[HTML][HTML] Enhancing Early Breast Cancer Detection with Infrared Thermography: A Comparative Evaluation of Deep Learning and Machine Learning Models

R Jalloul, CH Krishnappa, VI Agughasi, R Alkhatib - Technologies, 2024 - mdpi.com
Breast cancer remains one of the most prevalent and deadly cancers affecting women
worldwide. Early detection is crucial, particularly for younger women, as traditional …

Computer aided diagnosis for breast diseases based on infrared images

ADS Araujo, A Conci, R Resmini… - 2017 IEEE/ACS 14th …, 2017 - ieeexplore.ieee.org
In this study, we propose a system to classify thermal images of the breast considering the
presence or absence of disease not only tumor and cancer, as most of previous works did …

Utilizing Infrared Thermography for Assessing Breast Cancer Treatment Progression

AS Araujo, IM HS, Á Sánchez… - … on Systems, Signals …, 2023 - ieeexplore.ieee.org
Breast cancer is a significant cause of mortality worldwide, highlighting the need for effective
monitoring methods. This study introduces a methodology for monitoring breast cancer …

Comparing the use of sum and difference histograms and gray levels occurrence matrix for texture descriptors

AS Araújo, A Conci, MBH Moran… - 2018 International Joint …, 2018 - ieeexplore.ieee.org
Computation of texture information for image classification and pattern recognition is a
highly complex activity. Much of this complexity is related to feature extractions where …

Fuzzy deep medical diagnostic system: gray relation framework and the guiding functionalities for the professional sports club social responsibility

Z Qiao, J Yin - Journal of Medical Imaging and Health …, 2020 - ingentaconnect.com
Fuzzy deep medical diagnostic system based on gray relation framework and the guiding
functionalities for the professional sports club social responsibility is proposed in this paper …

On efficient computation of texture descriptors from sum and difference histograms considering the scales of patterns

A Araujo, A Conci, M Moran, R Melo… - 2018 IEEE/ACS 15th …, 2018 - ieeexplore.ieee.org
Several computational activities, such as image segmentation and classification, use texture
information. This information, also called descriptors, is typically calculated through the Gray …

Determining the Direction of Images Using Sum and Difference Histograms and Texture Descriptors

AS Araujo, R Resmini, A Conci - … International Conference on …, 2020 - ieeexplore.ieee.org
One of the most used statistical approaches in the literature for computing texture
information is the Gray Level Cooccurrence Matrix (GLCM). The use of GLCM and textures …

[PDF][PDF] Procesamiento y análisis de imágenes térmicas para dominios médicos

D Sánchez Ruiz - 2018 - ecosistema.buap.mx
“Si bien en los últimos tiempos ha ido en aumento el trabajo en este tema, aún existe un
escaso trabajo en aplicación de técnicas de clasificación sobre los datos obtenidos de la …