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Tiago Filipe Sousa Gonçalves
Tiago Filipe Sousa Gonçalves
Research Assistant, INESC TEC, Porto | PhD Student, FEUP, Porto
Email confirmado em inesctec.pt - Página inicial
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A survey on attention mechanisms for medical applications: are we moving toward better Algorithms?
T Gonçalves, I Rio-Torto, LF Teixeira, JS Cardoso
IEEE Access 10, 98909-98935, 2022
372022
SYN-MAD 2022: Competition on face morphing attack detection based on privacy-aware synthetic training data
M Huber, F Boutros, AT Luu, K Raja, R Ramachandra, N Damer, PC Neto, ...
2022 IEEE International Joint Conference on Biometrics (IJCB), 1-10, 2022
322022
Weakly-supervised classification of HER2 expression in breast cancer haematoxylin and eosin stained slides
SP Oliveira, J Ribeiro Pinto, T Gonçalves, R Canas-Marques, MJ Cardoso, ...
Applied Sciences 10 (14), 4728, 2020
292020
Explainable biometrics in the age of deep learning
PC Neto, T Gonçalves, JR Pinto, W Silva, AF Sequeira, A Ross, ...
arXiv preprint arXiv:2208.09500, 2022
222022
Audiovisual classification of group emotion valence using activity recognition networks
JR Pinto, T Gonçalves, C Pinto, L Sanhudo, J Fonseca, F Gonçalves, ...
2020 IEEE 4th International Conference on Image Processing, Applications and …, 2020
172020
On the use of natural user interfaces in physical rehabilitation: A web-based application for patients with hip prosthesis
Y Rybarczyk, C Cointe, T Gonçalves, V Minhoto, JK Deters, S Villarreal, ...
Journal of Science and Technology of the Arts 10 (2), 15-24, 2018
132018
Computer-aided diagnosis through medical image retrieval in radiology
W Silva, T Gonçalves, K Härmä, E Schröder, VC Obmann, MC Barroso, ...
Scientific reports 12 (1), 20732, 2022
122022
Orthomad: Morphing attack detection through orthogonal identity disentanglement
PC Neto, T Gonçalves, M Huber, N Damer, AF Sequeira, JS Cardoso
2022 International Conference of the Biometrics Special Interest Group …, 2022
122022
An exploratory study of interpretability for face presentation attack detection
AF Sequeira, T Gonçalves, W Silva, JR Pinto, JS Cardoso
IET Biometrics, 2021
122021
Interpretable biometrics: Should we rethink how presentation attack detection is evaluated?
AF Sequeira, W Silva, JR Pinto, T Gonçalves, JS Cardoso
2020 8th International Workshop on Biometrics and Forensics (IWBF), 1-6, 2020
122020
Evaluating the ability of an artificial-intelligence cloud-based platform designed to provide information prior to locoregional therapy for breast cancer in improving patient’s …
O Kaidar-Person, M Antunes, JS Cardoso, O Ciani, H Cruz, R Di Micco, ...
PLoS One 18 (8), e0289365, 2023
112023
A novel approach to keypoint detection for the aesthetic evaluation of breast cancer surgery outcomes
T Gonçalves, W Silva, MJ Cardoso, JS Cardoso
Health and Technology 10, 891-903, 2020
82020
Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical Caption 2023.
I Rio-Torto, C Patrício, H Montenegro, T Gonçalves, JS Cardoso
CLEF (Working Notes), 1653-1667, 2023
72023
Unveiling the two-faced truth: Disentangling morphed identities for face morphing detection
E Caldeira, PC Neto, T Gonçalves, N Damer, AF Sequeira, JS Cardoso
2023 31st European Signal Processing Conference (EUSIPCO), 955-959, 2023
62023
Deep aesthetic assessment of breast cancer surgery outcomes
T Gonçalves, W Silva, J Cardoso
XV Mediterranean Conference on Medical and Biological Engineering and …, 2020
52020
Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical 2022 Caption.
I Rio-Torto, C Patrício, H Montenegro, T Gonçalves
CLEF (Working Notes), 1535-1553, 2022
32022
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology
T Gonçalves, D Pulido-Arias, J Willett, KV Hoebel, M Cleveland, ...
arXiv preprint arXiv:2404.16397, 2024
22024
Interpretability-Guided Human Feedback During Neural Network Training
P Serrano e Silva, R Cruz, ASM Shihavuddin, T Gonçalves
Iberian Conference on Pattern Recognition and Image Analysis, 276-287, 2023
22023
Evaluating privacy on synthetic images generated using gans: Contributions of the vcmi team to imageclefmedical gans 2023
H Montenegro, P Neto, C Patrício, I Rio-Torto, T Gonçalves, LF Teixeira
Challenge, 8, 2023
22023
Deep image segmentation for breast keypoint detection
T Gonçalves, W Silva, MJ Cardoso, JS Cardoso
Proceedings 54 (1), 35, 2020
22020
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