Listar IIT por autor "Sossa, Juan Humberto"
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Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms
Ochoa Domínguez, Humberto; Vergara Villegas, Osslan Osiris; Cruz Sanchez, Vianey Guadalupe; 216618; Luna Lozoya, Ricardo Salvador; Sossa, Juan Humberto (Springer, 2023-06-09)Microcalcifications clusters (MCCs) are relevant breast cancer indirect evidence and early detection can prevent death. In this paper, we carry out a comparison of the deep learning architectures (DL) InceptionV3, ... -
Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images
Ochoa Domínguez, Humberto; Vergara Villegas, Osslan Osiris; Cruz Sanchez, Vianey Guadalupe; Polanco Gonzalez, Javier; 194726; Rodríguez, Leandro José; Sossa, Juan Humberto (2023-05-05)Positron emission tomography (PET) has been widely used in nuclear medicine to diagnose cancer. PET images suffer from degradation because of the scanner’s physical limitations, the radiotracer’s reduced dose, and the ...