Stephen P. Pereira

According to our database, Stephen P. Pereira authored at least 17 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Competing for Pixels: A Self-Play Algorithm for Weakly-Supervised Semantic Segmentation.

Shaheer U. Saeed, Shiqi Huang, João Ramalhinho, Iani J. M. B. Gayo, Nina Montaña Brown, Ester Bonmati, Stephen P. Pereira, Brian R. Davidson, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu

IEEE Trans. Pattern Anal. Mach. Intell., February, 2025

2024

Identification of a serum proteomic biomarker panel using diagnosis specific ensemble learning and symptoms for early pancreatic cancer detection.

Alexander Ney, Nuno R. Nené, Eva Sedlak, Pilar Acedo, Oleg Blyuss, Harry J. Whitwell, Eithne Costello, Aleksandra Gentry-Maharaj, Norman R. Williams, Usha Menon, Giuseppe K. Fusai, Alexey Zaikin, Stephen P. Pereira

PLoS Comput. Biol., 2024

Active learning using adaptable task-based prioritisation.

Shaheer U. Saeed, João Ramalhinho, Mark A. Pinnock, Ziyi Shen, Yunguan Fu, Nina Montaña Brown, Ester Bonmati, Dean C. Barratt, Stephen P. Pereira, Brian R. Davidson, Matthew J. Clarkson, Yipeng Hu

Medical Image Anal., 2024

Competing for pixels: a self-play algorithm for weakly-supervised segmentation.

Shaheer U. Saeed, Shiqi Huang, João Ramalhinho, Iani J. M. B. Gayo, Nina Montaña Brown, Ester Bonmati, Stephen P. Pereira, Brian R. Davidson, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu

CoRR, 2024

2022

Voice-Assisted Image Labeling for Endoscopic Ultrasound Classification Using Neural Networks.

Ester Bonmati, Yipeng Hu, Alexander Grimwood, Gavin J. Johnson, George Goodchild, Margaret G. Keane, Kurinchi Gurusamy, Brian R. Davidson, Matthew J. Clarkson, Stephen P. Pereira, Dean C. Barratt

IEEE Trans. Medical Imaging, 2022

Deep hashing for global registration of untracked 2D laparoscopic ultrasound to CT.

João Ramalhinho, Bongjin Koo, Nina Montaña Brown, Shaheer U. Saeed, Ester Bonmati, Kurinchi Gurusamy, Stephen P. Pereira, Brian R. Davidson, Yipeng Hu, Matthew J. Clarkson

Int. J. Comput. Assist. Radiol. Surg., 2022

2021

Zero-Shot Super-Resolution With a Physically-Motivated Downsampling Kernel for Endomicroscopy.

Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Matthew J. Clarkson, Stephen P. Pereira, Tom Vercauteren

IEEE Trans. Medical Imaging, 2021

Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks.

Ester Bonmati, Yipeng Hu, Alexander Grimwood, Gavin J. Johnson, George Goodchild, Margaret G. Keane, Kurinchi Gurusamy, Brian R. Davidson, Matthew J. Clarkson, Stephen P. Pereira, Dean C. Barratt

CoRR, 2021

Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network.

Alexander Grimwood, João Ramalhinho, Zachary M. C. Baum, Nina Montaña Brown, Gavin J. Johnson, Yipeng Hu, Matthew J. Clarkson, Stephen P. Pereira, Dean C. Barratt, Ester Bonmati

Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

2020

Learning from irregularly sampled data for endomicroscopy super-resolution: a comparative study of sparse and dense approaches.

Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Daniele Ravì, Matthew J. Clarkson, Stephen P. Pereira, Tom Vercauteren

Int. J. Comput. Assist. Radiol. Surg., 2020

2019

Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy.

Daniele Ravì, Agnieszka Barbara Szczotka, Stephen P. Pereira, Tom Vercauteren

Medical Image Anal., 2019

2018

Automatic Multi-Organ Segmentation on Abdominal CT With Dense V-Networks.

Eli Gibson, Francesco Giganti, Yipeng Hu, Ester Bonmati, Steve Bandula, Kurinchi Gurusamy, Brian R. Davidson, Stephen P. Pereira, Matthew J. Clarkson, Dean C. Barratt

IEEE Trans. Medical Imaging, 2018

Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction.

Daniele Ravì, Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Stephen P. Pereira, Tom Vercauteren

Int. J. Comput. Assist. Radiol. Surg., 2018

Determination of optimal ultrasound planes for the initialisation of image registration during endoscopic ultrasound-guided procedures.

Ester Bonmati, Yipeng Hu, Eli Gibson, Laura Uribarri, Geri Keane, Kurinchi Gurusamy, Brian R. Davidson, Stephen P. Pereira, Matthew J. Clarkson, Dean C. Barratt

Int. J. Comput. Assist. Radiol. Surg., 2018

2017

Towards Image-Guided Pancreas and Biliary Endoscopy: Automatic Multi-organ Segmentation on Abdominal CT with Dense Dilated Networks.

Eli Gibson, Francesco Giganti, Yipeng Hu, Ester Bonmati, Steve Bandula, Kurinchi Gurusamy, Brian R. Davidson, Stephen P. Pereira, Matthew J. Clarkson, Dean C. Barratt

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

2D-3D Registration Accuracy Estimation for Optimised Planning of Image-Guided Pancreatobiliary Interventions.

Yipeng Hu, Ester Bonmati, Eli Gibson, John H. Hipwell, David J. Hawkes, Steven Bandula, Stephen P. Pereira, Dean C. Barratt

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Assessment of Electromagnetic Tracking Accuracy for Endoscopic Ultrasound.

Ester Bonmati, Yipeng Hu, Kurinchi Gurusamy, Brian R. Davidson, Stephen P. Pereira, Matthew J. Clarkson, Dean C. Barratt

Proceedings of the Computer-Assisted and Robotic Endoscopy - Third International Workshop, 2016