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ORCIDSérgio Pereira
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2020 – today
- 2024
[e2]Seyed-Ahmad Ahmadi
, Sérgio Pereira:
Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology - 5th MICCAI Workshop, GRAIL 2023 and 1st MICCAI Challenge, OCELOT 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, September 23, and October 4, 2023, Proceedings. Lecture Notes in Computer Science 14373, Springer 2024, ISBN 978-3-031-55087-4 [contents]- [i13]Biagio Brattoli, Mohammad Mostafavi, Taebum Lee, Wonkyung Jung, Jeongun Ryu, Seonwook Park, Jongchan Park, Sérgio Pereira, Seunghwan Shin, Sangjoon Choi, Hyojin Kim, Donggeun Yoo, Siraj M. Ali, Kyunghyun Paeng, Chan-Young Ock, Soo Ick Cho, Seokhwi Kim:
Generalizing AI-driven Assessment of Immunohistochemistry across Immunostains and Cancer Types: A Universal Immunohistochemistry Analyzer. CoRR abs/2407.20643 (2024) - 2023
- [j9]Isabelle Ietka, Carlos Moutinho, Sérgio Pereira, Álvaro Cunha:
Structural Monitoring of a Large-Span Arch Bridge Using Customized Sensors. Sensors 23(13): 5971 (2023) - [c14]Mingu Kang, Heon Song, Seonwook Park, Donggeun Yoo, Sérgio Pereira:
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets. CVPR 2023: 3344-3354 - [c13]Jeongun Ryu, Aaron Valero Puche, Jaewoong Shin, Seonwook Park, Biagio Brattoli, Jinhee Lee, Wonkyung Jung, Soo Ick Cho, Kyunghyun Paeng, Chan-Young Ock, Donggeun Yoo, Sérgio Pereira:
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology. CVPR 2023: 23902-23912 - [i12]Jeongun Ryu, Aaron Valero Puche, Jaewoong Shin, Seonwook Park, Biagio Brattoli, Jinhee Lee, Wonkyung Jung, Soo Ick Cho, Kyunghyun Paeng, Chan-Young Ock, Donggeun Yoo, Sérgio Pereira:
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology. CoRR abs/2303.13110 (2023) - 2022
- [c12]Manuela Ferreira, Sérgio Pereira, Sílvia Araújo, Sérgio F. Lopes:
Science Mapping on Tourism and Technology: A Bibliometric Approach. ARTIIS (2) 2022: 256-268 - [c11]Chunggi Lee, Seonwook Park, Heon Song, Jeongun Ryu, Sanghoon Kim, Haejoon Kim, Sérgio Pereira, Donggeun Yoo:
Interactive Multi-Class Tiny-Object Detection. CVPR 2022: 14116-14125 - [c10]Cholmin Kang, Chunggi Lee, Heon Song, Minuk Ma, Sérgio Pereira:
Variability Matters: Evaluating Inter-Rater Variability in Histopathology for Robust Cell Detection. ECCV Workshops (7) 2022: 552-565 - [i11]Chunggi Lee, Seonwook Park, Heon Song, Jeongun Ryu, Sanghoon Kim, Haejoon Kim, Sérgio Pereira, Donggeun Yoo:
Interactive Multi-Class Tiny-Object Detection. CoRR abs/2203.15266 (2022) - [i10]Cholmin Kang, Chunggi Lee, Heon Song, Minuk Ma, Sérgio Pereira:
Variability Matters : Evaluating inter-rater variability in histopathology for robust cell detection. CoRR abs/2210.05175 (2022) - [i9]Mingu Kang, Heon Song, Seonwook Park, Donggeun Yoo, Sérgio Pereira:
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets. CoRR abs/2212.04690 (2022) - 2021
- [j8]Adriano Pinto, Sérgio Pereira, Raphael Meier, Roland Wiest, Victor Alves, Mauricio Reyes, Carlos A. Silva:
Combining unsupervised and supervised learning for predicting the final stroke lesion. Medical Image Anal. 69: 101888 (2021) - [i8]Adriano Pinto, Sérgio Pereira, Raphael Meier, Roland Wiest, Victor Alves, Mauricio Reyes, Carlos A. Silva:
Combining unsupervised and supervised learning for predicting the final stroke lesion. CoRR abs/2101.00489 (2021) - [i7]Carlos A. Silva, Adriano Pinto, Sérgio Pereira, Ana Lopes:
Multi-stage Deep Layer Aggregation for Brain Tumor Segmentation. CoRR abs/2101.00490 (2021) - [i6]Sérgio Pereira, David Cerdeira, Cristiano Rodrigues, Sandro Pinto:
Towards a Trusted Execution Environment via Reconfigurable FPGA. CoRR abs/2107.03781 (2021) - 2020
- [c9]Carlos A. Silva, Adriano Pinto, Sérgio Pereira, Ana Lopes:
Multi-stage Deep Layer Aggregation for Brain Tumor Segmentation. BrainLes@MICCAI (2) 2020: 179-188 - [i5]Sérgio Pereira, Adriano Pinto, Joana Amorim, Alexandrine Ribeiro, Victor Alves, Carlos A. Silva:
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks. CoRR abs/2006.11193 (2020)
2010 – 2019
- 2019
- [j7]Sérgio Pereira, Adriano Pinto, Joana Amorim, Alexandrine Ribeiro, Victor Alves, Carlos A. Silva:
Adaptive Feature Recombination and Recalibration for Semantic Segmentation With Fully Convolutional Networks. IEEE Trans. Medical Imaging 38(12): 2914-2925 (2019) - 2018
- [j6]Américo Oliveira, Sérgio Pereira, Carlos A. Silva:
Retinal vessel segmentation based on Fully Convolutional Neural Networks. Expert Syst. Appl. 112: 229-242 (2018) - [j5]Sérgio Pereira, Raphael Meier, Richard McKinley, Roland Wiest, Victor Alves, Carlos A. Silva, Mauricio Reyes:
Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation. Medical Image Anal. 44: 228-244 (2018) - [j4]Adriano Pinto, Sérgio Pereira, Deolinda M. L. D. Rasteiro, Carlos A. Silva:
Hierarchical brain tumour segmentation using extremely randomized trees. Pattern Recognit. 82: 105-117 (2018) - [c8]Sérgio Pereira, Raphael Meier, Victor Alves, Mauricio Reyes, Carlos A. Silva:
Automatic Brain Tumor Grading from MRI Data Using Convolutional Neural Networks and Quality Assessment. MLCN/DLF/iMIMIC@MICCAI 2018: 106-114 - [c7]Adriano Pinto, Sérgio Pereira, Raphael Meier, Victor Alves, Roland Wiest, Carlos A. Silva, Mauricio Reyes:
Enhancing Clinical MRI Perfusion Maps with Data-Driven Maps of Complementary Nature for Lesion Outcome Prediction. MICCAI (3) 2018: 107-115 - [c6]Sérgio Pereira, Victor Alves, Carlos A. Silva:
Adaptive Feature Recombination and Recalibration for Semantic Segmentation: Application to Brain Tumor Segmentation in MRI. MICCAI (3) 2018: 706-714 - [e1]Danail Stoyanov, Zeike Taylor, Seyed Mostafa Kia, Ipek Oguz, Mauricio Reyes, Anne L. Martel, Lena Maier-Hein, Andre F. Marquand, Edouard Duchesnay, Tommy Löfstedt, Bennett A. Landman, M. Jorge Cardoso, Carlos A. Silva, Sérgio Pereira, Raphael Meier:
Understanding and Interpreting Machine Learning in Medical Image Computing Applications - First International Workshops MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings. Lecture Notes in Computer Science 11038, Springer 2018, ISBN 978-3-030-02627-1 [contents] - [i4]Sérgio Pereira, Victor Alves, Carlos A. Silva:
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI. CoRR abs/1806.02318 (2018) - [i3]Adriano Pinto, Sérgio Pereira, Raphael Meier, Victor Alves, Roland Wiest, Carlos A. Silva, Mauricio Reyes:
Enhancing clinical MRI Perfusion maps with data-driven maps of complementary nature for lesion outcome prediction. CoRR abs/1806.04413 (2018) - [i2]Sérgio Pereira, Raphael Meier, Victor Alves, Mauricio Reyes, Carlos A. Silva:
Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment. CoRR abs/1809.09468 (2018) - [i1]Américo Oliveira, Sérgio Pereira, Carlos A. Silva:
Retinal vessel segmentation based on Fully Convolutional Neural Networks. CoRR abs/1812.07110 (2018) - 2016
- [j3]Sérgio Pereira, Adriano Pinto, Victor Alves, Carlos A. Silva:
Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images. IEEE Trans. Medical Imaging 35(5): 1240-1251 (2016) - 2015
- [j2]Adriënne M. Mendrik, Koen L. Vincken, Hugo J. Kuijf, Marcel Breeuwer, Willem H. Bouvy, Jeroen de Bresser, Amir Alansary, Marleen de Bruijne, Aaron Carass, Ayman El-Baz, Amod Jog, Ranveer Katyal, Ali R. Khan, Fedde van der Lijn, Qaiser Mahmood, Ryan Mukherjee, Annegreet van Opbroek, Sahil Paneri, Sérgio Pereira, Mikael Persson, Martin Rajchl, Duygu Sarikaya, Örjan Smedby, Carlos A. Silva, Henri A. Vrooman, Saurabh Vyas, Chunliang Wang, Liang Zhao, Geert Jan Biessels, Max A. Viergever:
MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans. Comput. Intell. Neurosci. 2015: 813696:1-813696:16 (2015) - [j1]Bjoern H. Menze, András Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin S. Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth R. Gerstner, Marc-André Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Herve Delingette, Çagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, José Antonio Mariz, Raphael Meier, Sérgio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael T. Ryan, Duygu Sarikaya, Lawrence H. Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno J. Sousa, Nagesh K. Subbanna, Gábor Székely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gözde B. Ünal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, Darko Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput:
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans. Medical Imaging 34(10): 1993-2024 (2015) - [c5]Sérgio Pereira, José Antonio Mariz, Nuno J. Sousa, J. H. Correia, Carlos A. Silva:
A Fully Automatic Tool for Counting Virchow-Robin Spaces in Magnetic Resonance Imaging for Lacunar Stroke Study. BIOIMAGING 2015: 69-75 - [c4]Jorge Oliveira, Sérgio Pereira, Luís Gonçalves, Manuel Ferreira, Carlos A. Silva:
Sparse high order potentials for extending multi-surface segmentation of OCT images with drusen. EMBC 2015: 2952-2955 - [c3]Adriano Pinto, Sérgio Pereira, Higino Correia, Jorge F. Oliveira, Deolinda M. L. D. Rasteiro, Carlos A. Silva:
Brain Tumour Segmentation based on Extremely Randomized Forest with high-level features. EMBC 2015: 3037-3040 - [c2]Sérgio Pereira, Adriano Pinto, Victor Alves, Carlos A. Silva:
Deep Convolutional Neural Networks for the Segmentation of Gliomas in Multi-sequence MRI. Brainles@MICCAI 2015: 131-143 - 2014
- [c1]Rui Pereira, Carla Barros, Sérgio Pereira, Paulo M. Mendes, Carlos A. Silva:
A middleware for intelligent environments in ambient assisted living. EMBC 2014: 5924-5927
Coauthor Index
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