TY  - GEN 
AU  - Grossling Vallejos, Benicio
AU  - Mello Román, Julio César
AU  - Vázquez Noguera, José Luis
AU  - Legal Ayala, Horacio Andrés
AU  - Rivas Coluchi, Ronald  Alexis
PY  - 2026
SN  - 978-3-032-25651-5 (Print ISBN)
SN  - 978-3-032-25652-2 (Online ISBN)
UR  - http://hdl.handle.net/20.500.14066/4835
AB  - This study comparatively evaluates the performance of three pre-trained convolutional neural network architectures (ResNet50, InceptionV3, and DenseNet169) in the multiclass classification of thyroid scintigraphy images, using a reduced and unbalanced...
LA  - eng
PB  - Springer Nature
KW  - 12. Avance general del conocimiento: I+D financiada con los Fondos Generales de Universidades (FGU)
KW  - 12.1. I+D relativa a las Ciencias Naturales financiada con FGU
KW  - Convolutional neural networks
KW  - Deep learning
KW  - Medical image classification
KW  - Thyroid scintigraphy
TI  - Evaluation of optimizers in pre-trained neural networks : case study on the classification of pathologies in thyroid scans using a reduced and unbalanced dataset
DO  - 10.1007/978-3-032-25652-2_32
VL  - 1
ER  -