Katia Maria Poloni

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 9

Top Topics

Automatic Segmentation

Mild Cognitive Impairment

Top Venues

Comput. Methods Programs Biomed.

Publications

Katia Maria Poloni, Ricardo José Ferrari
Automated detection, selection and classification of hippocampal landmark points for the diagnosis of Alzheimer's disease. Comput. Methods Programs Biomed. 214 (2022)
Katia Maria Poloni, Ricardo José Ferrari, Alzheimer's Disease Neuroimaging Initiative
A deep ensemble hippocampal CNN model for brain age estimation applied to Alzheimer's diagnosis. Expert Syst. Appl. 195 (2022)
Katia Maria Poloni, Italo Antonio Duarte de Oliveira, Roger Tam, Ricardo José Ferrari, Alzheimer's Disease Neuroimaging Initiative
Brain MR image classification for Alzheimer's disease diagnosis using structural hippocampal asymmetrical attributes from directional 3-D log-Gabor filter responses. Neurocomputing 419 (2021)
Marcelo R. Moura Araújo, Katia Maria Poloni, Ricardo José Ferrari
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. ICCSA (2) (2021)
Fernando N. Frascá, Katia Maria Poloni, Ricardo José Ferrari
Automatic Extraction of the Midsagittal Surface from T1-Weighted MR Brain Images Using a Multiscale Filtering Approach. ICCSA (2) (2021)
Italo Antonio Duarte de Oliveira, Katia Maria Poloni, Ricardo José Ferrari
Exploring Hippocampal Asymmetrical Features from Magnetic Resonance Images for the Classification of Alzheimer's Disease. CBMS (2020)
Katia Maria Poloni, Ricardo José Ferrari
Detection and Classification of Hippocampal Structural Changes in MR Images as a Biomarker for Alzheimer's Disease. ICCSA (1) (2018)
Katia Maria Poloni, Carlos Henrique Villa Pinto, Breno da Silveira Souza, Ricardo José Ferrari
Construction and Application of a Probabilistic Atlas of 3D Landmark Points for Initialization of Hippocampus Mesh Models in Brain MR Images. ICCSA (1) (2018)
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
Automatic Segmentation and Quantification of Thigh Tissues in CT Images. ICCSA (1) (2018)