Marcelo Zanchetta do Nascimento

Federal University of Uberlândia

20H指数

158论文数

1.5K被引数

收录论文 32

发表时间

Personalizing financial literacy learning for children through GenAI and agentic design: A game-based experiment

Expert Systems with Applications

IF7.5

2026-01-10

PREAI

Gabriel Machado Santos; Rita Maria Silva Julia; Marcelo Zanchetta do Nascimento

Evaluation of fractal descriptors, deep features and XAI representations with LASSO-regularized Hermite polynomial classifier for H&E histological image classification 使用LASSO正则化Hermite多项式分类器对H&E组织学图像分类的分数描述符、深度特征和XAI表示的评估

Biomedical Signal Processing and Control

IF4.9

2025-08-07

PREAI

Danilo C. Pereira; Adriano B. Silva; Leonardo H.C. Longo; Adriano M. Loyola; Sérgio V. Cardoso; Paulo R. de Faria; Thaína A.A. Tosta; Leandro A. Neves; Alessandro S. Martins; Marcelo Z. Nascimento

Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images

PATTERN RECOGNITION LETTERS

IF3.3

2025-03-01

OAAI

Roberto, Guilherme F.; Pereira, Danilo C.; Martins, Alessandro S.; Tosta, Thaina A. A.; Soares, Carlos; Lumini, Alessandra; Rozendo, Guilherme B.; Neves, Leandro A.; Nascimento, Marcelo Z.

Hybrid CNN-Transformer Models in Histopathology Image Analysis: A Scoping Review 病理图像分析中的混合CNN-Transformer模型：一项范围综述

IEEE Access

IF3.6

2025-01-01

OAAI

Domingos Lucas Latorre de Oliveira; Thaína Aparecida Azevedo Tosta; Leandro Alves Neves; Marcelo Zanchetta do Nascimento

Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images

PATTERN ANALYSIS AND APPLICATIONS

IF2

2024-02-28

PREAI

Tosta, Thaina A. Azevedo; de Faria, Paulo Rogerio; Neves, Leandro Alves; Martins, Alessandro Santana; Kaushal, Chetna; do Nascimento, Marcelo Zanchetta

An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images 学习特征的集合和基于分形几何的描述符的重塑，用于组织学图像的分类

PATTERN ANALYSIS AND APPLICATIONS

IF2

2024-02-28

PREAI

Roberto, Guilherme Freire; Neves, Leandro Alves; Lumini, Alessandra; Martins, Alessandro Santana; do Nascimento, Marcelo Zanchetta

Analysis of neural networks trained with evolutionary algorithms for the classification of breast cancer histological images

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-11-01

PREAI

Miguel, Joao Pedro Miranda; Neves, Leandro Alves; Martins, Alessandro Santana; do Nascimento, Marcelo Zanchetta; Tosta, Thaina A. Azevedo

Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2023-08-09

PREAI

de Oliveira, Cleber I.; do Nascimento, Marcelo Z.; Roberto, Guilherme F.; Tosta, Thaina A. A.; Martins, Alessandro S.; Neves, Leandro A.

A stain color normalization with robust dictionary learning for breast cancer histological images processing

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2023-08-01

PREAI

Tosta, Thaina A. Azevedo; Freitas, Andre Dias; de Faria, Paulo Rogerio; Neves, Leandro Alves; Martins, Alessandro Santana; do Nascimento, Marcelo Zanchetta

Classification of non-Hodgkin lymphomas based on sample entropy signatures®

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-09-01

PREAI

Rozendo, Guilherme Botazzo; do Nascimento, Marcelo Zanchetta; Roberto, Guilherme Freire; de Faria, Paulo Rogerio; Silva, Adriano Barbosa; Azevedo Tosta, Thaina Aparecida; Neves, Leandro Alves

Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-05-01

PREAI

Silva, Adriano Barbosa; Martins, Alessandro Santana; Azevedo Tosta, Thaina Aparecida; Neves, Leandro Alves; Silva Servato, Joao Paulo; de Araujo, Marcelo Sivieri; de Faria, Paulo Rogerio; do Nascimento, Marcelo Zanchetta

Face emotions: improving emotional skills in individuals with autism

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2022-03-25

PREAI

Dantas, A. C.; do Nascimento, M. Z.

Automated detection of tumor regions from oral histological whole slide images using fully convolutional neural networks

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2021-08-01

PREAI

dos Santos, Dali F. D.; de Faria, Paulo R.; Travencolo, Bruno A. N.; do Nascimento, Marcelo Z.

Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images 分形神经网络: 用于组织学图像分类的分形几何和卷积神经网络的新集成

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-03-01

OAAI

Roberto, Guilherme Freire; Lumini, Alessandra; Neves, Leandro Alves; do Nascimento, Marcelo Zanchetta

A Hermite polynomial algorithm for detection of lesions in lymphoma images

PATTERN ANALYSIS AND APPLICATIONS

IF2

2020-11-16

PREAI

Martins, Alessandro S.; Neves, Leandro A.; de Faria, Paulo R.; Tosta, Thaina A. A.; Longo, Leonardo C.; Silva, Adriano B.; Roberto, Guilherme Freire; do Nascimento, Marcelo Z.

Analysis of cancer in histological images: employing an approach based on genetic algorithm

PATTERN ANALYSIS AND APPLICATIONS

IF2

2020-11-09

PREAI

Taino, Daniela F.; Ribeiro, Matheus G.; Roberto, Guilherme F.; Zafalon, Geraldo F. D.; do Nascimento, Marcelo Z.; Tosta, Thaina A. A.; Martins, Alessandro S.; Neves, Leandro A.

Unsupervised method for normalization of hematoxylin-eosin stain in histological images

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2019-10-01

PREAI

Azevedo Tosta, Thaina A.; de Faria, Paulo Rogerio; Silva Servato, Joao Paulo; Neves, Leandro Alves; Roberto, Guilherme Freire; Martins, Alessandro Santana; do Nascimento, Marcelo Zanchetta

Color normalization of faded H&E-stained histological images using spectral matching

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2019-08-01

OAAI

Azevedo Tosta, Thaina A.; de Faria, Paulo Rogerio; Neves, Leandro Alves; do Nascimento, Marcelo Zanchetta

Classification of colorectal cancer based on the association of multidimensional and multiresolution features

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2019-04-01

PREAI

Ribeiro, Matheus Goncalves; Neves, Leandro Alves; do Nascimento, Marcelo Zanchetta; Roberto, Guilherme Freire; Martins, Alessandro Santana; Azevedo Tosta, Thaina Aparecida

Computational normalization of H&E-stained histological images: Progress, challenges and future potential

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2019-04-01

PREAI

Azevedo Tosta, Thaina A.; de Faria, Paulo Rogerio; Neves, Leandro Alves; do Nascimento, Marcelo Zanchetta

研究方向