DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett’s esophagus
Souza Jr, Luis A., Pacheco, André G. C., Passos, Leandro A., Santana, Marcos C. S., Mendel, Robert, Ebigbo, Alanna, Probst, Andreas, Messmann, Helmut, Palm, Christoph, Papa, João Paulo
Published in Neural computing & applications (01.06.2024)
Published in Neural computing & applications (01.06.2024)
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Journal Article
TODIM and TOPSIS with Z-numbers
Krohling, Renato A., Pacheco, André G. C., dos Santos, Guilherme A.
Published in Frontiers of information technology & electronic engineering (01.02.2019)
Published in Frontiers of information technology & electronic engineering (01.02.2019)
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Journal Article
The impact of patient clinical information on automated skin cancer detection
Pacheco, Andre G.C., Krohling, Renato A.
Published in Computers in biology and medicine (01.01.2020)
Published in Computers in biology and medicine (01.01.2020)
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Journal Article
Learning to Estimate Heart Rate From Accelerometer and User's Demographics During Physical Exercises
Pacheco, Andre G. C., Cabello, Frank A. C., Rodrigues, Paula G., Miraldo, Desiree C., Fioravanti, Vanessa B. O., Lima, Rafael G., Pinto, Paula R., Fonoff, Adriana M. O., Penatti, Otavio A. B.
Published in IEEE journal of biomedical and health informatics (01.09.2024)
Published in IEEE journal of biomedical and health informatics (01.09.2024)
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Journal Article
IF-TODIM: An intuitionistic fuzzy TODIM to multi-criteria decision making
Krohling, Renato A., Pacheco, André G.C., Siviero, André L.T.
Published in Knowledge-based systems (01.11.2013)
Published in Knowledge-based systems (01.11.2013)
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Journal Article
Improving Deep Learning Sound Events Classifiers Using Gram Matrix Feature-Wise Correlations
Neto, Antonio Joia, Pacheco, Andre G. C., Luvizon, Diogo Carbonera
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Towards Low-Power Heart Rate Estimation Based on User's Demographics and Activity Level For Wearables
Pacheco, Andre G. C., Cabello, Frank A. C., Fonoff, Adriana M. O., Rodrigues, Paula G., Penatti, Otavio A. B., Pinto, Paula R.
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
On Out-of-Distribution Detection Algorithms with Deep Neural Skin Cancer Classifiers
Pacheco, Andre G. C., Sastry, Chandramouli S., Trappenberg, Thomas, Oore, Sageev, Krohling, Renato A.
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
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Conference Proceeding
Skin lesion segmentation using deep learning for images acquired from smartphones
De Angelo, Gabriel G., Pacheco, Andre G. C., Krohling, Renato A.
Published in 2019 International Joint Conference on Neural Networks (IJCNN) (01.07.2019)
Published in 2019 International Joint Conference on Neural Networks (IJCNN) (01.07.2019)
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Conference Proceeding
The impact of patient clinical information on automated skin cancer detection
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Paper
Journal Article
An app to detect melanoma using deep learning: An approach to handle imbalanced data based on evolutionary algorithms
Castro, Pedro B. C., Krohling, Breno, Pacheco, Andre G. C., Krohling, Renato A.
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
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Conference Proceeding
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection
Souza, Luis A., Pacheco, Andre G. C., de Angelo, Gabriel G., Oliveira-Santos, Thiago, Palm, Christoph, Papa, Joao P.
Published in 2024 37th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (30.09.2024)
Published in 2024 37th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (30.09.2024)
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Conference Proceeding
PAD-UFES-20: A skin lesion dataset composed of patient data and clinical images collected from smartphones
Pacheco, Andre G.C., Lima, Gustavo R., Salomão, Amanda S., Krohling, Breno, Biral, Igor P., de Angelo, Gabriel G., Alves Jr, Fábio C.R., Esgario, José G.M., Simora, Alana C., Castro, Pedro B.C., Rodrigues, Felipe B., Frasson, Patricia H.L., Krohling, Renato A., Knidel, Helder, Santos, Maria C.S., do Espírito Santo, Rachel B., Macedo, Telma L.S.G., Canuto, Tania R.P., de Barros, Luíz F.S.
Published in Data in brief (01.10.2020)
Published in Data in brief (01.10.2020)
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Journal Article