Paulo Roberto Silva Chagas Júnior

Paulo Roberto Silva Chagas Júnior

Universidade Federal da Bahia

H-index: 6

Latin America-Brazil

About Paulo Roberto Silva Chagas Júnior

Paulo Roberto Silva Chagas Júnior, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Universidade Federal da Bahia, specializes in the field of Computer Vision, Machine Learning, Deep Learning, Uncertainty estimation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Mouse-to-human transfer learning for glomerulus segmentation

PathoSpotter: computational intelligence applied to nephropathology

Boundary-aware glomerulus segmentation: Toward one-to-many stain generalization

How feasible is it to segment human glomerulus with a model trained on mouse histology images?

Uncertainty-aware membranous nephropathy classification: A Monte-Carlo dropout approach to detect how certain is the model

Toward unbounded open-set recognition to say" I don't know" for glomerular multi-lesion classification

Deep-learning-based membranous nephropathy classification and Monte-Carlo dropout uncertainty estimation

Classification of glomerular hypercellularity using convolutional features and support vector machine

Paulo Roberto Silva Chagas Júnior Information

University

Position

___

Citations(all)

164

Citations(since 2020)

162

Cited By

32

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Universidade Federal da Bahia

Google Scholar

View Google Scholar Profile

Paulo Roberto Silva Chagas Júnior Skills & Research Interests

Computer Vision

Machine Learning

Deep Learning

Uncertainty estimation

Top articles of Paulo Roberto Silva Chagas Júnior

Title

Journal

Author(s)

Publication Date

Mouse-to-human transfer learning for glomerulus segmentation

Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization

Luiz Souza

Jefferson Silva

Paulo Chagas

Angelo Duarte

Washington LC-dos Santos

...

2023/9/3

PathoSpotter: computational intelligence applied to nephropathology

Luciano Oliveira

Paulo Chagas

Angelo Duarte

Rodrigo Calumby

Emanuele Santos

...

2022/10/29

Boundary-aware glomerulus segmentation: Toward one-to-many stain generalization

Computerized Medical Imaging and Graphics

Jefferson Silva

Luiz Souza

Paulo Chagas

Rodrigo Calumby

Bianca Souza

...

2022/9/1

How feasible is it to segment human glomerulus with a model trained on mouse histology images?

Luiz Souza

Jefferson Silva

Paulo Chagas

Angelo Duarte

Washington LC dos-Santos

...

2022/6/7

Uncertainty-aware membranous nephropathy classification: A Monte-Carlo dropout approach to detect how certain is the model

Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization

Paulo Chagas

Luiz Souza

Izabelle Pontes

Rodrigo Calumby

Michele Angelo

...

2023/5/4

Toward unbounded open-set recognition to say" I don't know" for glomerular multi-lesion classification

Paulo Chagas

Luiz Souza

Rodrigo Calumby

Izabelle Pontes

Stanley Araújo

...

2021/12/10

Deep-learning-based membranous nephropathy classification and Monte-Carlo dropout uncertainty estimation

Paulo Chagas

Luiz Souza

Izabelle Pontes

Rodrigo Calumby

Michele Angelo

...

2021/6/15

Classification of glomerular hypercellularity using convolutional features and support vector machine

Artificial intelligence in medicine

Paulo Chagas

Luiz Souza

Ikaro Araújo

Nayze Aldeman

Angelo Duarte

...

2020/3/1

A Real-World Approach on the Problem of Chart Recognition Using Classification, Detection and Perspective Correction

Sensors

Tiago Araújo

Paulo Chagas

Joao Alves

Carlos Santos

Beatriz Sousa Santos

...

2020/8/5

See List of Professors in Paulo Roberto Silva Chagas Júnior University(Universidade Federal da Bahia)

Co-Authors

H-index: 19
Emanuele Santos

Emanuele Santos

Universidade Federal do Ceará

H-index: 17
Luciano Rebouças de Oliveira

Luciano Rebouças de Oliveira

Universidade Federal da Bahia

H-index: 15
Bianchi Serique Meiguins

Bianchi Serique Meiguins

Universidade Federal do Pará

H-index: 11
Jefferson Magalhães de Morais

Jefferson Magalhães de Morais

Universidade Federal do Pará

H-index: 10
Tiago Davi Oliveira de Araújo

Tiago Davi Oliveira de Araújo

Universidade Federal do Pará

H-index: 10
Carlos Gustavo Resque dos Santos

Carlos Gustavo Resque dos Santos

Universidade Federal do Pará

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