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2020 – today
- 2022
[j3]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: 106581 (2022)- [j2]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: 116622 (2022) - 2021
- [j1]Katia Maria Poloni, Italo Antonio Duarte de Oliveira, Roger C. 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: 126-135 (2021) - [c6]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: 18-33 - [c5]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: 131-146 - 2020
- [c4]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: 59-64
2010 – 2019
- 2018
- [c3]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: 261-276 - [c2]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: 310-322 - [c1]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: 406-422
Coauthor Index
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