AIMC Topic: Thermography

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A Deep Learning-Based Camera Approach for Vital Sign Monitoring Using Thermography Images for ICU Patients.

Sensors (Basel, Switzerland) Feb 21, 2021
Infrared thermography for camera-based skin temperature measurement is increasingly used in medical practice, e.g., to detect fevers and infections, such as recently in the COVID-19 pandemic. This contactless method is a promising technology to conti...
Intensive Care Units Deep Learning Vital Signs Thermography Humans
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Segmentation Approaches for Diabetic Foot Disorders.

Sensors (Basel, Switzerland) Jan 30, 2021
Thermography enables non-invasive, accessible, and easily repeated foot temperature measurements for diabetic patients, promoting early detection and regular monitoring protocols, that limit the incidence of disabling conditions associated with diabe...
Diabetic Foot Early Diagnosis Foot Humans Deep Learning Diabetes Mellitus Thermography Foot Diseases
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The RoScan Thermal 3D Body Scanning System: Medical Applicability and Benefits for Unobtrusive Sensing and Objective Diagnosis.

Sensors (Basel, Switzerland) Nov 20, 2020
The RoScan is a novel, high-accuracy multispectral surface scanning system producing colored 3D models that include a thermal layer. (1) Background: at present, medicine still exhibits a lack of objective diagnostic methods. As many diseases involve ...
Humans Imaging, Three-Dimensional Robotics Forensic Sciences Pain Measurement Thermography Dermatitis, Atopic
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Detecting Vasodilation as Potential Diagnostic Biomarker in Breast Cancer Using Deep Learning-Driven Thermomics.

Biosensors Oct 31, 2020
Breast cancer is the most common cancer in women. Early diagnosis improves outcome and survival, which is the cornerstone of breast cancer treatment. Thermography has been utilized as a complementary diagnostic technique in breast cancer detection. A...
Humans Artificial Intelligence Biomarkers Female Breast Neoplasms Mammography Deep Learning Vasodilation Early Detection of Cancer Thermography
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Deep Learning Classification for Diabetic Foot Thermograms.

Sensors (Basel, Switzerland) Mar 22, 2020
According to the World Health Organization (WHO), Diabetes Mellitus (DM) is one of the most prevalent diseases in the world. It is also associated with a high mortality index. Diabetic foot is one of its main complications, and it comprises the devel...
Artificial Intelligence Machine Learning Deep Learning Humans Support Vector Machine Diabetic Foot Thermography
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Human respiration monitoring using infrared thermography and artificial intelligence.

Biomedical physics & engineering express Mar 13, 2020
The respiration rate (RR) is the most vital parameter used for the determination of human health. The most widely adopted techniques, used to monitor the RR are contact in nature and face many drawbacks. This paper reports the use of Infrared Thermog...
Normal Distribution Respiratory Rate Body Temperature Respiration Signal-To-Noise Ratio Infrared Rays Thermography Stochastic Processes Models, Statistical Equipment Design Adolescent Signal Processing, Computer-Assisted Support Vector Machine Female Monitoring, Physiologic Temperature Humans Sensitivity and Specificity Reproducibility of Results Artificial Intelligence Male Algorithms Young Adult Adult
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Breast Cancer Identification via Thermography Image Segmentation with a Gradient Vector Flow and a Convolutional Neural Network.

Journal of healthcare engineering Nov 3, 2019
Breast cancer is the most common cancer among women worldwide with about half a million cases reported each year. Mammary thermography can offer early diagnosis at low cost if adequate thermographic images of the breasts are taken. The identification...
Diagnosis, Computer-Assisted Image Processing, Computer-Assisted Models, Statistical Female Reproducibility of Results Humans Thermography Breast Neoplasms Bayes Theorem Neural Networks, Computer Breast Algorithms Pattern Recognition, Automated
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Convolutional decoding of thermographic images to locate and quantify honey adulterations.

Talanta Oct 24, 2019
In this research, 56 samples of pure honey have been mixed with different concentrations of rice syrup simulating a set of adulterated samples. A thermographic camera was used to extract data regarding the thermal development of the honey. The result...
Neural Networks, Computer Time Factors Food Contamination Oryza Honey Thermography
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Infrared (IR) thermography as a potential screening modality for carotid artery stenosis.

Computers in biology and medicine Aug 28, 2019
In the present study, an infrared (IR) thermal camera was used to map the temperature of the target skin surface, and the resulting thermal image was evaluated for the presence of carotid artery stenosis (CAS). In the presence of stenosis in the caro...
Infrared Rays Thermography Carotid Stenosis Image Processing, Computer-Assisted Humans Mass Screening Aged Prospective Studies Support Vector Machine Male Female Middle Aged
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Breast Cancer Detection Using Infrared Thermal Imaging and a Deep Learning Model.

Sensors (Basel, Switzerland) Aug 25, 2018
Women's breasts are susceptible to developing cancer; this is supported by a recent study from 2016 showing that 2.8 million women worldwide had already been diagnosed with breast cancer that year. The medical care of a patient with breast cancer is ...
Breast Sensitivity and Specificity Humans Infrared Rays Breast Neoplasms Machine Learning Thermography Image Processing, Computer-Assisted Female
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