Sérgio Pereira

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 29

Top Topics

Brain Tumor Segmentation

Convolutional Neural Networks

Magnetic Resonance

Top Venues

IEEE Trans. Medical Imaging

Publications

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 (2024)
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 (2023)
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)
Mingu Kang, Heon Song, Seonwook Park, Donggeun Yoo, Sérgio Pereira
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets. CVPR (2023)
Isabelle Ietka, Carlos Moutinho, Sérgio Pereira, Álvaro Cunha
Structural Monitoring of a Large-Span Arch Bridge Using Customized Sensors. Sensors 23 (13) (2023)
Chunggi Lee, Seonwook Park, Heon Song, Jeongun Ryu, Sanghoon Kim, Haejoon Kim, Sérgio Pereira, Donggeun Yoo
Interactive Multi-Class Tiny-Object Detection. CoRR (2022)
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)
Mingu Kang, Heon Song, Seonwook Park, Donggeun Yoo, Sérgio Pereira
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets. CoRR (2022)
Cholmin Kang, Chunggi Lee, Heon Song, Minuk Ma, Sérgio Pereira
Variability Matters : Evaluating inter-rater variability in histopathology for robust cell detection. CoRR (2022)
Manuela Ferreira, Sérgio Pereira, Sílvia Araújo, Sérgio F. Lopes
Science Mapping on Tourism and Technology: A Bibliometric Approach. ARTIIS (2) (2022)
Chunggi Lee, Seonwook Park, Heon Song, Jeongun Ryu, Sanghoon Kim, Haejoon Kim, Sérgio Pereira, Donggeun Yoo
Interactive Multi-Class Tiny-Object Detection. CVPR (2022)
Sérgio Pereira, David Cerdeira, Cristiano Rodrigues, Sandro Pinto
Towards a Trusted Execution Environment via Reconfigurable FPGA. CoRR (2021)
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 (2021)
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 (2021)
Carlos A. Silva, Adriano Pinto, Sérgio Pereira, Ana Lopes
Multi-stage Deep Layer Aggregation for Brain Tumor Segmentation. CoRR (2021)
Carlos A. Silva, Adriano Pinto, Sérgio Pereira, Ana Lopes
Multi-stage Deep Layer Aggregation for Brain Tumor Segmentation. BrainLes@MICCAI (2) (2020)
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 (2020)
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) (2019)
Adriano Pinto, Sérgio Pereira, Deolinda M. L. D. Rasteiro, Carlos A. Silva
Hierarchical brain tumour segmentation using extremely randomized trees. Pattern Recognit. 82 (2018)
Sérgio Pereira, Victor Alves, Carlos A. Silva
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI. CoRR (2018)
Américo Oliveira, Sérgio Pereira, Carlos A. Silva
Retinal vessel segmentation based on Fully Convolutional Neural Networks. Expert Syst. Appl. 112 (2018)
Américo Oliveira, Sérgio Pereira, Carlos A. Silva
Retinal vessel segmentation based on Fully Convolutional Neural Networks. CoRR (2018)
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 (2018)
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)
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)
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 (2018)
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)
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 (2018)
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) (2016)
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 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) (2015)
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 (2015)
Sérgio Pereira, José Antonio Mariz, Nuno 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)
Adriano Pinto, Sérgio Pereira, Higino Correia, Jorge Oliveira, Deolinda M. L. D. Rasteiro, Carlos A. Silva
Brain Tumour Segmentation based on Extremely Randomized Forest with high-level features. EMBC (2015)
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)
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)
Rui Pereira, Carla Barros, Sérgio Pereira, Paulo M. Mendes, Carlos A. Silva
A middleware for intelligent environments in ambient assisted living. EMBC (2014)