A department-based automatic scheduling system and method for medical staff

Through the genetic algorithm and evaluation system engine generation, the scheduling plan is solved, combined with nurse feedback and future work arrangements, the problem of unreasonable priority ranking in the hospital scheduling system is solved, efficient and flexible nurse resource management is achieved, and scheduling efficiency and satisfaction are improved.

CN120280109BActive Publication Date: 2025-08-19SICHUAN CANCER HOSPITAL
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Patent Information

Application Number
CN202510774493.2
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2025-06-11
Publication Date
2025-08-19
Estimated Expiration
2045-06-11

AI Technical Summary

Technical Problem

The existing hospital scheduling system has unreasonable priority ranking when dealing with emergencies, resulting in low scheduling efficiency, inability to deal with changes in surgical arrangements in a timely manner, and inability to flexibly adjust the scheduling plan.

Method used

Genetic algorithms are used to generate candidate shift scheduling schemes, combine nurse feedback data and future work arrangement status, and build an evaluation system engine, priority sorting and solicitation mechanism, and secondary priority sorting is carried out through the resource quality value library to achieve efficient allocation of nurse resources.

Benefits of technology

It improves the efficiency and flexibility of formulating scheduling plans, ensures the reasonable allocation of human resources and nurse satisfaction, can respond to emergencies in a timely manner, and arranges nurse scheduling in a scientific and reasonable manner.

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Abstract

The present invention discloses a department-based automatic scheduling system and method for medical staff, relating to the technical field of intelligent scheduling. The system comprises a pre-scheduling module, a scheme evaluation module, an emergency response module and a temporary adjustment module which operate in sequence. The technical key points are as follows: the system can perform secondary priority sorting on nurses on leave according to the information and basic information of the responding nurses; by establishing a qualification quantification value library, the qualification level of the nurses is quantified, and combined with the proportion of the number of times marked in a fixed period, the priority index of each qualified nurse is generated through an exponential calculation function model, thereby realizing refined sorting of the nurses' priorities; the scheme not only takes into account the qualification level of the nurses, but also fully considers the response speed and enthusiasm of the nurses to emergency situations, thereby being able to arrange the nurses' schedules more scientifically and reasonably, and effectively solving the problems of unreasonable priority sorting and low scheduling efficiency in hospital scheduling management.
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