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Synthetic Dataset of Emergency Healthcare Services

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DataCite Commons2024-12-12 更新2025-01-06 收录
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https://figshare.com/articles/dataset/Synthetic_Dataset_of_Emergency_Healthcare_Services/28012784
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资源简介:
<b>This dataset was generated using Simio simulation software.</b> The simulations model patient flow in healthcare settings, capturing key metrics such as <b>queue times, length of stay (LOS) for patients, and nurse utilization rates.</b> Each CSV file contains time-series data, with measured variables including <b>patient waiting times, resource utilization percentages, and service durations.</b><br>## 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.<br>## 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.
提供机构:
figshare
创建时间:
2024-12-12
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