Sign in
Thaína A. A. Tosta
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 14
Top Topics
White Blood Cells
Histological Images
Feature Extraction
Genetic Algorithm
Top Venues
CIARP
CBMS
SIBGRAPI
Pattern Anal. Appl.
</>
Publications
</>
Cléber I. De Oliveira
,
Marcelo Zanchetta do Nascimento
,
Guilherme Freire Roberto
,
Thaína A. A. Tosta
,
Alessandro Santana Martins
,
Leandro Alves Neves
Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier.
Multim. Tools Appl.
83 (8) (2024)
Adriano Barbosa-Silva
,
Guilherme Botazzo Rozendo
,
Thaína A. A. Tosta
,
Alessandro Santana Martins
,
Adriano M. Loyola
,
Sérgio V. Cardoso
,
Alessandra Lumini
,
Leandro Alves Neves
,
Paulo Rogério de Faria
,
Marcelo Zanchetta do Nascimento
CNN Ensembles for Nuclei Segmentation on Histological Images of OED.
CBMS
(2023)
Guilherme Freire Roberto
,
Danilo Cesar Pereira
,
Alessandro Santana Martins
,
Thaína A. A. Tosta
,
Carlos Soares
,
Alessandra Lumini
,
Guilherme Botazzo Rozendo
,
Leandro Alves Neves
,
Marcelo Zanchetta do Nascimento
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification.
CIARP
(2023)
Danilo Cesar Pereira
,
Leonardo C. Longo
,
Thaína A. A. Tosta
,
Alessandro Santana Martins
,
Adriano Barbosa-Silva
,
Guilherme Botazzo Rozendo
,
Guilherme Freire Roberto
,
Alessandra Lumini
,
Leandro Alves Neves
,
Marcelo Zanchetta do Nascimento
Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images.
CBMS
(2023)
Adriano Barbosa-Silva
,
Cléber I. De Oliveira
,
Danilo C. Pereira
,
Thaína A. A. Tosta
,
Alessandro Santana Martins
,
Adriano M. Loyola
,
Sérgio V. Cardoso
,
Paulo Rogério de Faria
,
Leandro Alves Neves
,
Marcelo Zanchetta do Nascimento
Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading.
SIBGRAPI
(2022)
Danilo Cesar Pereira
,
Leonardo C. Longo
,
Thaína A. A. Tosta
,
Alessandro Santana Martins
,
Adriano Barbosa-Silva
,
Paulo Rogério de Faria
,
Leandro Alves Neves
,
Marcelo Zanchetta do Nascimento
Classification of lymphomas images with polynomial strategy: An application with Ridge regularization.
SIBGRAPI
(2022)
Alessandro Santana Martins
,
Leandro Alves Neves
,
Paulo Rogério de Faria
,
Thaína A. A. Tosta
,
Leonardo C. Longo
,
Adriano Barbosa-Silva
,
Guilherme Freire Roberto
,
Marcelo Zanchetta do Nascimento
A Hermite polynomial algorithm for detection of lesions in lymphoma images.
Pattern Anal. Appl.
24 (2) (2021)
Daniela F. Taino
,
Matheus Gonçalves Ribeiro
,
Guilherme Freire Roberto
,
Geraldo F. D. Zafalon
,
Marcelo Zanchetta do Nascimento
,
Thaína A. A. Tosta
,
Alessandro Santana Martins
,
Leandro Alves Neves
Analysis of cancer in histological images: employing an approach based on genetic algorithm.
Pattern Anal. Appl.
24 (2) (2021)
Dalí F. D. dos Santos
,
Thaína A. A. Tosta
,
Adriano Barbosa-Silva
,
Paulo Rogério de Faria
,
Bruno A. N. Travençolo
,
Marcelo Zanchetta do Nascimento
Automated Nuclei Segmentation on Dysplastic Oral Tissues Using CNN.
IWSSIP
(2020)
Adriano Barbosa-Silva
,
Dalí F. D. dos Santos
,
Thaína A. A. Tosta
,
Alessandro Santana Martins
,
Leandro Alves Neves
,
Bruno A. N. Travençolo
,
Paulo Rogério de Faria
,
Marcelo Zanchetta do Nascimento
Segmentation of Oral Epithelial Dysplasias Employing Mask R-CNN and Color Normalization.
BIBM
(2020)
Alessandro Santana Martins
,
Leandro Alves Neves
,
Paulo Rogério de Faria
,
Thaína A. A. Tosta
,
Daniel O. Tambasco Bruno
,
Leonardo C. Longo
,
Marcelo Zanchetta do Nascimento
Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images.
CIARP
(2019)
Guilherme Freire Roberto
,
Marcelo Zanchetta do Nascimento
,
Alessandro Santana Martins
,
Thaína A. A. Tosta
,
Paulo Rogério de Faria
,
Leandro Alves Neves
Classification of breast and colorectal tumors based on percolation of color normalized images.
Comput. Graph.
84 (2019)
Daniela F. Taino
,
Matheus Gonçalves Ribeiro
,
Guilherme Freire Roberto
,
Geraldo F. D. Zafalon
,
Marcelo Zanchetta do Nascimento
,
Thaína A. A. Tosta
,
Alessandro Santana Martins
,
Leandro Alves Neves
A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis.
CIARP
(2019)
Adriano Barbosa-Silva
,
Alessandro Santana Martins
,
Leandro Alves Neves
,
Paulo Rogério de Faria
,
Thaína A. A. Tosta
,
Marcelo Zanchetta do Nascimento
Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks.
CIARP
(2019)