Infrared Thermography Temperature

The Infrared Thermography Temperature Dataset contains temperatures read from various locations of inferred images about patients, with the addition of oral temperatures measured for each individual. The 33 features consist of gender, age, ethnicity, ambiant temperature, humidity, distance, and other temperature readings from the thermal images. The dataset is intended to be used in a regression task to predict the oral temperature using the environment information as well as the thermal image readings.

Characteristics
Tabular
Subject Area
Health and Medicine
Associated Tasks
Regression
Attribute Type
--
# Instances
1.02k
# Attributes
33

Introductory Paper

Infrared Thermography for Measuring Elevated Body Temperature: Clinical Accuracy, Calibration, and Evaluation

By Quanzeng Wang, Yangling Zhou, Pejman Ghassemi, David McBride, J. Casamento, T. Pfefer. 2021

Published in Italian National Conference on Sensors

Provided by
University of California, Irvine

Creators
  • Quanzeng Wang
  • Yangling Zhou
  • Pejman Ghassemi
  • David McBride
  • J. Casamento
  • T. Pfefer
  • Quanzeng Wang
  • Yangling Zhou
  • Pejman Ghassemi
  • David McBride
  • J. Casamento
  • T. Pfefer
DOI

10.13026/9ay4-2c37

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Features

Attribute Name Role Type Demographic Description Units Missing Values
SubjectID ID Categorical Subject ID no
aveOralF Target Continuous Oral temperature measured in fast mode no
aveOralM Target Continuous Oral temperature measured in monitor mode no
Gender Feature Categorical Gender Male or Female no
Age Feature Categorical Age Age ranges in categories no
Ethnicity Feature Categorical Ethnicity American Indian or Alaska Native, Asian, Black or African America, Hispanic/Latino, Multiracial, Native Hawaiian or other Pacific Islander, white. no
T_atm Feature Continuous Ambiant temperature no
Humidity Feature Continuous Relative humidity no
Distance Feature Continuous Distance between the subjects and the IRTs.   no
T_offset1 Feature Continuous Temperature difference between the set and measured blackbody temperature. See section 2.3.1 in https://doi.org/10.1117/1.JBO.25.9.097002 . no
Max1R13_1 Feature Continuous Max value of a circle with diameter of 13 pixels from the right canthus point to the face centerline no
Max1L13_1 Feature Continuous Max value of a circle with diameter of 13 pixels from the left canthus point to the face centerline no
aveAllR13_1 Feature Continuous Average value of a circle with diameter of 13 pixels from the right canthus point to the face centerline no
aveAllL13_1 Feature Continuous Average value of a circle with diameter of 13 pixels from the left canthus point to the face centerline no
T_RC1 Feature Continuous Average temperature of the highest four pixels in a square of 24x24 pixels around the right canthus, with 2/3 toward the face center (dry area, 16x24 pixels) and 1/3 away from the face center (wet area, 8x24 pixels). no
T_RC_Dry1 Feature Continuous Average temperature of the highest four pixels in the right canthus dry area, a rectangle of 16x24 pixels. no
T_RC_Wet1 Feature Continuous Average temperature of the highest four pixels in the right canthus wet area, a rectangle of 8x24 pixels. no
T_RC_Max1 Feature Continuous Max value of a square of 24x24 pixels around the right canthus, with 2/3 toward the face center (dry area, 16x24 pixels) and 1/3 away from the face center (wet area, 8x24 pixels). no
T_LC1 Feature Continuous Average temperature of the highest four pixels in a square of 24x24 pixels around the left canthus, with 2/3 toward the face center (dry area, 16x24 pixels) and 1/3 away from the face center (wet area, 8x24 pixels). no
T_LC_Dry1 Feature Continuous Average temperature of the highest four pixels in the left canthus dry area, a rectangle of 16x24 pixels. no
T_LC_Wet1 Feature Continuous Average temperature of the highest four pixels in the left canthus wet area, a rectangle of 16x24 pixels. no
T_LC_Max1 Feature Continuous Max value of a circle with diameter of 13 pixels from the left canthus point to the face centerline no
RCC1 Feature Continuous Average value of a square of 3x3 pixels centered at the right canthus point. no
LCC1 Feature Continuous Average value of a square of 3x3 pixels centered at the left canthus point. no
canthiMax1 Feature Continuous Max value in the extended canthi area no
canthi4Max1 Feature Continuous Average temperature of the highest four pixels within the extended canthus area. no
T_FHCC1 Feature Continuous Average value in the center point of forehead, a square of 3x3 pixels. no
T_FHRC1 Feature Continuous Average value in the right point of the forehead, a square of 3x3 pixels. no
T_FHLC1 Feature Continuous Average value in the left point of the forehead, , a square of 3x3 pixels. no
T_FHBC1 Feature Continuous Average value in the bottom point of the forehead, a square of 3x3 pixels. no
T_FHTC1 Feature Continuous Average value in the top point of the forehead, , a square of 3x3 pixels. no
T_FH_Max1 Feature Continuous Maximum temperature within the extended forehead area. no
T_FHC_Max1 Feature Continuous Max value in the center point of forehead, a square of 3x3 pixels. no
T_Max1 Feature Continuous Maximum temperature within the whole face region. no
T_OR1 Feature Continuous Average temperature of the highest four pixels within the mouth region. no
T_OR_Max1 Feature Continuous Maximum temperature within the mouth region. no