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Books and Theses
- 2021
[b1]Teresa Araújo:
Diabetic Retinopathy Grading in Color Eye Fundus Images. University of Porto, Portugal, 2021
Journal Articles
- 2024
- [j17]Guilherme Aresta
, Teresa Araújo, Botond Fazekas, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
Interactive Deep Learning-Based Retinal OCT Layer Segmentation Refinement by Regressing Translation Maps. IEEE Access 12: 47009-47023 (2024) - [j16]Marzieh Oghbaie, Teresa Araújo, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
VLFATRollout: Fully transformer-based classifier for retinal OCT volumes. Comput. Medical Imaging Graph. 118: 102452 (2024) - [j15]Coen de Vente, Koenraad A. Vermeer, Nicolas Jaccard, He Wang, Hongyi Sun, Firas Khader, Daniel Truhn, Temirgali Aimyshev, Yerkebulan Zhanibekuly, Tien-Dung Le, Adrian Galdran, Miguel Ángel González Ballester, Gustavo Carneiro, Devika R. G, Hrishikesh Panikkasseril Sethumadhavan, Densen Puthussery, Hong Liu, Zekang Yang, Satoshi Kondo, Satoshi Kasai, Edward Wang, Ashritha Durvasula, Jónathan Heras, Miguel Ángel Zapata, Teresa Araújo, Guilherme Aresta, Hrvoje Bogunovic, Mustafa Arikan, Yeong Chan Lee, Hyun Bin Cho, Yoon Ho Choi, Abdul Qayyum, Imran Razzak, Bram van Ginneken, Hans G. Lemij, Clara I. Sánchez:
AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge. IEEE Trans. Medical Imaging 43(1): 542-557 (2024) - 2022
- [j14]Eduardo Conde-Sousa, João Vale, Ming Feng, Kele Xu, Yin Wang, Vincenzo Della Mea, David La Barbera, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Andreas Turzynski, Jacob Gildenblat, Eldad Klaiman, Yiyu Hong, Guilherme Aresta, Teresa Araújo, Paulo Aguiar, Catarina Eloy, António Polónia:
HEROHE Challenge: Predicting HER2 Status in Breast Cancer from Hematoxylin-Eosin Whole-Slide Imaging. J. Imaging 8(8): 213 (2022) - 2020
- [j13]Teresa Araújo, Guilherme Aresta, Luís Mendonça, Susana Penas, Carolina Maia, Ângela Carneiro, Ana Maria Mendonça, Aurélio Campilho:
Data Augmentation for Improving Proliferative Diabetic Retinopathy Detection in Eye Fundus Images. IEEE Access 8: 182462-182474 (2020) - [j12]Teresa Araújo, Guilherme Aresta, Luís Mendonça, Susana Penas, Carolina Maia, Ângela Carneiro, Ana Maria Mendonça, Aurélio Campilho:
DR|GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images. Medical Image Anal. 63: 101715 (2020) - [j11]Guilherme Aresta, Carlos A. Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho:
Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance. IEEE J. Biomed. Health Informatics 24(10): 2894-2901 (2020) - 2019
- [j10]Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Soumali Roychowdhury, Xiaowei Hu, Gabija Marsalkaite, Odysseas Zisimopoulos, Muneer Ahmad Dedmari, Fenqiang Zhao, Jonas Prellberg, Manish Sahu, Adrian Galdran, Teresa Araújo, Duc My Vo, Chandan Panda, Navdeep Dahiya, Satoshi Kondo, Zhengbing Bian, Gwenolé Quellec:
CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. Medical Image Anal. 52: 24-41 (2019) - [j9]Guilherme Aresta, Teresa Araújo, Scotty Kwok, Sai Saketh Chennamsetty, Mohammed Safwan K. P., Alex Varghese, Bahram Marami, Marcel Prastawa, Monica Chan, Michael J. Donovan, Gerardo Fernandez, Jack Zeineh, Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust, Quoc Dang Vu, Paulo Aguiar:
BACH: Grand challenge on breast cancer histology images. Medical Image Anal. 56: 122-139 (2019) - 2012
- [j8]Teresa Araujo, Rui Dinis:
Loading techniques for OFDM systems with nonlinear distortion effects. Trans. Emerg. Telecommun. Technol. 23(2): 121-132 (2012) - [j7]Teresa Araujo, Rui Dinis:
On the Accuracy of the Gaussian Approximation for the Evaluation of Nonlinear Effects in OFDM Signals. IEEE Trans. Commun. 60(2): 346-351 (2012) - 2010
- [j6]Rui Dinis, Teresa Araujo, Pedro Pedrosa, Fernando Nunes:
Communication Networks Joint turbo equalisation and carrier synchronisation for SC-FDE schemes. Eur. Trans. Telecommun. 21(2): 131-141 (2010) - [j5]Teresa Araujo, Rui Dinis:
Analytical Evaluation of Nonlinear Effects on OFDMA Signals. IEEE Trans. Wirel. Commun. 9(11): 3472-3479 (2010) - 2009
- [j4]Teresa Araujo, Rui Dinis:
Transmission Systems A spectrally efficient frequency diversity technique for single-carrier modulations with frequency division multiplexing. Eur. Trans. Telecommun. 20(5): 513-521 (2009) - [j3]Rui Dinis, Paulo Silva, Teresa Araujo:
Turbo equalization with cancelation of nonlinear distortion for CP-assisted and zero-padded MC-CDM schemes. IEEE Trans. Commun. 57(8): 2185-2189 (2009) - 2007
- [j2]Teresa Araujo, Rui Dinis:
Analytical Evaluation and Optimization of the Analog-to-Digital Converter in Software Radio Architectures. IEEE Trans. Veh. Technol. 56(4): 1964-1970 (2007) - [j1]Teresa Araujo, Rui Dinis:
Performance Evaluation of Quantization Effects on Multicarrier Modulated Signals. IEEE Trans. Veh. Technol. 56(5): 2922-2930 (2007)
Conference and Workshop Papers
- 2023
- [c16]Marzieh Oghbaie, Teresa Araújo, Taha Emre, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
Transformer-Based End-to-End Classification of Variable-Length Volumetric Data. MICCAI (6) 2023: 358-367 - 2020
- [c15]Ana Maria Mendonça, Tânia Melo, Teresa Araújo, Aurélio Campilho:
Optic Disc and Fovea Detection in Color Eye Fundus Images. ICIAR (2) 2020: 332-343 - 2019
- [c14]Pedro Costa, Teresa Araújo, Guilherme Aresta, Adrian Galdran, Ana Maria Mendonça, Asim Smailagic, Aurélio Campilho:
EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection. MVA 2019: 1-6 - 2018
- [c13]Adrian Galdran, Pedro Costa, Alessandro Bria, Teresa Araújo, Ana Maria Mendonça, Aurélio Campilho:
A No-Reference Quality Metric for Retinal Vessel Tree Segmentation. MICCAI (1) 2018: 82-90 - [c12]Teresa Araújo, Guilherme Aresta, Adrian Galdran, Pedro Costa, Ana Maria Mendonça, Aurélio Campilho:
UOLO - Automatic Object Detection and Segmentation in Biomedical Images. DLMIA/ML-CDS@MICCAI 2018: 165-173 - [c11]Guilherme Aresta, Teresa Araújo, Colin Jacobs, Bram van Ginneken, António Cunha, Isabel Ramos, Aurélio Campilho:
Towards an Automatic Lung Cancer Screening System in Low Dose Computed Tomography. RAMBO+BIA+TIA@MICCAI 2018: 310-318 - 2017
- [c10]Teresa Araujo, Guilherme Aresta, Bernardo Almada-Lobo, Ana Maria Mendonça, Aurélio J. C. Campilho:
Improving Convolutional Neural Network Design via Variable Neighborhood Search. ICIAR 2017: 371-379 - [c9]Teresa Araujo, Ana Maria Mendonça, Aurélio Campilho:
Estimation of retinal vessel caliber using model fitting and random forests. Computer-Aided Diagnosis 2017: 101341K - 2015
- [c8]Teresa Araujo, Guilherme Aresta, José Rouco, Carmen Ferreira, Elsa Azevedo, Aurélio J. C. Campilho:
Optical Flow Based Approach for Automatic Cardiac Cycle Estimation in Ultrasound Images of the Carotid. ICIAR 2015: 360-367 - 2010
- [c7]Teresa Araujo, Rui Dinis:
On the Accuracy of the Gaussian Approximation for the Evaluation of Nonlinear Effects in OFDM Signals. VTC Fall 2010: 1-5 - 2009
- [c6]Teresa Araujo, Rui Dinis:
Loading techniques for OFDM systems with nonlinear distortion effects. ISWCS 2009: 483-487 - 2008
- [c5]Teresa Araujo, Rui Dinis:
Analytical evaluation of nonlinear distortion effects on OFDMA signals used in the downlink transmission. ISWCS 2008: 31-36 - [c4]Teresa Araujo, Rui Dinis:
Analytical Evaluation of Nonlinear Distortion Effects on OFDMA Uplink Signals. VTC Spring 2008: 938-942 - 2007
- [c3]Rui Dinis, Paulo Silva, Teresa Araujo:
Turbo Equalization with Cancellation of Nonlinear Distortion Effects for CP-Assisted and Zero-Padded MC-CDMA Signals. VTC Fall 2007: 1182-1187 - 2004
- [c2]Teresa Araujo, Rui Dinis:
Analytical evaluation and optimization of the ADC (analog-to-digital converter) in software radio architectures. GLOBECOM 2004: 1066-1070 - [c1]Teresa Araujo, Rui Dinis:
Iterative equalization and carrier synchronization for single-carrier transmission over severe time-dispersive channels. GLOBECOM 2004: 3103-3107
Informal and Other Publications
- 2023
- [i10]Coen de Vente, Koenraad A. Vermeer, Nicolas Jaccard, He Wang, Hongyi Sun, Firas Khader, Daniel Truhn, Temirgali Aimyshev, Yerkebulan Zhanibekuly, Tien-Dung Le, Adrian Galdran, Miguel Ángel González Ballester, Gustavo Carneiro, Devika R. G, Hrishikesh P. S, Densen Puthussery, Hong Liu, Zekang Yang, Satoshi Kondo, Satoshi Kasai, Edward Wang, Ashritha Durvasula, Jónathan Heras, Miguel Ángel Zapata, Teresa Araújo, Guilherme Aresta, Hrvoje Bogunovic, Mustafa Arikan, Yeong Chan Lee, Hyun Bin Cho, Yoon Ho Choi, Abdul Qayyum, Imran Razzak, Bram van Ginneken, Hans G. Lemij, Clara I. Sánchez:
AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge. CoRR abs/2302.01738 (2023) - [i9]Marzieh Oghbaie, Teresa Araujo, Taha Emre, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
Transformer-based end-to-end classification of variable-length volumetric data. CoRR abs/2307.06666 (2023) - 2022
- [i8]Teresa Araújo, Guilherme Aresta, Hrvoje Bogunovic:
Deep Dirichlet uncertainty for unsupervised out-of-distribution detection of eye fundus photographs in glaucoma screening. CoRR abs/2202.12634 (2022) - 2021
- [i7]Eduardo Conde-Sousa, João Vale, Ming Feng, Kele Xu, Yin Wang, Vincenzo Della Mea, David La Barbera, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Andreas Turzynski, Jacob Gildenblat, Eldad Klaiman, Yiyu Hong, Guilherme Aresta, Teresa Araújo, Paulo Aguiar, Catarina Eloy, António Polónia:
HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization. CoRR abs/2111.04738 (2021) - 2019
- [i6]Guilherme Aresta, Carlos A. Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho:
Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance. CoRR abs/1910.03986 (2019) - [i5]Teresa Araújo, Guilherme Aresta, Luís Mendonça, Susana Penas, Carolina Maia, Ângela Carneiro, Ana Maria Mendonça, Aurélio Campilho:
DR|GRADUATE: uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images. CoRR abs/1910.11777 (2019) - 2018
- [i4]Guilherme Aresta, Teresa Araújo, Scotty Kwok, Sai Saketh Chennamsetty, Mohammed Safwan K. P., Alex Varghese, Bahram Marami, Marcel Prastawa, Monica Chan, Michael J. Donovan, Gerardo Fernandez, Jack Zeineh, Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust, Quoc Dang Vu, Minh Nguyen Nhat To, Eal Kim, Jin Tae Kwak, Sameh Galal, Veronica Sanchez-Freire, Nadia Brancati, Maria Frucci, Daniel Riccio, Yaqi Wang, Lingling Sun, Kaiqiang Ma, Jiannan Fang, Ismaël Koné, Lahsen Boulmane, Aurélio Campilho, Catarina Eloy, António Polónia, Paulo Aguiar:
BACH: Grand Challenge on Breast Cancer Histology Images. CoRR abs/1808.04277 (2018) - [i3]Teresa Araújo, Guilherme Aresta, Adrian Galdran, Pedro Costa, Ana Maria Mendonça, Aurélio Campilho:
UOLO - automatic object detection and segmentation in biomedical images. CoRR abs/1810.05729 (2018) - [i2]Guilherme Aresta, Colin Jacobs, Teresa Araújo, António Cunha, Isabel Ramos, Bram van Ginneken, Aurélio Campilho:
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network. CoRR abs/1811.12789 (2018) - 2017
- [i1]Adrian Galdran, Aitor Alvarez-Gila, Maria Inês Meyer, Cristina López Saratxaga, Teresa Araujo, Estíbaliz Garrote, Guilherme Aresta, Pedro Costa, Ana Maria Mendonça, Aurélio J. C. Campilho:
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis. CoRR abs/1703.03702 (2017)
Coauthor Index
aka: Aurélio Campilho
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