Stephen P. Pereira

22 papers Journal 18Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Competing for Pixels: A Self-Play Algorithm for Weakly-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 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
2024	J	`jnl`	Active learning using adaptable task-based prioritisation. Medical Image Anal. 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
2024	J	`jnl`	Competing for pixels: a self-play algorithm for weakly-supervised segmentation. CoRR 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
2024	J	`jnl`	Identification of a serum proteomic biomarker panel using diagnosis specific ensemble learning and symptoms for early pancreatic cancer detection. PLoS Comput. Biol. 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
2022	J	`jnl`	Active learning using adaptable task-based prioritisation. CoRR 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
2022	J	`jnl`	Deep hashing for global registration of untracked 2D laparoscopic ultrasound to CT. Int. J. Comput. Assist. Radiol. Surg. 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
2022	J	`jnl`	Voice-Assisted Image Labeling for Endoscopic Ultrasound Classification Using Neural Networks. IEEE Trans. Medical Imaging 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
2021	—	`conf`	Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network. ASMUS@MICCAI 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
2021	J	`jnl`	Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks. CoRR 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
2021	J	`jnl`	Zero-Shot Super-Resolution With a Physically-Motivated Downsampling Kernel for Endomicroscopy. IEEE Trans. Medical Imaging Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Matthew J. Clarkson, Stephen P. Pereira, Tom Vercauteren
2021	J	`jnl`	Zero-shot super-resolution with a physically-motivated downsampling kernel for endomicroscopy. CoRR Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Matthew J. Clarkson, Stephen P. Pereira, Tom Vercauteren
2020	J	`jnl`	Learning from irregularly sampled data for endomicroscopy super-resolution: a comparative study of sparse and dense approaches. Int. J. Comput. Assist. Radiol. Surg. Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Daniele Ravì, Matthew J. Clarkson, Stephen P. Pereira, Tom Vercauteren
2019	J	`jnl`	Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy. CoRR Daniele Ravì, Agnieszka Barbara Szczotka, Stephen P. Pereira, Tom Vercauteren
2019	J	`jnl`	Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy. Medical Image Anal. Daniele Ravì, Agnieszka Barbara Szczotka, Stephen P. Pereira, Tom Vercauteren
2019	J	`jnl`	Learning from Irregularly Sampled Data for Endomicroscopy Super-resolution: A Comparative Study of Sparse and Dense Approaches. CoRR Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Daniele Ravì, Matthew J. Clarkson, Stephen P. Pereira, Tom Vercauteren
2018	J	`jnl`	Automatic Multi-Organ Segmentation on Abdominal CT With Dense V-Networks. IEEE Trans. Medical Imaging Eli Gibson, Francesco Giganti, Yipeng Hu, Ester Bonmati, Steve Bandula, Kurinchi Gurusamy, Brian R. Davidson, Stephen P. Pereira, Matthew J. Clarkson, Dean C. Barratt
2018	J	`jnl`	Determination of optimal ultrasound planes for the initialisation of image registration during endoscopic ultrasound-guided procedures. Int. J. Comput. Assist. Radiol. Surg. Ester Bonmati, Yipeng Hu, Eli Gibson, Laura Uribarri, Geri Keane, Kurinchi Gurusamy, Brian R. Davidson, Stephen P. Pereira, Matthew J. Clarkson, Dean C. Barratt
2018	J	`jnl`	Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction. Int. J. Comput. Assist. Radiol. Surg. Daniele Ravì, Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Stephen P. Pereira, Tom Vercauteren
2018	J	`jnl`	Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction. CoRR Daniele Ravì, Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Stephen P. Pereira, Tom Vercauteren
2017	—	`conf`	Towards Image-Guided Pancreas and Biliary Endoscopy: Automatic Multi-organ Segmentation on Abdominal CT with Dense Dilated Networks. MICCAI (1) Eli Gibson, Francesco Giganti, Yipeng Hu, Ester Bonmati, Steve Bandula, Kurinchi Gurusamy, Brian R. Davidson, Stephen P. Pereira, Matthew J. Clarkson, Dean C. Barratt
2016	—	`conf`	2D-3D Registration Accuracy Estimation for Optimised Planning of Image-Guided Pancreatobiliary Interventions. MICCAI (1) Yipeng Hu, Ester Bonmati, Eli Gibson, John H. Hipwell, David J. Hawkes, Steven Bandula, Stephen P. Pereira, Dean C. Barratt
2016	—	`conf`	Assessment of Electromagnetic Tracking Accuracy for Endoscopic Ultrasound. CARE@MICCAI Ester Bonmati, Yipeng Hu, Kurinchi Gurusamy, Brian R. Davidson, Stephen P. Pereira, Matthew J. Clarkson, Dean C. Barratt