Dean C. Barratt

Orcid: 0000-0003-2916-655X

According to our database1, Dean C. Barratt authored at least 111 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
The distinct roles of reinforcement learning between pre-procedure and intra-procedure planning for prostate biopsy.
Int. J. Comput. Assist. Radiol. Surg., June, 2024

Long-Term Dependency for 3D Reconstruction of Freehand Ultrasound Without External Tracker.
IEEE Trans. Biomed. Eng., March, 2024

Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation.
Medical Image Anal., January, 2024

Active learning using adaptable task-based prioritisation.
Medical Image Anal., 2024

SAMReg: SAM-enabled Image Registration with ROI-based Correspondence.
CoRR, 2024

Competing for pixels: a self-play algorithm for weakly-supervised segmentation.
CoRR, 2024

Semi-weakly-supervised neural network training for medical image registration.
CoRR, 2024

Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Biomechanics-Informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Nonrigid Reconstruction of Freehand Ultrasound Without a Tracker.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

One Registration is Worth Two Segmentations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Weakly Supervised Localisation of Prostate Cancer Using Reinforcement Learning for Bi-Parametric MR Images.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration.
Medical Image Anal., December, 2023

Meta-Learning Initializations for Interactive Medical Image Registration.
IEEE Trans. Medical Imaging, March, 2023

Multi-phase synthetic contrast enhancement in interventional computed tomography for guiding renal cryotherapy.
Int. J. Comput. Assist. Radiol. Surg., 2023

Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion.
Proceedings of the Medical Imaging with Deep Learning, 2023

Privileged Anatomical and Protocol Discrimination in Trackerless 3D Ultrasound Reconstruction.
Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023

Trackerless Freehand Ultrasound with Sequence Modelling and Auxiliary Transformation Over Past and Future Frames.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Non-rigid Medical Image Registration using Physics-informed Neural Networks.
Proceedings of the Information Processing in Medical Imaging, 2023

2022
Freehand ultrasound without external trackers.
Dataset, November, 2022


Cross-Modality Image Registration Using a Training-Time Privileged Third Modality.
IEEE Trans. Medical Imaging, 2022

Voice-Assisted Image Labeling for Endoscopic Ultrasound Classification Using Neural Networks.
IEEE Trans. Medical Imaging, 2022

Domain generalization for prostate segmentation in transrectal ultrasound images: A multi-center study.
Medical Image Anal., 2022

Image quality assessment for machine learning tasks using meta-reinforcement learning.
Medical Image Anal., 2022

Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation.
CoRR, 2022

The Impact of Using Voxel-Level Segmentation Metrics on Evaluating Multifocal Prostate Cancer Localisation.
Proceedings of the Applications of Medical Artificial Intelligence, 2022

Collaborative Quantization Embeddings for Intra-subject Prostate MR Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Strategising Template-Guided Needle Placement for MR-targeted Prostate Biopsy.
Proceedings of the Cancer Prevention Through Early Detection, 2022

Learning Generalized Non-rigid Multimodal Biomedical Image Registration from Generic Point Set Data.
Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022

Meta-registration: Learning Test-Time Optimization for Single-Pair Image Registration.
Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022

FEW-SHOT Image Segmentation for Cross-Institution Male Pelvic Organs Using Registration-Assisted Prototypical Learning.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021
Real-time multimodal image registration with partial intraoperative point-set data.
Medical Image Anal., 2021

Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks.
CoRR, 2021

Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR Images.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021

Combined 3D super-resolution, de-noising and partial volume correction for percutaneous ablation.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

End-to-end forecasting of needle trajectory in percutaneous ablation.
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Image quality assessment for closed-loop computer-assisted lung ultrasound.
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Morphological Change Forecasting For Prostate Glands Using Feature-Based Registration And Kernel Density Extrapolation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Learning Image Quality Assessment by Reinforcing Task Amenable Data Selection.
Proceedings of the Information Processing in Medical Imaging, 2021

2020

DeepReg: a deep learning toolkit for medical image registration.
J. Open Source Softw., 2020

Longitudinal Image Registration with Temporal-Order and Subject-Specificity Discrimination.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Prostate Motion Modelling Using Biomechanically-Trained Deep Neural Networks on Unstructured Nodes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Multimodality Biomedical Image Registration Using Free Point Transformer Networks.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 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.
Medical Image Anal., 2019

Registration of Untracked 2D Laparoscopic Ultrasound Liver Images to CT Using Content-Based Retrieval and Kinematic Priors.
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019

Conditional Segmentation in Lieu of Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018
Automatic Multi-Organ Segmentation on Abdominal CT With Dense V-Networks.
IEEE Trans. Medical Imaging, 2018

Weakly-supervised convolutional neural networks for multimodal image registration.
Medical Image Anal., 2018

NiftyNet: a deep-learning platform for medical imaging.
Comput. Methods Programs Biomed., 2018

A pre-operative planning framework for global registration of laparoscopic ultrasound to CT images.
Int. J. Comput. Assist. Radiol. Surg., 2018

Determination of optimal ultrasound planes for the initialisation of image registration during endoscopic ultrasound-guided procedures.
Int. J. Comput. Assist. Radiol. Surg., 2018

Automatic slice segmentation of intraoperative transrectal ultrasound images using convolutional neural networks.
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.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Adversarial Deformation Regularization for Training Image Registration Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Inter-site Variability in Prostate Segmentation Accuracy Using Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Label-driven weakly-supervised learning for multimodal deformarle image registration.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Development and Phantom Validation of a 3-D-Ultrasound-Guided System for Targeting MRI-Visible Lesions During Transrectal Prostate Biopsy.
IEEE Trans. Biomed. Eng., 2017

A hybrid patient-specific biomechanical model based image registration method for the motion estimation of lungs.
Medical Image Anal., 2017

Designing image segmentation studies: Statistical power, sample size and reference standard quality.
Medical Image Anal., 2017

Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network.
CoRR, 2017

Label-driven weakly-supervised learning for multimodal deformable image registration.
CoRR, 2017

NiftyNet: a deep-learning platform for medical imaging.
CoRR, 2017

Breathing motion compensated registration of laparoscopic liver ultrasound to CT.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Deep residual networks for automatic segmentation of laparoscopic videos of the liver.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017

Towards Image-Guided Pancreas and Biliary Endoscopy: Automatic Multi-organ Segmentation on Abdominal CT with Dense Dilated Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
Impact of region contouring variability on image-based focal therapy evaluation.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

2D-3D Registration Accuracy Estimation for Optimised Planning of Image-Guided Pancreatobiliary Interventions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Assessment of Electromagnetic Tracking Accuracy for Endoscopic Ultrasound.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Third International Workshop, 2016

2015
Population-based prediction of subject-specific prostate deformation for MR-to-ultrasound image registration.
Medical Image Anal., 2015

Locally rigid, vessel-based registration for laparoscopic liver surgery.
Int. J. Comput. Assist. Radiol. Surg., 2015

Statistical Power in Image Segmentation: Relating Sample Size to Reference Standard Quality.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

2014
A Nonlinear Biomechanical Model Based Registration Method for Aligning Prone and Supine MR Breast Images.
IEEE Trans. Medical Imaging, 2014

Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge.
Medical Image Anal., 2014

Information processing in computer-assisted interventions: 4th international conference, 2013.
Int. J. Comput. Assist. Radiol. Surg., 2014

Spatially aware expectation maximization (SpAEM): application to prostate TRUS segmentation.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

A hybrid biomechanical model-based image registration method for sliding objects.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

2013
A novel Bayesian respiratory motion model to estimate and resolve uncertainty in image-guided cardiac interventions.
Medical Image Anal., 2013

Surface-based prostate registration with biomechanical regularization.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

Fully automated prostate magnetic resonance imaging and transrectal ultrasound fusion via a probabilistic registration metric.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

Study on liver blood vessel movement during breathing cycle.
Proceedings of the Colour and Visual Computing Symposium, 2013

2012
MR to ultrasound registration for image-guided prostate interventions.
Medical Image Anal., 2012

Estimating and resolving uncertainty in cardiac respiratory motion modelling.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Modelling Prostate Motion for Data Fusion During Image-Guided Interventions.
IEEE Trans. Medical Imaging, 2011

Effects of Respiratory Liver Motion on Heating for Gated and Model-Based Motion-Compensated High-Intensity Focused Ultrasound Ablation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2010
Deformable Vessel-Based Registration Using Landmark-Guided Coherent Point Drift.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

Simulating Dynamic Ultrasound Using MR-derived Motion Models to Assess Respiratory Synchronisation for Image-Guided Liver Interventions.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2010

2009
MR to Ultrasound Image Registration for Guiding Prostate Biopsy and Interventions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008
Model-based blood flow quantification from rotational angiography.
Medical Image Anal., 2008

Instantiation and registration of statistical shape models of the femur and pelvis using 3D ultrasound imaging.
Medical Image Anal., 2008

A Statistical Motion Model Based on Biomechanical Simulations for Data Fusion during Image-Guided Prostate Interventions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

MR Navigated Breast Surgery: Method and Initial Clinical Experience.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Modelling Prostate Gland Motion for Image-Guided Interventions.
Proceedings of the Biomedical Simulation, 4th International Symposium, 2008

Quantifying blood flowdivision at bifurcations from rotational angiography.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Quantification of Blood Flow from Rotational Angiography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Motion and Biomechanical Models for Image-Guided Interventions.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2006
Self-calibrating 3D-ultrasound-based bone registration for minimally invasive orthopedic surgery.
IEEE Trans. Medical Imaging, 2006

Cadaver validation of intensity-based ultrasound to CT registration.
Medical Image Anal., 2006

2005
Operator dependence of 3-D ultrasound-based computational fluid dynamics forthe carotid bifurcation.
IEEE Trans. Medical Imaging, 2005

Tissue deformation and shape models in image-guided interventions: a discussion paper.
Medical Image Anal., 2005

Self-Calibrating Ultrasound-to-CT Bone Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004
Reconstruction and quantification of the carotid artery bifurcation from 3-D ultrasound images.
IEEE Trans. Medical Imaging, 2004

Cadaver Validation of the Use of Ultrasound for 3D Model Instantiation of Bony Anatomy in Image Guided Orthopaedic Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

2003
Measuring and Modeling Soft Tissue Deformation for Image Guided Interventions.
Proceedings of the Surgery Simulation and Soft Tissue Modeling, International Symposium, 2003


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