ListarPublicaciones por tema "Classification"
Mostrando ítems 1-3 de 3
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Addressing the Links Between Dimensionality and Data Characteristics in Gene-Expression Microarrays
(ACM, 2018-05)In gene-expression microarray data sets each sample is defined by hundreds or thousands of measurements. High-dimensionality data spaces have been reported as a significant obstacle to apply machine learning algorithms, ... -
Detection of COVID-19 Lung Lesions in Computed Tomography Images Using Deep Learning
(2022-04-13)The novel coronavirus (COVID-19) is a disease that mainly affects the lung tissue. The detection of lesions caused by this disease can help to provide an adequate treatment and monitoring its evolution. This research ... -
Industry 4.0 in the Health Sector: System for Melanoma Detection
(Springer, 2023-03-08)One of the most common cancers in humans is skin cancer [1], classified into two large groups: non-melanoma and melanoma [2, 3]. The latter is the most lethal type of cancer, as it ranks third in mortality in Mexico ...