Yipeng Hu

发表

Integration of spatial information in convolutional neural networks for automatic segmentation of intraoperative transrectal ultrasound images

Nooshin Ghavami, Yipeng Hu, Ester Bonmati, 2018, Journal of medical imaging.

Assessment of Electromagnetic Tracking Accuracy for Endoscopic Ultrasound

Dean C. Barratt, Yipeng Hu, Ester Bonmati, 2016, CARE@MICCAI.

Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination

Tom Vercauteren, J. Alison Noble, Nooshin Ghavami, 2020, MICCAI.

Impact of contouring variability on focal therapy coverage assessment

Dean C. Barratt, Yipeng Hu, Eli Gibson, 2016 .

Interactive 3D U-net for the segmentation of the pancreas in computed tomography scans

Yipeng Hu, Ester Bonmati, Eli Gibson, 2020, Physics in medicine and biology.

Conditional Segmentation in Lieu of Image Registration pdf

Dean C. Barratt, Yipeng Hu, Eli Gibson, 2019, MICCAI.

MR to ultrasound registration for image-guided prostate interventions

Zeike A. Taylor, David J. Hawkes, Dean C. Barratt, 2012, Medical Image Anal..

A Statistical Motion Model Based on Biomechanical Simulations for Data Fusion during Image-Guided Prostate Interventions

David J. Hawkes, Dean C. Barratt, Yipeng Hu, 2008, MICCAI.

Automatic Multi-Organ Segmentation on Abdominal CT With Dense V-Networks

Dean C. Barratt, Yipeng Hu, Ester Bonmati, 2018, IEEE Transactions on Medical Imaging.

NiftySim: A GPU-based nonlinear finite element package for simulation of soft tissue biomechanics

Sébastien Ourselin, Zeike A. Taylor, Marc Modat, 2014, International Journal of Computer Assisted Radiology and Surgery.

Detection and modelling of contacts in explicit finite-element simulation of soft tissue biomechanics

Sébastien Ourselin, Zeike A. Taylor, David J. Hawkes, 2015, International Journal of Computer Assisted Radiology and Surgery.

Registration of Prone and Supine CT Colonography Datasets with Differing Endoluminal Distension

Sébastien Ourselin, Marc Modat, David J. Hawkes, 2013, Abdominal Imaging.

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

Tom Vercauteren, Dean C. Barratt, Jan D'hooge, 2018 .

Determination of optimal ultrasound planes for the initialisation of image registration during endoscopic ultrasound-guided procedures

Dean C. Barratt, Yipeng Hu, Ester Bonmati, 2018, International Journal of Computer Assisted Radiology and Surgery.

Impact of region contouring variability on image-based focal therapy evaluation

Dean C. Barratt, Yipeng Hu, Eli Gibson, 2016, SPIE Medical Imaging.

Applications of Statistical Deformation Model

Xiahai Zhuang, Yipeng Hu, 2017 .

Can Us elastography help characterise anal sphincter pathology

Damian Tolan, Steve Halligan, Dean C. Barratt, 2008 .

Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks

Dean C. Barratt, J. Alison Noble, Yipeng Hu, 2017, MICCAI.

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

Ferran Prados, Yipeng Hu, Ester Bonmati, 2020, ArXiv.

Deformable Vessel-Based Registration Using Landmark-Guided Coherent Point Drift

David J. Hawkes, Dean C. Barratt, Yipeng Hu, 2010, MIAR.

Cross-Device Cross-Anatomy Adaptation Network for Ultrasound Video Analysis

Yang Liu, J. Alison Noble, Yipeng Hu, 2020, ASMUS/PIPPI@MICCAI.

Technical Note: Error metrics for estimating the accuracy of needle/instrument placement during transperineal magnetic resonance/ultrasound‐guided prostate interventions

Lianghao Han, Yipeng Hu, Ester Bonmati, 2018, Medical physics.

MR to Ultrasound Image Registration for Guiding Prostate Biopsy and Interventions

David J. Hawkes, Dean C. Barratt, Yipeng Hu, 2009, MICCAI.

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

Marc Modat, Dean C. Barratt, J. Alison Noble, 2017, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Designing image segmentation studies: Statistical power, sample size and reference standard quality

Dean C. Barratt, Henkjan J. Huisman, Yipeng Hu, 2017, Medical Image Anal..

Modelling Prostate Motion for Data Fusion During Image-Guided Interventions

David J. Hawkes, Dean C. Barratt, Yipeng Hu, 2011, IEEE Transactions on Medical Imaging.

Morphological Change Forecasting For Prostate Glands Using Feature-Based Registration And Kernel Density Extrapolation pdf

Tom Vercauteren, Nooshin Ghavami, Yipeng Hu, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Prostate motion modelling using biomechanically-trained deep neural networks on unstructured nodes pdf

Zeike A. Taylor, Dean C. Barratt, Yipeng Hu, 2020, MICCAI.

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

Tom Vercauteren, Dean C. Barratt, Jan D'hooge, 2017, Journal of medical imaging.

Multimodality Biomedical Image Registration using Free Point Transformer Networks pdf

Dean C. Barratt, Yipeng Hu, Zachary M. C. Baum, 2020, ASMUS/PIPPI@MICCAI.

Hybrid Decision Forests for Prostate Segmentation in Multi-channel MR Images

Daniel Rueckert, Yipeng Hu, Akshay Asthana, 2014, 2014 22nd International Conference on Pattern Recognition.

Development and Phantom Validation of a 3-D-Ultrasound-Guided System for Targeting MRI-Visible Lesions During Transrectal Prostate Biopsy

David J. Hawkes, Dean C. Barratt, Yipeng Hu, 2017, IEEE Transactions on Biomedical Engineering.

Adversarial Deformation Regularization for Training Image Registration Neural Networks

Dean C. Barratt, J. Alison Noble, Nooshin Ghavami, 2018, MICCAI.

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

Dean C. Barratt, Nooshin Ghavami, Yipeng Hu, 2018, Medical Imaging.

Towards Image-Guided Pancreas and Biliary Endoscopy: Automatic Multi-organ Segmentation on Abdominal CT with Dense Dilated Networks

Dean C. Barratt, Yipeng Hu, Ester Bonmati, 2017, MICCAI.

Inter-site Variability in Prostate Segmentation Accuracy Using Deep Learning

Dean C. Barratt, Henkjan J. Huisman, Nooshin Ghavami, 2018, MICCAI.

Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification

Dean C. Barratt, Yipeng Hu, Ester Bonmati, 2020, MICCAI.

Surface-based prostate registration with biomechanical regularization

Nico Karssemeijer, Dean C. Barratt, Jelle O. Barentsz, 2013, Medical Imaging.

An Unsupervised Approach to Ultrasound Elastography with End-to-end Strain Regularisation

Tom Vercauteren, Yipeng Hu, R'emi Delaunay, 2020, MICCAI.

Population-based prediction of subject-specific prostate deformation for MR-to-ultrasound image registration

Dean C. Barratt, Yipeng Hu, Eli Gibson, 2015, Medical Image Anal..

Computer Methods and Programs in Biomedicine NiftyNet: a deep-learning platform for medical imaging

Parashkev Nachev, M. Jorge Cardoso, Sébastien Ourselin, 2022 .

Modelling Prostate Gland Motion for Image-Guided Interventions

David J. Hawkes, Dean C. Barratt, Yipeng Hu, 2008, ISBMS.

DeepReg: a deep learning toolkit for medical image registration

Tom Vercauteren, Dean C. Barratt, Yipeng Hu, 2020, J. Open Source Softw..

Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks pdf

Dean C. Barratt, J. Alison Noble, Yipeng Hu, 2017, CMMI/RAMBO/SWITCH@MICCAI.

More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation pdf

Danail Stoyanov, Yipeng Hu, Matthew J. Clarkson, 2019, DART/MIL3ID@MICCAI.

A comparison of the accuracy of statistical models of prostate motion trained using data from biomechanical simulations.

Yipeng Hu, Dean Barratt, Rieneke van den Boom, 2010, Progress in biophysics and molecular biology.

Weakly-supervised convolutional neural networks for multimodal image registration

Sébastien Ourselin, Marc Modat, Dean C. Barratt, 2018, Medical Image Anal..

Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes pdf

Victor Adrian Prisacariu, Yipeng Hu, Yunguan Fu, 2021, BMVC.

Vessel segmentation for automatic registration of untracked laparoscopic ultrasound to CT of the liver

Yipeng Hu, Matthew J. Clarkson, João Ramalhinho, 2021, International Journal of Computer Assisted Radiology and Surgery.

Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network

Dean C. Barratt, Yipeng Hu, Ester Bonmati, 2021, ASMUS@MICCAI.

Voice-Assisted Image Labeling for Endoscopic Ultrasound Classification Using Neural Networks

Dean C. Barratt, Yipeng Hu, Ester Bonmati, 2021, IEEE Transactions on Medical Imaging.

End-to-end forecasting of needle trajectory in percutaneous ablation

Dean C. Barratt, Yipeng Hu, Steve Bandula, 2021, Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling.

AI reflections in 2020

Marta R. Costa-jussà, Mariarosaria Taddeo, Julia Stoyanovich, 2021, Nat. Mach. Intell..

Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels

Yipeng Hu, Qianye Yang, Andre Altmann, 2021, ASMUS@MICCAI.

Adaptable image quality assessment using meta-reinforcement learning of task amenability

Dean C. Barratt, J. Alison Noble, Yipeng Hu, 2021, ASMUS@MICCAI.

Real-time multimodal image registration with partial intraoperative point-set data

Yipeng Hu, Dean C Barratt, Zachary M C Baum, 2021, Medical Image Anal..

Combined 3D super-resolution, de-noising and partial volume correction for percutaneous ablation

Dean C. Barratt, Yipeng Hu, Steve Bandula, 2021, Medical Imaging.

Evaluation of automated airway morphological quantification for assessing fibrosing lung disease pdf

Yipeng Hu, Brian J. Bartholmai, Wing Keung Cheung, 2021, Comput. methods Biomech. Biomed. Eng. Imaging Vis..

Learning to Address Intra-segment Misclassification in Retinal Imaging

Yipeng Hu, Moucheng Xu, Pearse Keane, 2021, MICCAI.

Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR images

Yipeng Hu, Rachael Rodell, Qianye Yang, 2021, MIUA.

Learning image quality assessment by reinforcing task amenable data selection

Dean C. Barratt, Yipeng Hu, Qianye Yang, 2021, IPMI.

Lung Ultrasound Segmentation and Adaptation between COVID-19 and Community-Acquired Pneumonia

Yipeng Hu, Harry T. Mason, Lorenzo Cristoni, 2021, ASMUS@MICCAI.

Characterizing clinically significant prostate cancer using template prostate mapping biopsy.

Yipeng Hu, Hashim Uddin Ahmed, Dean C Barratt, 2011, The Journal of urology.

A biopsy simulation study to assess the accuracy of several transrectal ultrasonography (TRUS)‐biopsy strategies compared with template prostate mapping biopsies in patients who have undergone radical prostatectomy

Yipeng Hu, Dean C Barratt, David J Hawkes, 2012, BJU international.

THE SMARTTARGET BIOPSY TRIAL: A PROSPECTIVE PAIRED BLINDED TRIAL WITH RANDOMISATION TO COMPARE VISUAL‐ESTIMATION AND IMAGE‐FUSION TARGETED PROSTATE BIOPSIES: MP33‐20

Yipeng Hu, Ester Bonmati, Caroline Moore, 2017 .

The PICTURE study: diagnostic accuracy of multiparametric MRI in men requiring a repeat prostate biopsy

Yipeng Hu, Jan van der Meulen, Dean Barratt, 2017, British Journal of Cancer.

Biomechanical modeling constrained surface-based image registration for prostate MR guided TRUS biopsy.

Nico Karssemeijer, Yipeng Hu, Dean Barratt, 2015, Medical physics.

Image-directed, tissue-preserving focal therapy of prostate cancer: a feasibility study of a novel deformable magnetic resonance-ultrasound (MR-US) registration system

Yipeng Hu, Dean Barratt, Clare Allen, 2013, BJU international.

The PICTURE study -- prostate imaging (multi-parametric MRI and Prostate HistoScanning™) compared to transperineal ultrasound guided biopsy for significant prostate cancer risk evaluation.

Yipeng Hu, Dean Barratt, Shonit Punwani, 2014, Contemporary clinical trials.