Ester Bonmati

According to our database, Ester Bonmati authored at least 32 papers between 2015 and 2024.

Collaborative distances:

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

2024

The distinct roles of reinforcement learning between pre-procedure and intra-procedure planning for prostate biopsy.

Iani J. M. B. Gayo, Shaheer U. Saeed, Ester Bonmati, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu

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

AI-assisted prostate cancer detection and localisation on biparametric MR by classifying radiologist-positives.

Xiangcen Wu, Yipei Wang, Qianye Yang, Natasha Thorley, Shonit Punwani, Veeru Kasivisvanathan, Ester Bonmati, Yipeng Hu

CoRR, 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

2023

3D CATBraTS: Channel Attention Transformer for Brain Tumour Semantic Segmentation.

Rim El Badaoui, Ester Bonmati Coll, Aleka Psarrou, Barbara Villarini

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

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

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

Image quality assessment for closed-loop computer-assisted lung ultrasound.

Zachary M. C. Baum, Ester Bonmati, Lorenzo Cristoni, Andrew Walden, Ferran Prados, Baris Kanber, Dean C. Barratt, David J. Hawkes, Geoff J. M. Parker, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 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

DeepReg: a deep learning toolkit for medical image registration.

Yunguan Fu, Nina Montaña Brown, Shaheer U. Saeed, Adrià Casamitjana, Zachary M. C. Baum, Rémi Delaunay, Qianye Yang, Alexander Grimwood, Zhe Min, Stefano B. Blumberg, Juan Eugenio Iglesias, Dean C. Barratt, Ester Bonmati, Daniel C. Alexander, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu

Dataset, November, 2020

DeepReg: a deep learning toolkit for medical image registration.

Yunguan Fu, Nina Montaña Brown, Shaheer U. Saeed, Adrià Casamitjana, Zachary Baum, Rémi Delaunay, Qianye Yang, Alexander Grimwood, Zhe Min, Stefano B. Blumberg, Juan Eugenio Iglesias, Dean C. Barratt, Ester Bonmati, Daniel C. Alexander, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu

J. Open Source Softw., 2020

Introduction to Medical Image Registration with DeepReg, Between Old and New.

Nina Montaña Brown, Yunguan Fu, Shaheer U. Saeed, Adrià Casamitjana, Zachary M. C. Baum, Rémi Delaunay, Qianye Yang, Alex Grimwood, Zhe Min, Ester Bonmati, Tom Vercauteren, Matthew J. Clarkson, Yipeng Hu

CoRR, 2020

SciKit-Surgery: compact libraries for surgical navigation.

Stephen A. Thompson, Thomas Dowrick, Mian Ahmad, Goufang Xiao, Bongjin Koo, Ester Bonmati, Kim Kahl, Matthew J. Clarkson

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

Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification.

Alex Grimwood, Helen McNair, Yipeng Hu, Ester Bonmati, Dean C. Barratt, Emma J. Harris

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Automatic segmentation of prostate MRI using convolutional neural networks: Investigating the impact of network architecture on the accuracy of volume measurement and MRI-ultrasound registration.

Nooshin Ghavami, Yipeng Hu, Eli Gibson, Ester Bonmati, Mark Emberton, Caroline M. Moore, Dean C. Barratt

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

Weakly-supervised convolutional neural networks for multimodal image registration.

Yipeng Hu, Marc Modat, Eli Gibson, Wenqi Li, Nooshin Ghavami, Ester Bonmati, Guotai Wang, Steven Bandula, Caroline M. Moore, Mark Emberton, Sébastien Ourselin, J. Alison Noble, Dean C. Barratt, Tom Vercauteren

Medical Image Anal., 2018

Novel Brain Complexity Measures Based on Information Theory.

Ester Bonmati, Anton Bardera, Miquel Feixas, Imma Boada

Entropy, 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

Automatic slice segmentation of intraoperative transrectal ultrasound images using convolutional neural networks.

Nooshin Ghavami, Yipeng Hu, Ester Bonmati, Rachael Rodell, Eli Gibson, Caroline M. Moore, Dean C. Barratt

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Technical note: automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network.

Ester Bonmati, Yipeng Hu, Nikhil Sindhwani, Hans Peter Dietz, Jan D'hooge, Dean C. Barratt, Jan Deprest, Tom Vercauteren

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Adversarial Deformation Regularization for Training Image Registration Neural Networks.

Yipeng Hu, Eli Gibson, Nooshin Ghavami, Ester Bonmati, Caroline M. Moore, Mark Emberton, Tom Vercauteren, J. Alison Noble, Dean C. Barratt

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Label-driven weakly-supervised learning for multimodal deformarle image registration.

Yipeng Hu, Marc Modat, Eli Gibson, Nooshin Ghavami, Ester Bonmati, Caroline M. Moore, Mark Emberton, J. Alison Noble, Dean C. Barratt, Tom Vercauteren

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network.

Ester Bonmati, Yipeng Hu, Nikhil Sindhwani, Hans Peter Dietz, Jan D'hooge, Dean C. Barratt, Jan Deprest, Tom Vercauteren

CoRR, 2017

Label-driven weakly-supervised learning for multimodal deformable image registration.

Yipeng Hu, Marc Modat, Eli Gibson, Nooshin Ghavami, Ester Bonmati, Caroline M. Moore, Mark Emberton, J. Alison Noble, Dean C. Barratt, Tom Vercauteren

CoRR, 2017

Brain parcellation based on information theory.

Ester Bonmati, Anton Bardera, Imma Boada

Comput. Methods Programs Biomed., 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

Study of brain complexity using information theory tools.

Ester Bonmati

PhD thesis, 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

2015

Hierarchical clustering based on the information bottleneck method using a control process.

Ester Bonmati, Anton Bardera, Imma Boada, Miquel Feixas, Mateu Sbert

Pattern Anal. Appl., 2015