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Synthetic Dataset of Emergency Healthcare Services

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Figshare2024-12-12 更新2026-04-28 收录
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https://figshare.com/articles/dataset/Synthetic_Dataset_of_Emergency_Healthcare_Services/28012784
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This dataset was generated using Simio simulation software. The simulations model patient flow in healthcare settings, capturing key metrics such as queue times, length of stay (LOS) for patients, and nurse utilization rates. Each CSV file contains time-series data, with measured variables including patient waiting times, resource utilization percentages, and service durations.## File Overview**CheckBloodPressure.csv** - (9 KB): Contains blood pressure Server records of patients.**CheckPatientType.csv** - (19 KB): Identifies the type of each patient (e.g., 1 or 3).**Fill_Information.csv** - (2 KB): Fill information records for new patients.**MedicalRecord1.csv** - (10 KB): Medical record dataset for patient type 1.**MedicalRecord2.csv** - (4 KB): Medical record dataset for patient type 2.**MedicalRecord3.csv** - (2 KB): Medical record dataset for patient type 3.**MedicalRecord4.csv** - (13 KB): Medical record dataset for patient type 4.**OutPatientDepartment.csv** - (18 KB): Data related to the satisfaction and length of stay of an given patient.**Triage.csv** - (13 KB): Data related to the triage process.**README.txt** - (4 KB): Documentation of the dataset, including structure, metadata, and usage.## Common Fields Across Files**Patient ID** *(Integer)*: Unique identifier for each patient.**Patient Type** *(Integer)*: Classification of patient (e.g., 1, 4).**Medical Records Arrival Time** *(DateTime)*: Timestamp of the patient's first arrival in the medical record department.**Exiting Time** *(DateTime)*: Timestamp when the patient exits a Server.**Waiting Time (min)** *(Real)*: Total waiting time before being attended to.**Resource Used** *(String)*: Resource (e.g., Operator) allocated to the patient.**Utilization %** *(Real)*: Utilization rate of the resource as a percentage.**Queue Count Before Processing** *(Integer)*: Number of patients in the queue before processing begins.**Queue Count After Processing** *(Integer)*: Number of patients in the queue after processing ends.**Queue Difference** *(Integer)*: Difference between the before and after queue counts.**Length of Stay (min)** *(Real)*: Total time spent in the simulation by the patient.**LOS without Queues (min)** *(Real)*: Length of stay excluding any queuing time.**Satisfaction %** *(Real)*: Patient satisfaction rating based on their experience.**New Patient?** *(String)*: Indicates if this is a new patient or a returning one.
创建时间:
2024-12-12
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