ANDRE GEORGHTON CARDOSO PACHECO

@ufes.br

GRADUATE PROGRAM OF INFORMATICS
FEDERAL UNIVERSITY OF ESPIRITO SANTO

ANDRE GEORGHTON CARDOSO PACHECO


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https://researchid.co/paaatcha

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Vision and Pattern Recognition, Computer Science
27

Scopus Publications

2350

Scholar Citations

21

Scholar h-index

23

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • PRISM: a clinically interpretable stepwise framework for multimodal skin cancer diagnosis
    PHG Bouzon, WF da Rocha, LA de Souza Jr, AGC Pacheco
    Scientific Reports , 2026
    2026
  • Echoes of power: Investigating geopolitical bias in us and china large language models
    AGC Pacheco, A Cavalini, G Comarela
    Humanities and Social Sciences Communications , 2026
    2026
    Citations: 5
  • LiwTERM-r: A Revised Lightweight Transformer-based Model for Multimodal Skin Lesion Detection Robust to Incomplete Input
    LA de Souza Júnior, AGC Pacheco, TO dos Santos, WF da Rocha, ...
    Journal of the Brazilian Computer Society 32 (1), 305-315 , 2026
    2026
  • MetaBlock-SE: A method to deal with missing metadata in multimodal skin cancer classification
    PHG Bouzon, WF Da Rocha, LA Souza, AGC Pacheco
    IEEE Journal of Biomedical and Health Informatics 29 (12), 8855-8862 , 2025
    2025
    Citations: 3
  • Dermalyze: uma aplicação para auxílio à triagem de lesões de pele baseado em aprendizado profundo
    EP Magesk, LA de Souza Júnior, PHL Frasson, AGC Pacheco
    Brazilian Symposium on Multimedia and the Web (WebMedia), 185-193 , 2025
    2025
  • Colepp: uma ferramenta multiplataforma para coleta de dados de dispositivos vestiveis
    VM de Jesus, AGC Pacheco
    arXiv preprint arXiv:2510.15565 , 2025
    2025
  • TransConv: a lightweight architecture based on transformers and convolutional neural networks for adenocarcinoma and Barrett’s esophagus identification
    LA Souza Jr, AGC Pacheco, AFD Souza, T Oliveira-Santos, C Badue, ...
    Neural Computing and Applications 37 (20), 15535-15546 , 2025
    2025
  • In the picture: Medical imaging datasets, artifacts, and their living review
    A Jiménez-Sánchez, NR Avlona, S De Boer, VM Campello, A Feragen, ...
    Proceedings of the 2025 ACM conference on fairness, accountability, and … , 2025
    2025
    Citations: 24
  • Uma Abordagem Baseada em LLMs para Análise de Desinformaçao sobre Vacinas
    A Cavalini, LF Turi, AGC Pacheco, G Comarela
    Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS), 272-283 , 2025
    2025
  • Evaluating Deep Neural Skin Cancer Classifiers With Multiple Images Inputs
    AS Magalhaes, LA Souza Jr, AGC Pacheco
    Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS), 772-782 , 2025
    2025
    Citations: 1
  • Anotação de imagens médicas assistida por IA: um estudo sobre segmentação de lesões de pele por não especialistas
    LM Scaramussa, AGC Pacheco
    Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS), 152-163 , 2025
    2025
  • Method and wearable electronic system for predicting the heart rate of a user during a physical activity, and, non-transitory computer readable storage medium
    AGC PACHECO, FAC CABELLO, OAB Penatti, S Lee, H KIM, D Lee
    US Patent 12,226,196 , 2025
    2025
  • In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
    NR Avlona, S de Boer, VM Campello, A Feragen, E Ferrante, M Ganz, ...
    2025
  • LiwTERM: A lightweight transformer-based model for dermatological multimodal lesion detection
    LA Souza, AGC Pacheco, GG De Angelo, T Oliveira-Santos, C Palm, ...
    2024 37th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 1-6 , 2024
    2024
    Citations: 10
  • DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett’s esophagus
    LA Souza Jr, AGC Pacheco, LA Passos, MCS Santana, R Mendel, ...
    Neural Computing and Applications 36 (18), 10445-10459 , 2024
    2024
    Citations: 3
  • SADE: Software de Análise Dermatológica-Um sistema de coleta, gerenciamento e triagem de lesões de pele
    AGC Pacheco, CO Vicente, EP Magesk, GS Lucas, GT Caldana, ...
    Simpósio Brasileiro de Sistemas Multimídia e Web (WebMedia), 111-114 , 2023
    2023
    Citations: 1
  • Towards low-power heart rate estimation based on user’s demographics and activity level for wearables
    AGC Pacheco, FAC Cabello, AMO Fonoff, PG Rodrigues, OAB Penatti, ...
    ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and … , 2023
    2023
    Citations: 6
  • Learning to Estimate Heart Rate From Accelerometer and User's Demographics During Physical Exercises
    AGC Pacheco, FAC Cabello, PG Rodrigues, DC Miraldo, VBO Fioravanti, ...
    IEEE Journal of Biomedical and Health Informatics 28 (9), 5092-5102 , 2023
    2023
    Citations: 3
  • Learning multiplane images from single views with self-supervision
    GSP Carvalho, DC Luvizon, AJ Neto, AGC Pacheco, OAB Penatti
    The British Machine Vision Conference (BMVC) 2021 , 2021
    2021
    Citations: 2
  • Improving deep learning sound events classifiers using gram matrix feature-wise correlations
    AJ Neto, AGC Pacheco, DC Luvizon
    ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and … , 2021
    2021
    Citations: 6

MOST CITED SCHOLAR PUBLICATIONS

  • PAD-UFES-20: A skin lesion dataset composed of patient data and clinical images collected from smartphones
    AGC Pacheco, GR Lima, AS Salomao, B Krohling, IP Biral, GG de Angelo, ...
    Data in brief 32, 106221 , 2020
    2020
    Citations: 440
  • A-TOPSIS–an approach based on TOPSIS for ranking evolutionary algorithms
    RA Krohling, AGC Pacheco
    Procedia Computer Science 55, 308-317 , 2015
    2015
    Citations: 302
  • The impact of patient clinical information on automated skin cancer detection
    AGC Pacheco, RA Krohling
    Computers in biology and medicine 116, 103545 , 2020
    2020
    Citations: 292
  • An attention-based mechanism to combine images and metadata in deep learning models applied to skin cancer classification
    AGC Pacheco, RA Krohling
    IEEE journal of biomedical and health informatics 25 (9), 3554-3563 , 2021
    2021
    Citations: 271
  • IF-TODIM: An intuitionistic fuzzy TODIM to multi-criteria decision making
    RA Krohling, AGC Pacheco, ALT Siviero
    Knowledge-Based Systems 53, 142-146 , 2013
    2013
    Citations: 206
  • Time series prediction using restricted boltzmann machines and backpropagation
    R Hrasko, AGC Pacheco, RA Krohling
    Procedia Computer Science 55, 990-999 , 2015
    2015
    Citations: 99
  • Skin cancer detection based on deep learning and entropy to detect outlier samples
    AGC Pacheco, AR Ali, T Trappenberg
    Medical Image Computing and Computer Assisted Intervention (MICCAI) at Skin … , 2019
    2019
    Citations: 81
  • TODIM and TOPSIS with Z-numbers
    RA Krohling, AGC Pacheco, GA dos Santos
    Frontiers of Information Technology & Electronic Engineering 20 (2), 283-291 , 2019
    2019
    Citations: 81
  • Recent advances in deep learning applied to skin cancer detection
    AGC Pacheco, RA Krohling
    Neural Information Processing Systems @ Retrospectives workshop , 2019
    2019
    Citations: 77
  • On out-of-distribution detection algorithms with deep neural skin cancer classifiers
    AGC Pacheco, CS Sastry, T Trappenberg, S Oore, RA Krohling
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern … , 2020
    2020
    Citations: 65
  • Interval-valued intuitionistic fuzzy TODIM
    RA Krohling, AGC Pacheco
    Procedia Computer Science 31, 236-244 , 2014
    2014
    Citations: 47
  • Restricted Boltzmann machine to determine the input weights for extreme learning machines
    AGC Pacheco, RA Krohling, CAS da Silva
    Expert Systems with Applications 96, 77-85 , 2018
    2018
    Citations: 44
  • A smartphone based application for skin cancer classification using deep learning with clinical images and lesion information
    B Krohling, PBC Castro, AGC Pacheco, RA Krohling
    arXiv preprint arXiv:2104.14353 , 2021
    2021
    Citations: 33
  • Aggregation of neural classifiers using Choquet integral with respect to a fuzzy measure
    AGC Pacheco, RA Krohling
    Neurocomputing 292, 151-164 , 2018
    2018
    Citations: 33
  • An app to detect melanoma using deep learning: An approach to handle imbalanced data based on evolutionary algorithms
    PBC Castro, B Krohling, AGC Pacheco, RA Krohling
    2020 international joint conference on neural networks (IJCNN), 1-6 , 2020
    2020
    Citations: 29
  • Skin lesion segmentation using deep learning for images acquired from smartphones
    GGD Angelo, AGC Pacheco, RA Krohling
    IEEE International Joint Conference on Neural Networks (IJCNN) , 2019
    2019
    Citations: 27
  • Reconhecimento de imagens bidimensionais utilizando Redes Neurais Artificiais
    G Perelmuter, EV Carrera, M Vellasco, A Pacheco
    Anais do VIII Sibgrapi, 197-203 , 1995
    1995
    Citations: 27
  • Detection of melanoma from skin lesion images using deep learning techniques
    V Shah, P Autee, P Sonawane
    2020 International Conference on Data Science and Engineering (ICDSE), 1-8 , 2020
    2020
    Citations: 25
  • Learning dynamic weights for an ensemble of deep models applied to medical imaging classification
    AGC Pacheco, T Trappenberg, RA Krohling
    2020 International Joint Conference on Neural Networks (IJCNN), 1-8 , 2020
    2020
    Citations: 25
  • In the picture: Medical imaging datasets, artifacts, and their living review
    A Jiménez-Sánchez, NR Avlona, S De Boer, VM Campello, A Feragen, ...
    Proceedings of the 2025 ACM conference on fairness, accountability, and … , 2025
    2025
    Citations: 24