4 results about "Clinical pharmacy" patented technology

This invention discloses a method, apparatus, device, and storage medium for medication risk assessment during pregnancy, relating to the interdisciplinary fields of medical information technology and clinical pharmacy. The method includes: receiving patient information and proposed medication regimen information, whereby the patient information includes gestational age and information on multiple comorbidities; calling the corresponding gestational age adaptive risk weight matrix based on gestational age, weighting the patient features to generate a weighted feature vector, and inputting this vector into a machine learning model to obtain an initial medication risk score; based on a constructed heterogeneous knowledge graph, using entities corresponding to multiple comorbidities and medication regimen information as query starting points, performing multi-hop reasoning to determine the existence and severity of conflicting paths; if a conflicting path is detected, revising the initial medication risk score according to the severity of the conflict to generate a final risk score. This application enables individualized, interpretable, and evidence-based intelligent risk assessment of proposed medication regimens for pregnant women with multiple comorbidities.

This utility model discloses a liquid mixing device, belonging to the technical field of clinical pharmaceutical auxiliary equipment. The device includes a funnel-shaped stirring drum body with an internal cavity. A prismatic stirring drum is placed inside the cavity, and a circular turntable is fixedly connected to the upper surface of the prismatic stirring drum. A crushing gear is engaged on one side of the circular turntable. This utility model, through the arrangement of the injection cylinder, crushing gear, and circular turntable, allows the circular turntable and crushing gear to work together to crush the medication in the injection cylinder. After crushing, medical personnel inject water into the injection cylinder, which mixes with the drug residue and flows out through the gap between the funnel-shaped stirring drum body and the prismatic stirring drum. The medication can be collected at the drain pipe. The overall operation is simple, convenient, time-saving, and labor-saving, requiring minimal manpower and resources.

The utility model discloses a clinical pharmacy medicament modulation device, including handle, the handle upper end fixed setting has the function storehouse, the function storehouse upper end is provided with the stirring mechanism for stirring medicament and carries out medicament modulation, the stirring mechanism includes transmission rod, recess, pivot, stirring rod, the function storehouse upper end middle part is swingly provided with transmission rod through the bearing, transmission rod outside surface evenly is provided with a plurality of recess, recess inside one side is fixedly set up with the pivot, the pivot outside surface swingly provided with stirring rod. The utility model good use effect can directly in the storage bottle inside the configuration stirring of medicament, like this has saved the step of stirring after all medicaments are poured into the stirring tank inside the transfer and then transfer into the storage bottle, makes the device use more convenient.

This invention discloses an AI-based intelligent clinical pharmacy monitoring and management system, belonging to the field of medical information technology. The system adopts a hierarchical cloud-edge collaborative architecture, including: a patient-side lightweight perception and feature extraction module, deployed on a smart terminal, for local fusion and privacy protection processing of multi-source health data and patient complaints; a cloud-based individualized modeling and robust optimization module, used to dynamically update patient-specific models using Bayesian methods and generate multiple future physiological perturbation paths using conditional variational autoencoders, performing robust optimization based on scenario-based methods to output robust treatment plans; a human-machine collaborative intelligent contract execution module, which automatically performs graded execution or clinical adjudication of plans based on pre-signed intelligent contracts, and stores the entire operation on the blockchain; and a panoramic interaction and audit traceability module, providing interactive and audit interfaces for multiple users. This invention significantly improves medication safety and monitoring efficiency.