurality of discrete devices being inconvenient to carry and making it difficult to summarize test results, the level of intelligence in chronic disease assessment being low, it being impossible to automatically generate a follow-up plan, and it being impossible to automatically adjust a management scheme on the basis of a follow-up result, thereby comprehensively improving the quality and efficiency of medical services, and providing more scientific, comprehensive and personalized medical services. Also provided in the present invention are a chronic disease management method and a corresponding product.

The invention discloses a full-specialized cooperative assistant system based on a cloud platform, and the system is characterized in that the system comprises a general assistant end, a specialized assistant end, a management end, the cloud platform, and a data center. Through a mode of tightly combining a doctor workstation, the online cooperation outpatient service and the doctor offline outpatient service work are deeply fused. A general practitioner of a general hospital can finish online registration, payment and communication with a specialist physician through the general assistant end, and the specialist physician of the specialist hospital can finish the work of reception, billing, remote communication and the like through the specialist assistant end.

The application discloses a medical diagnosis intelligent agent system and method under privacy protection, and belongs to the cross field of artificial intelligence and medical health. In view of the problems that privacy protection and diagnosis utility are difficult to balance, and medical illusion is easy to occur in multi-agent consultation in the prior art, the application comprises the following steps: a hospital local end extracts electronic medical record bottom features and evaluates medical importance, and transmits the features to a cloud end after self-adaptive noise adding to fine-tune a multi-agent system; a patient local end carries out safe word replacement, generates a disguised prompt word, and uploads the prompt word to the cloud end; a cloud server uses a general practitioner intelligent agent for triage, and guides each specialist intelligent agent to carry out multi-round consultation by a attending physician intelligent agent, generates a disguised diagnosis report, and issues the report; and finally, a patient local end uses a semantic reconstruction model to restore and output a final diagnosis report. The application constructs a three-party collaborative closed loop, overcomes medical illusion and context fragmentation under the premise of protecting privacy, and significantly improves the accuracy and landing feasibility of the diagnosis system.

The invention provides a clinical diagnosis and treatment device for general medicine, and belongs to the technical field of medical instruments. Comprising a bed body, sliding grooves are symmetrically formed in the two side walls of the bed body, sliding blocks are slidably connected into the sliding grooves, a clinical diagnosis and treatment assembly detachably arranged above the bed body is arranged between the sliding blocks and used for storing clinical common diagnosis and treatment tools, and the clinical diagnosis and treatment assembly comprises a box body, and a box cover is rotationally connected to the top of the box body; a plurality of storage grooves formed below the box cover are formed in the top of the box body at equal intervals, supporting plates are symmetrically arranged on the two sides of the bottom of the box body, and supporting bases inserted into the sliding blocks are arranged at the bottoms of the supporting plates. A patient sits or lies on the bed body, a general practitioner can move the clinical diagnosis and treatment assembly to a proper position at any time according to actual requirements, when the clinical diagnosis and treatment assembly needs to be carried about, the clinical diagnosis and treatment assembly can be detached from the sliding blocks by screwing out the locking bolts from the locking holes, the clinical diagnosis and treatment assembly is obliquely carried over through the back rope, and the clinical diagnosis and treatment assembly is convenient to carry. And therefore, the use effect is greatly improved.

The invention relates to a patient evaluation classification method based on an improved LDA topic model, and aims to efficiently and accurately classify patient written evaluations served by general practitioners. Firstly, patient evaluation is processed through a series of preprocessing steps including word segmentation, abbreviation conversion, stop word removal, number and special character removal and low-frequency and high-frequency vocabulary removal. Thirdly, analyzing the data by applying various unsupervised clustering algorithms to generate a plurality of clustering results, and calculating ambiguity so as to construct a high-confidence data set; and training an improved LDA topic model by using the data set, including calculating an inter-class scatter matrix and an intra-class scatter matrix, updating a projection matrix, re-clustering the data set by using the projection matrix, and determining 60 class center topics. And finally, determining a text topic category for a given user evaluation text. The innovation of the invention lies in that multiple clustering algorithms and high-confidence data selection are combined, the accuracy of topic model training is improved, and through 60 finely divided topic categories, the patient evaluation classification is more accurate, and the improvement of the medical service quality is facilitated.

This invention relates to vaccines comprising a fraction of registered vaccines and an adjuvant comprising carbohydrate monosulphate fatty acid ester (CMS) and the simple, one-step preparation method thereof by mixing a single dose of a vaccine with multiple doses of a ready-to-use novel CMS-based adjuvant delivering multiple doses of a non-inferior and often even improved vaccine. The mixing is preferably done by the end-user (vaccinator, general practitioner) briefly prior to vaccination, which offers a series of advantages including improved affordability, availability, and accessibility of vaccine products.