上半身热像图及 COVID-19 试点队列研究相关临床数据。
Upper body thermal images and associated clinical data from a pilot cohort study of COVID-19.
机构信息
Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, 64710, Monterrey, Nuevo León, México.
Tecnologico de Monterrey, Hospital Zambrano Hellion, 66278, San Pedro Garza García, Nuevo León, México.
出版信息
BMC Res Notes. 2024 Jan 19;17(1):30. doi: 10.1186/s13104-024-06688-w.
OBJECTIVES
The data was collected for a cohort study to assess the capability of thermal videos in the detection of SARS-CoV-2. Using this data, a published study applied machine learning to analyze thermal image features for Covid-19 detection.
DATA DESCRIPTION
The study recorded a set of measurements from 252 participants over 18 years of age requesting a SARS-CoV-2 PCR (polymerase chain reaction) test at the Hospital Zambrano-Hellion in Nuevo León, México. Data for PCR results, demographics, vital signs, food intake, activities and lifestyle factors, recently taken medications, respiratory and general symptoms, and a thermal video session where the volunteers performed a simple breath-hold in four different positions were collected. Vital signs recorded include axillary temperature, blood pressure, heart rate, and oxygen saturation. Each thermal video is split into 4 scenes, corresponding to front, back, left and right sides, and is available in MPEG-4 format to facilitate inclusion into pipelines for image processing. Raw JPEG images of the background between subjects are included to register variations in room temperatures.
目的
该数据是为一项队列研究收集的,旨在评估热视频在检测 SARS-CoV-2 方面的能力。利用这些数据,一项已发表的研究应用机器学习分析了热图像特征以检测新冠病毒。
数据描述
该研究记录了在墨西哥新莱昂州萨布兰诺-海利翁医院要求进行 SARS-CoV-2 PCR(聚合酶链反应)检测的 252 名 18 岁以上参与者的一组测量值。收集的数据包括 PCR 结果、人口统计学、生命体征、饮食、活动和生活方式因素、最近服用的药物、呼吸和一般症状,以及志愿者在四个不同位置进行简单屏气的热视频会话。记录的生命体征包括腋窝温度、血压、心率和血氧饱和度。每个热视频分为 4 个场景,对应正面、背面、左侧和右侧,以 MPEG-4 格式提供,便于纳入图像处理管道。还包括了受试者之间背景的原始 JPEG 图像,以记录室温变化。