Katia Maria Poloni

According to our database, Katia Maria Poloni authored at least 9 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A deep ensemble hippocampal CNN model for brain age estimation applied to Alzheimer's diagnosis.

Katia Maria Poloni, Ricardo José Ferrari, Alzheimer's Disease Neuroimaging Initiative

Expert Syst. Appl., 2022

Automated detection, selection and classification of hippocampal landmark points for the diagnosis of Alzheimer's disease.

Katia Maria Poloni, Ricardo José Ferrari

Comput. Methods Programs Biomed., 2022

2021

Brain MR image classification for Alzheimer's disease diagnosis using structural hippocampal asymmetrical attributes from directional 3-D log-Gabor filter responses.

Katia Maria Poloni, Italo Antonio Duarte de Oliveira, Roger C. Tam, Ricardo José Ferrari, Alzheimer's Disease Neuroimaging Initiative

Neurocomputing, 2021

Automatic Extraction of the Midsagittal Surface from T1-Weighted MR Brain Images Using a Multiscale Filtering Approach.

Fernando N. Frascá, Katia Maria Poloni, Ricardo José Ferrari

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Assessment of Linear and Non-linear Feature Projections for the Classification of 3-D MR Images on Cognitively Normal, Mild Cognitive Impairment and Alzheimer's Disease.

Marcelo R. Moura Araújo, Katia Maria Poloni, Ricardo José Ferrari

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2020

Exploring Hippocampal Asymmetrical Features from Magnetic Resonance Images for the Classification of Alzheimer's Disease.

Italo Antonio Duarte de Oliveira, Katia Maria Poloni, Ricardo José Ferrari

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2018

Construction and Application of a Probabilistic Atlas of 3D Landmark Points for Initialization of Hippocampus Mesh Models in Brain MR Images.

Katia Maria Poloni, Carlos Henrique Villa Pinto, Breno da Silveira Souza, Ricardo José Ferrari

Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Detection and Classification of Hippocampal Structural Changes in MR Images as a Biomarker for Alzheimer's Disease.

Katia Maria Poloni, Ricardo José Ferrari

Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Automatic Segmentation and Quantification of Thigh Tissues in CT Images.

Jonas de Carvalho Felinto, Katia Maria Poloni, Paulo Guilherme de Lima Freire, Jessica Bianca Aily, Aline Castilho de Almeida, Maria Gabriela Pedroso, Stela Márcia Mattiello, Ricardo José Ferrari

Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018