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Selection of CNN, Haralick and Fractal Features Based on Evolutionary Algorithms for Classification of Histological Images
(2020-12-16)
The analysis of histological image features for automatic detection of pathologies plays an important role in medicine. Considering that, we proposed a method based on the association of features extracted by multi-scale ...
Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images
(2021-03-15)
Classification of histology images is a task that has been widely explored on recent computer vision researches. The most studied approach for this task has been the application of deep learning through a convolutional ...
Evaluation of statistical and Haralick texture features for lymphoma histological images classification
(2021-01-01)
The investigation of different types of cancer can be performed by images classification with features extracted from specific regions identified by a segmentation step. Therefore, this study presents the evaluation of ...
Analysis of Features for Breast Cancer Recognition in Different Magnifications of Histopathological Images
(2020-07-01)
Breast cancer is one of the most common diseases in women in the world. There are various imaging techniques employed in the diagnosis. The histological image analysis supported by computational systems has proved to be ...
Analysis of Features for Breast Cancer Recognition in Different Magnifications of Histopathological Images
(Ieee, 2020-01-01)
Breast cancer is one of the most common diseases in women in the world. There are various imaging techniques employed in the diagnosis. The histological image analysis supported by computational systems has proved to be ...
Anatomical and histological features of Ilex paraguariensis leaves under different in vitro shoot culture systems
(Springer, 2017)
Ilex paraguariensis (Aquifoliaceae) is an evergreen tree traditionally used to prepare a caffeine-rich infusion that has several medicinal properties. The in vitro propagation of this species has been studied as an alternative ...
Color normalization of faded H&E-stained histological images using spectral matching
(Elsevier B.V., 2019-08-01)
Histological samples stained with hematoxylin-eosin (H&E) are commonly used by pathologists in cancer diagnoses. However, the preparation, digitization, and storage of tissue samples can lead to color variations that produce ...
Histological features of the placenta and their relation to the gross and data from Thoroughbred mares
(2016-07-01)
The placenta is a transitory organ that originates from maternal and fetal tissues, the function of which is transporting nutrients from the mother to the fetus. The aim of this study was describe the histological features ...
Histologic Description of the Different Segments from the Ostrich Respiratory System (Struthio camelus var. Domesticus)
(Sociedad Chilena de Anatomia, 2014)
Due to the growing interest of the ostrich industry (Struthio camelus var. domesticus) and the scarce bibliographic material related to morphology of the respiratory system of the ostrich, we carried out a comparative ...