Categorization system for medical items

Abstract

A medical item classification system utilizes a computer system to retrieve pricing data reports from a medical management platform. This data includes multiple medical pricing invoices generated by medical institutions within a given period. By breaking down these invoices, multiple medical items within each invoice can be identified, along with the drugs and consumables within each individual medical item. Based on the drugs and consumables identified for each medical item, the system categorizes the drugs and consumables for each medical item within the medical institution during that period. In one application, a medical item carbon footprint calculation model is imported to estimate the carbon emission weights encompassed by multiple medical items within a given period, thereby establishing the medical institution's carbon footprint for that period.

Claims

1. A medical item classification system, comprising: A processing circuit and a module implemented through software and hardware collaboration, comprising: a model module electrically connected to the processing circuit for managing intelligent models and intelligent algorithms in the medical item classification system; a memory module electrically connected to the processing circuit for processing incoming and outgoing data in the medical item classification system; a communication module electrically connected to the processing circuit for executing the communication protocol for external connections of the medical item classification system, enabling the medical item classification system to obtain a batch of pricing data reports through a network via an application interface in a medical management platform; a server module electrically connected to the processing circuit for enabling the medical item classification system to implement a network platform to provide services to a medical institution that uses the medical item classification system after connection, including automatically performing medical item classification to establish a carbon footprint for drugs and consumables within the medical institution; and a storage module electrically connected to the processing circuit, having a raw database and a classification result database. In the medical item classification system, the communication module obtains the pricing data report from the medical management platform, which includes data from multiple medical pricing orders generated by the medical institution within a period and stores it in the original database. Then, the multiple medical pricing orders are split to obtain multiple medical items in each medical pricing order and the drugs and consumables in a single medical item. The drugs and consumables of each medical item in the overall multiple medical pricing orders are compared to obtain the drugs and consumables of each medical item in the overall multiple medical pricing orders. Based on the drugs and consumables of each medical item in the multiple medical pricing orders obtained by comparison, the drugs and consumables of each medical item in the medical institution within the period are classified, and the classification results are stored in the classification result database.

2. The medical item classification system as described in claim 1 further includes a data translation module, wherein the data translation module is electrically connected to the processing circuit, and the data translation module is used to translate the mixed data of various medical items in the batch price list data of the batch price data report obtained from the medical management platform into data that can be read by the medical item classification system, and then store it in the original database.

3. The medical item classification system as described in claim 1 further includes a visualization module electrically connected to the processing circuit, the visualization module being used to classify the drugs and consumables used in each medical item of the medical institution during the period into a chart showing the quantity comparison of drugs and consumables used in a single medical item.

4. The medical item classification system as described in claim 1, wherein, The classification model in this module classifies the medical institution into multiple patient age groups and multiple medical items for each patient age group based on the de-identified medical information in each medical bill during the period. This includes estimating the amount of drugs and consumables used by each age group each year based on the service codes corresponding to the multiple medical items.

5. The medical item classification system as described in claim 1, wherein, When classifying the drugs and consumables for each medical project of the medical institution during the period, the quantity of drugs and consumables for each medical project of the medical institution during the period is also calculated based on the classified drugs and consumables for each medical project of the medical institution during the period, and allocated to each medical project to obtain the quantity of drugs and consumables for each medical project of the medical institution.

6. The medical item classification system as described in claim 5, wherein, It also estimates the quantity of drugs and consumables used by the medical institution for each of the multiple medical procedures used in each treatment, and aggregates the quantities of drugs and consumables for these multiple medical procedures, redistributes them to each medical procedure, obtains the quantity of drugs and consumables used for each medical procedure, and forms a total annual usage data report.

7. The medical item classification system as claimed in claim 1, wherein the medical item classification system implements the network platform through the server module, runs a web server, or serves an application running on a user device.

8. The medical item classification system as described in claim 1, wherein, Based on the patient's physical characteristics in the medical records formed by the various treatments received by the medical institution, including the distribution of each medical item in each medical record, the corresponding quantitative weight of each medical item in each medical record, and the multiple medical records established by the medical institution during the period, which correspond to multiple quantitative weights, a weighted quantity is obtained by applying the quantity of drugs and consumables used by the medical institution each year, and the weighted quantity of drugs and consumables used for each medical item is estimated.

9. The medical item classification system as claimed in any one of claims 1 to 8, wherein the medical item classification system provides multiple medical institution interfaces through the server module, enabling each medical institution to automatically perform medical item classification using the medical item classification system, wherein a medical item carbon footprint calculation model is imported from the model module to estimate the carbon emission weights covered by the multiple medical items for each medical institution during the period, thereby establishing the carbon footprint of each medical institution during the period.

10. The medical item classification system as described in claim 9, wherein a computer vision language model is used to extract image features of the multiple medical bills, and a projector is used to convert the image features into visual tokens or embedded vectors, so that the image features are mapped to a large language model to understand the content of the multiple medical bills and to estimate the carbon footprint.

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