Bartlomiej Wladyslaw Papiez

Orcid: 0000-0002-8432-2511

Affiliations:
  • University of Oxford, UK


According to our database1, Bartlomiej Wladyslaw Papiez authored at least 53 papers between 2010 and 2024.

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Bibliography

2024
Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration.
Medical Image Anal., January, 2024

Paired Diffusion: Generation of related, synthetic PET-CT-Segmentation scans using Linked Denoising Diffusion Probabilistic Models.
CoRR, 2024

TiBiX: Leveraging Temporal Information for Bidirectional X-ray and Report Generation.
CoRR, 2024

Spinal Osteophyte Detection via Robust Patch Extraction on minimally annotated X-rays.
CoRR, 2024

Prediction of recurrence free survival of head and neck cancer using PET/CT radiomics and clinical information.
CoRR, 2024

2023
Accurate volume alignment of arbitrarily oriented tibiae based on a mutual attention network for osteoarthritis analysis.
Comput. Medical Imaging Graph., June, 2023

Learning to restore multiple image degradations simultaneously.
Pattern Recognit., April, 2023

Towards Automatic Scoring of Spinal X-ray for Ankylosing Spondylitis.
CoRR, 2023

VertXNet: An Ensemble Method for Vertebrae Segmentation and Identification of Spinal X-Ray.
CoRR, 2023

Multi-task Cooperative Learning via Searching for Flat Minima.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

2022
BEAN: Brain Extraction and Alignment Network for 3D Fetal Neurosonography.
NeuroImage, 2022

VertXNet: Automatic Segmentation and Identification of Lumbar and Cervical Vertebrae from Spinal X-ray Images.
CoRR, 2022

Residual Aligner Network.
CoRR, 2022

Recursive Deformable Image Registration Network with Mutual Attention.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

Multimodal Cardiomegaly Classification with Image-Derived Digital Biomarkers.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

An Ensemble Method to Automatically Grade Diabetic Retinopathy with Optical Coherence Tomography Angiography Images.
Proceedings of the Mitosis Domain Generalization and Diabetic Retinopathy Analysis, 2022

Explaining Chest X-Ray Pathologies in Natural Language.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
D-Net: Siamese based Network with Mutual Attention for Volume Alignment.
CoRR, 2021

Deep Learning Classification of Cardiomegaly Using Combined Imaging and Non-imaging ICU Data.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021

Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival Using a Full-Scale UNet with Attention.
Proceedings of the Head and Neck Tumor Segmentation and Outcome Prediction, 2021

2020
Image-Based Artefact Removal in Laser Scanning Microscopy.
IEEE Trans. Biomed. Eng., 2020

D-net: Siamese Based Network for Arbitrarily Oriented Volume Alignment.
Proceedings of the Shape in Medical Imaging - International Workshop, 2020

2019
Patch-based lung ventilation estimation using multi-layer supervoxels.
Comput. Medical Imaging Graph., 2019

Automated Fetal Brain Extraction from Clinical Ultrasound Volumes Using 3D Convolutional Neural Networks.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

2018
A level-set approach to joint image segmentation and registration with application to CT lung imaging.
Comput. Medical Imaging Graph., 2018

Fast Groupwise 4D Deformable Image Registration for Irregular Breathing Motion Estimation.
Proceedings of the Biomedical Image Registration - 8th International Workshop, 2018

Regional lung ventilation estimation based on supervoxel tracking.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

XeMRI to CT Lung Image Registration Enhanced with Personalized 4DCT-Derived Motion Model.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018

Multi-channel Groupwise Registration to Construct an Ultrasound-Specific Fetal Brain Atlas.
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018

2017
Supervoxels for graph cuts-based deformable image registration using guided image filtering.
J. Electronic Imaging, 2017

Mass Transportation for Deformable Image Registration with Application to Lung CT.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017

2016
Advances and challenges in deformable image registration: From image fusion to complex motion modelling.
Medical Image Anal., 2016

Pieces-of-parts for supervoxel segmentation with global context: Application to DCE-MRI tumour delineation.
Medical Image Anal., 2016

Deformable image registration by combining uncertainty estimates from supervoxel belief propagation.
Medical Image Anal., 2016

Non-local Graph-Based Regularization for Deformable Image Registration.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016

Graph Cuts-Based Registration Revisited: A Novel Approach for Lung Image Registration Using Supervoxels and Image-Guided Filtering.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Tumor Growth Estimation via Registration of DCE-MRI Derived Tumor Specific Descriptors.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Liver Motion Estimation via Locally Adaptive Over-Segmentation Regularization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Correlating Tumour Histology and ex vivo MRI Using Dense Modality-Independent Patch-Based Descriptors.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2015

Filling Large Discontinuities in 3D Vascular Networks Using Skeleton- and Intensity-Based Information.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

2014
An implicit sliding-motion preserving regularisation via bilateral filtering for deformable image registration.
Medical Image Anal., 2014

Motion Correction of Intravital Microscopy of Preclinical Lung Tumour Imaging Using Multichannel Structural Image Descriptor.
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014

Non-parametric Discrete Registration with Convex Optimisation.
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014

Automated Colorectal Tumour Segmentation in DCE-MRI Using Supervoxel Neighbourhood Contrast Characteristics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multispectral Image Registration Based on Local Canonical Correlation Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013
Complex Lung Motion Estimation via Adaptive Bilateral Filtering of the Deformation Field.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Towards Realtime Multimodal Fusion for Image-Guided Interventions Using Self-similarities.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Edge- and Detail-Preserving Sparse Image Representations for Deformable Registration of Chest MRI and CT Volumes.
Proceedings of the Information Processing in Medical Imaging, 2013

2012
Diffeomorphic image registration with applications to deformation modelling between multiple data sets.
PhD thesis, 2012

An Implicit Inter-subject Shape Driven Image Deformation Model for Prostate Motion Estimation.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

Facial Expression Recognition using Log-Euclidean Statistical Shape Models.
Proceedings of the ICPRAM 2012, 2012

2011
Direct inverse deformation field approach to pelvic-area symmetric image registration.
Proceedings of the Medical Image Understanding and Analysis, 2011

2010
Deformable Image Registration - Improved Fast Free Form Deformation.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010


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