Yipeng Hu
Orcid: 0000-0003-4902-0486
According to our database1,
Yipeng Hu
authored at least 101 papers
between 2008 and 2024.
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Bibliography
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
Weakly supervised localisation of prostate cancer using reinforcement learning for bi-parametric MR images.
CoRR, 2024
CoRR, 2024
2023
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration.
Medical Image Anal., December, 2023
IEEE Trans. Medical Imaging, March, 2023
Long-term Dependency for 3D Reconstruction of Freehand Ultrasound Without External Tracker.
CoRR, 2023
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models.
CoRR, 2023
CoRR, 2023
Multi-phase synthetic contrast enhancement in interventional computed tomography for guiding renal cryotherapy.
Int. J. Comput. Assist. Radiol. Surg., 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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
Proceedings of the Medical Imaging with Deep Learning, 2023
PLD-AL: Pseudo-label Divergence-Based Active Learning in Carotid Intima-Media Segmentation for Ultrasound Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Privileged Anatomical and Protocol Discrimination in Trackerless 3D Ultrasound Reconstruction.
Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation.
Proceedings of the Deep Generative Models - Third MICCAI 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
Proceedings of the Information Processing in Medical Imaging, 2023
2022
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
Optimising Chest X-Rays for Image Analysis by Identifying and Removing Confounding Factors.
CoRR, 2022
VAFO-Loss: VAscular Feature Optimised Loss Function for Retinal Artery/Vein Segmentation.
CoRR, 2022
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation.
CoRR, 2022
Int. J. Comput. Assist. Radiol. Surg., 2022
Int. J. Comput. Assist. Radiol. Surg., 2022
The Impact of Using Voxel-Level Segmentation Metrics on Evaluating Multifocal Prostate Cancer Localisation.
Proceedings of the Applications of Medical Artificial Intelligence, 2022
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-supervised Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Collaborative Quantization Embeddings for Intra-subject Prostate MR Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction.
Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022
Proceedings of the Cancer Prevention Through Early Detection, 2022
Towards Multi-modal Self-supervised Video and Ultrasound Pose Estimation for Laparoscopic Liver Surgery.
Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 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
Medical Image Anal., 2021
Evaluation of automated airway morphological quantification for assessing fibrosing lung disease.
CoRR, 2021
Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks.
CoRR, 2021
Vessel segmentation for automatic registration of untracked laparoscopic ultrasound to CT of the liver.
Int. J. Comput. Assist. Radiol. Surg., 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
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Lung Ultrasound Segmentation and Adaptation Between COVID-19 and Community-Acquired Pneumonia.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Development and Evaluation of Intraoperative Ultrasound Segmentation with Negative Image Frames and Multiple Observer Labels.
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
Proceedings of the Information Processing in Medical Imaging, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
The challenges of deploying artificial intelligence models in a rapidly evolving pandemic.
Nat. Mach. Intell., 2020
J. Open Source Softw., 2020
CoRR, 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
An Unsupervised Approach to Ultrasound Elastography with End-to-end Strain Regularisation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020
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
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
More Unlabelled Data or Label More Data? A Study on Semi-supervised Laparoscopic Image Segmentation.
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019
2018
IEEE Trans. Medical Imaging, 2018
Medical Image Anal., 2018
Comput. Methods Programs Biomed., 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
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
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
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
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
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
Detection and modelling of contacts in explicit finite-element simulation of soft tissue biomechanics.
Int. J. Comput. Assist. Radiol. Surg., 2015
NiftySim: A GPU-based nonlinear finite element package for simulation of soft tissue biomechanics.
Int. J. Comput. Assist. Radiol. Surg., 2015
2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
2013
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
Registration of Prone and Supine CT Colonography Datasets with Differing Endoluminal Distension.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
2012
Medical Image Anal., 2012
2011
IEEE Trans. Medical Imaging, 2011
2010
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
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
Proceedings of the Biomedical Simulation, 4th International Symposium, 2008