Automatic slice segmentation of intraoperative transrectal ultrasound images using convolutional neural networks
Nooshin Ghavami , Yipeng Hu , Ester Bonmati , Rachel Rodell
In: Fei, B and Webster, RJ, (eds.) Proceedings Volume 10576, Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling. (pp. p. 1057603). SPIE: Houston, Texas, United States. (2018) 10576 1057603
13
2018
Precision measurement of the structure of the CMS inner tracking system using nuclear interactions
Daniel Robert Abercrombie , Brandon Leigh Allen , Virginia Azzolini , Richard Alexander Barbieri
IOP Publishing
2018
3
2009
Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks
Tom Vercauteren , Hashim U. Ahmed , Dean C. Barratt , Yipeng Hu
arXiv: Computer Vision and Pattern Recognition
14
2017
Automated methods for neuron segmentation and analysis of electron microscope images
J. Maxwell Donelan , Mirza Faisal Beg , Jingyun Chen , Heather L. More
CMBES Proceedings 33
2010
Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels.
Florin C. Ghesu , Sasa Grbic , Dorin Comaniciu , Bogdan Georgescu
arXiv: Computer Vision and Pattern Recognition
24
2019
Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images
Sasa Grbic , Dorin Comaniciu , Weidong Cai , Zhoubing Xu
arXiv: Image and Video Processing
8
2020
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks
Tom Vercauteren , Dean C. Barratt , Yipeng Hu , J. Alison Noble
In: Cardoso, MJ and Arbel, T and Gao, F and Kainz, B and Van Walsum, T and Shi, K and Bhatia, KK and Peter, R and Vercauteren, T and Reyes, M and Dalca, A and Wiest, R and Niessen, W and Emmer, BJ, (eds.) Fifth International Workshop, CMMI 2017, Second International Workshop, RAMBO 2017, and First International Workshop, SWITCH 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings. (pp. pp. 105-115). Springer: Cham, Switzerland. (2017) 105 -115
75
2017
Conditional Segmentation in Lieu of Image Registration
Tom Vercauteren , Dean C. Barratt , Yipeng Hu , J. Alison Noble
medical image computing and computer assisted intervention 11765 401 -409
14
2019
Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks.
Kambiz Nael , Eli Gibson , Chen Yang , Pascal Ceccaldi
Scientific Reports 11 ( 1) 6876 -6876
2021
Evaluating deep learning methods in detecting and segmenting different sizes of brain metastases on 3D post-contrast T1-weighted images.
James M. Balter , Yue Cao , Eli Gibson , Siqi Liu
Journal of medical imaging 8 ( 03) 037001
2021
Adversarial Deformation Regularization for Training Image Registration Neural Networks
Yipeng Hu , Eli Gibson , Nooshin Ghavami , Ester Bonmati
arXiv: Learning
73
2018
Deep residual networks for automatic segmentation of laparoscopic videos of the liver
Eli Gibson , Maria R Robu , Stephen Thompson , P Eddie Edwards
Proceedings of SPIE 10135
37
2017
Registration accuracy: how good is good enough? a statistical power calculation incorporating image registration uncertainty
Eli Gibson , Aaron Fenster , Aaron D. Ward
medical image computing and computer assisted intervention 15 643 -650
10
2012
Weakly-supervised convolutional neural networks for multimodal image registration.
Yipeng Hu , Marc Modat , Eli Gibson , Wenqi Li
Medical Image Analysis 49 1 -13
309
2018
The semiotics of medical image Segmentation.
John S.H. Baxter , Eli Gibson , Roy Eagleson , Terry M. Peters
Medical Image Analysis 44 54 -71
12
2018
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
Medical Image Analysis 58 101558 -101558
14
2019
The impact of registration accuracy on imaging validation study design: A novel statistical power calculation.
Eli Gibson , Aaron Fenster , Aaron D. Ward
Medical Image Analysis 17 ( 7) 805 -815
9
2013
Population-based prediction of subject-specific prostate deformation for MR-to-ultrasound image registration
Yipeng Hu , Eli Gibson , Hashim Uddin Ahmed , Caroline M. Moore
Medical Image Analysis 26 ( 1) 332 -344
26
2015
Designing image segmentation studies: Statistical power, sample size and reference standard quality.
Eli Gibson , Yipeng Hu , Henkjan J. Huisman , Dean C. Barratt
Medical Image Analysis 42 44 -59
8
2017
Dean Barratt Yipeng Hu Glenn Bauman Joseph L. Chin Professor Caroline M Moore Mirza Faisal Beg Purang Abolmaesumi Farhad Imani Derek W. Cool Professor Hashim U Ahmed Charles McKenzie Henkjan Huisman Layan Nahlawi Marinko V. Sarunic Max Donelan Maysam Shahedi Taimur Tariq Shah Siavash Khallaghi Jing Xu Ali R. Khan