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 (ICCSA (1), 2018)

Detection and Classification of Hippocampal Structural Changes in MR Images as a Biomarker for Alzheimer's Disease. - Katia Maria Poloni; Ricardo José Ferrari (ICCSA (1), 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 (ICCSA (1), 2018)

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 (CBMS, 2020)

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 (ICCSA (2), 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 (ICCSA (2), 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)

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)

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)