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Ester Bonmati
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2020 – today
- 2024
- [j13]Iani J. M. B. Gayo
, Shaheer U. Saeed, Ester Bonmati, Dean C. Barratt, Matthew J. Clarkson
The distinct roles of reinforcement learning between pre-procedure and intra-procedure planning for prostate biopsy. Int. J. Comput. Assist. Radiol. Surg. 19(6): 1003-1012 (2024) - [j12]Shaheer U. Saeed
Active learning using adaptable task-based prioritisation. Medical Image Anal. 95: 103181 (2024) - [i12]Shaheer U. Saeed, Shiqi Huang, João Ramalhinho, Iani J. M. B. Gayo, Nina Montaña Brown, Ester Bonmati, Stephen P. Pereira
Competing for pixels: a self-play algorithm for weakly-supervised segmentation. CoRR abs/2405.16628 (2024) - [i11]Xiangcen Wu, Yipei Wang, Qianye Yang, Natasha Thorley, Shonit Punwani, Veeru Kasivisvanathan, Ester Bonmati, Yipeng Hu:
AI-assisted prostate cancer detection and localisation on biparametric MR by classifying radiologist-positives. CoRR abs/2410.23084 (2024) - 2023
- [c11]Rim El Badaoui
3D CATBraTS: Channel Attention Transformer for Brain Tumour Semantic Segmentation. CBMS 2023: 489-494 - 2022
- [j11]João Ramalhinho
Deep hashing for global registration of untracked 2D laparoscopic ultrasound to CT. Int. J. Comput. Assist. Radiol. Surg. 17(8): 1461-1468 (2022) - [j10]Ester Bonmati
Voice-Assisted Image Labeling for Endoscopic Ultrasound Classification Using Neural Networks. IEEE Trans. Medical Imaging 41(6): 1311-1319 (2022) - [i10]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:
Active learning using adaptable task-based prioritisation. CoRR abs/2212.01703 (2022) - 2021
- [c10]Alexander Grimwood, João Ramalhinho
Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network. ASMUS@MICCAI 2021: 169-178 - [c9]Zachary M. C. Baum
Image quality assessment for closed-loop computer-assisted lung ultrasound. Image-Guided Procedures 2021 - [i9]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:
Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks. CoRR abs/2110.06367 (2021) - 2020
- [j9]Stephen A. Thompson
SciKit-Surgery: compact libraries for surgical navigation. Int. J. Comput. Assist. Radiol. Surg. 15(7): 1075-1084 (2020) - [j8]Yunguan Fu
DeepReg: a deep learning toolkit for medical image registration. J. Open Source Softw. 5(55): 2705 (2020) - [c8]Alex Grimwood
Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification. MICCAI (3) 2020: 544-552 - [d1]Yunguan Fu
DeepReg: a deep learning toolkit for medical image registration. Zenodo, 2020 - [i8]Zachary M. C. Baum, Ester Bonmati, Lorenzo Cristoni, Andrew Walden, Ferran Prados, Baris Kanber, Dean C. Barratt, David J. Hawkes, Geoffrey J. M. Parker, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu:
Image quality assessment for closed-loop computer-assisted lung ultrasound. CoRR abs/2008.08840 (2020) - [i7]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:
Introduction to Medical Image Registration with DeepReg, Between Old and New. CoRR abs/2009.01924 (2020) - [i6]Alexander Grimwood, Helen McNair, Yipeng Hu, Ester Bonmati, Dean C. Barratt, Emma J. Harris:
Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification. CoRR abs/2010.02732 (2020) - [i5]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:
DeepReg: a deep learning toolkit for medical image registration. CoRR abs/2011.02580 (2020)
2010 – 2019
- 2019
- [j7]Nooshin Ghavami
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. Medical Image Anal. 58 (2019) - 2018
- [j6]Ester Bonmati
Determination of optimal ultrasound planes for the initialisation of image registration during endoscopic ultrasound-guided procedures. Int. J. Comput. Assist. Radiol. Surg. 13(6): 875-883 (2018) - [j5]Ester Bonmati
Novel Brain Complexity Measures Based on Information Theory. Entropy 20(7): 491 (2018) - [j4]Yipeng Hu
Weakly-supervised convolutional neural networks for multimodal image registration. Medical Image Anal. 49: 1-13 (2018) - [j3]Eli Gibson
Automatic Multi-Organ Segmentation on Abdominal CT With Dense V-Networks. IEEE Trans. Medical Imaging 37(8): 1822-1834 (2018) - [c7]Yipeng Hu, Marc Modat
Label-driven weakly-supervised learning for multimodal deformarle image registration. ISBI 2018: 1070-1074 - [c6]Yipeng Hu, Eli Gibson, Nooshin Ghavami, Ester Bonmati, Caroline M. Moore
Adversarial Deformation Regularization for Training Image Registration Neural Networks. MICCAI (1) 2018: 774-782 - [c5]Ester Bonmati, Yipeng Hu, Nikhil Sindhwani, Hans Peter Dietz, Jan D'hooge
Technical note: automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network. Image-Guided Procedures 2018: 105760K - [c4]Nooshin Ghavami, Yipeng Hu, Ester Bonmati, Rachael Rodell, Eli Gibson, Caroline M. Moore
Automatic slice segmentation of intraoperative transrectal ultrasound images using convolutional neural networks. Image-Guided Procedures 2018: 1057603 - [i4]Yipeng Hu, Eli Gibson, Nooshin Ghavami, Ester Bonmati, Caroline M. Moore, Mark Emberton, Tom Vercauteren, J. Alison Noble, Dean C. Barratt:
Adversarial Deformation Regularization for Training Image Registration Neural Networks. CoRR abs/1805.10665 (2018) - [i3]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:
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration. CoRR abs/1807.03361 (2018) - 2017
- [j2]Ester Bonmati
Brain parcellation based on information theory. Comput. Methods Programs Biomed. 151: 203-212 (2017) - [c3]Eli Gibson, Francesco Giganti, Yipeng Hu, Ester Bonmati
Towards Image-Guided Pancreas and Biliary Endoscopy: Automatic Multi-organ Segmentation on Abdominal CT with Dense Dilated Networks. MICCAI (1) 2017: 728-736 - [i2]Yipeng Hu, Marc Modat
Label-driven weakly-supervised learning for multimodal deformable image registration. CoRR abs/1711.01666 (2017) - [i1]Ester Bonmati, Yipeng Hu, Nikhil Sindhwani, Hans Peter Dietz, Jan D'hooge, Dean C. Barratt, Jan Deprest, Tom Vercauteren:
Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network. CoRR abs/1712.06452 (2017) - 2016
- [b1]Ester Bonmati:
Study of brain complexity using information theory tools. University of Girona, Spain, 2016 - [c2]Ester Bonmati
Assessment of Electromagnetic Tracking Accuracy for Endoscopic Ultrasound. CARE@MICCAI 2016: 36-47 - [c1]Yipeng Hu, Ester Bonmati
2D-3D Registration Accuracy Estimation for Optimised Planning of Image-Guided Pancreatobiliary Interventions. MICCAI (1) 2016: 516-524 - 2015
- [j1]Ester Bonmati
Hierarchical clustering based on the information bottleneck method using a control process. Pattern Anal. Appl. 18(3): 619-637 (2015)
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