Jurgen Fripp
Orcid: 0000-0001-9705-0079Affiliations:
- University of Queensland, Saint Lucia, Australia
According to our database1,
Jurgen Fripp
authored at least 129 papers
between 2005 and 2024.
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Bibliography
2024
Accuracy of TrUE-Net in comparison to established white matter hyperintensity segmentation methods: An independent validation study.
NeuroImage, January, 2024
2023
Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis.
NeuroImage, September, 2023
Functional re-organization of hippocampal-cortical gradients during naturalistic memory processes.
NeuroImage, May, 2023
Early brain morphometrics from neonatal MRI predict motor and cognitive outcomes at 2-years corrected age in very preterm infants.
NeuroImage, 2023
Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering.
CoRR, 2023
DBCE : A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Semantic Segmentation of 3D Medical Images Through a Kaleidoscope: Data from the Osteoarthritis Initiative.
Proceedings of the Medical Imaging with Deep Learning, 2023
An Informatics Platform for the Management of Data for Australian Dementia Network (ADNeT) Initiative.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
When to Use Augmentation - Variability Insufficient for Cortical Thickness Estimation Improvement.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Generalization Properties of Geometric 3D Deep Learning Models for Medical Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
β-amyloid PET harmonisation across longitudinal studies: Application to AIBL, ADNI and OASIS3.
NeuroImage, 2022
Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods.
Medical Image Anal., 2022
Open-Source Hypothalamic-ForniX (OSHy-X) Atlases and Segmentation Tool for 3T and 7T.
J. Open Source Softw., 2022
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative.
CoRR, 2022
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction.
CoRR, 2022
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Lesser of Two Evils Improves Learning in the Context of Cortical Thickness Estimation Models - Choose Wisely.
Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022
CorticalFlow<sup>++</sup>: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
SA-LuT-Nets: Learning Sample-Adaptive Intensity Lookup Tables for Brain Tumor Segmentation.
IEEE Trans. Medical Imaging, 2021
Non-negative matrix factorisation improves Centiloid robustness in longitudinal studies.
NeuroImage, 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Simulation and Synthesis in Medical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Towards a generalization of the MP2RAGE partial volume estimation model to account for B1<sup>+</sup> inhomogeneities at 7T.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Sample-Adaptive GANs: Linking Global and Local Mappings for Cross-Modality MR Image Synthesis.
IEEE Trans. Medical Imaging, 2020
Predicting motor outcome in preterm infants from very early brain diffusion MRI using a deep learning convolutional neural network (CNN) model.
NeuroImage, 2020
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan.
NeuroImage, 2020
Brain microstructure and morphology of very preterm-born infants at term equivalent age: Associations with motor and cognitive outcomes at 1 and 2 years.
NeuroImage, 2020
Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging.
CoRR, 2020
Fabric Image Representation Encoding Networks for Large-scale 3D Medical Image Analysis.
CoRR, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Simulation and Synthesis in Medical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis.
IEEE Trans. Medical Imaging, 2019
NeuroImage, 2019
Quantifying deep grey matter atrophy using automated segmentation approaches: A systematic review of structural MRI studies.
NeuroImage, 2019
Identification of Functional Connectivity Features in Depression Subtypes Using a Data-Driven Approach.
Proceedings of the Graph Learning in Medical Imaging - First International Workshop, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Implementing the centiloid transformation for <sup>11</sup>C-PiB and β-amyloid <sup>18</sup>F-PET tracers using CapAIBL.
NeuroImage, 2018
Comput. Methods Programs Biomed., 2018
MRI white matter lesion segmentation using an ensemble of neural networks and overcomplete patch-based voting.
Comput. Medical Imaging Graph., 2018
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018
MRI Denoising and Artefact Removal Using Self-Organizing Maps for Fast Global Block-Matching.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2018
Data Augmentation Using Synthetic Lesions Improves Machine Learning Detection of Microbleeds from MRI.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018
A Framework to Objectively Identify Reference Regions for Normalizing Quantitative Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge.
Medical Image Anal., 2017
Automated cartilage segmentation from 3D MR images of hip joint using an ensemble of neural networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
A normalisation framework for quantitative brain imaging; application to quantitative susceptibility mapping.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
Statistical machine learning to identify traumatic brain injury (TBI) from structural disconnections of white matter networks.
NeuroImage, 2016
Proceedings of the Patch-Based Techniques in Medical Imaging, 2016
CapAIBL: Automated Reporting of Cortical PET Quantification Without Need of MRI on Brain Surface Using a Patch-Based Method.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2016
Automated segmentation and T2-mapping of the posterior cruciate ligament from MRI of the knee: Data from the osteoarthritis initiative.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Incremental shape learning of 3D surfaces of the knee, data from the osteoarthritis initiative.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
Maximum Pseudolikelihood Estimation for Mixture-Markov Random Field Segmentation of the Brain.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
2015
On the Use of Coupled Shape Priors for Segmentation of Magnetic Resonance Images of the Knee.
IEEE J. Biomed. Health Informatics, 2015
Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge.
NeuroImage, 2015
Robust inverse-consistent affine CT-MR registration in MRI-assisted and MRI-alone prostate radiation therapy.
Medical Image Anal., 2015
Statistical shape model reconstruction with sparse anomalous deformations: Application to intervertebral disc herniation.
Comput. Medical Imaging Graph., 2015
Heritability analysis of surface-based cortical thickness estimation on a large twin cohort.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Computational analysis of PET by AIBL (CapAIBL): a cloud-based processing pipeline for the quantification of PET images.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Automated Intervertebral Disc Segmentation Using Probabilistic Shape Estimation and Active Shape Models.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2015
Uninformative Frame Detection in Colonoscopy Through Motion, Edge and Color Features.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Second International Workshop, 2015
2014
Investigating brain connectivity heritability in a twin study using diffusion imaging data.
NeuroImage, 2014
Lesion segmentation from multimodal MRI using random forest following ischemic stroke.
NeuroImage, 2014
Medical Image Anal., 2014
Fast Multiatlas Selection Using Composition of Transformations for Radiation Therapy Planning.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014
2013
Research and applications: Three-dimensional morphological and signal intensity features for detection of intervertebral disc degeneration from magnetic resonance images.
J. Am. Medical Informatics Assoc., 2013
Research and applications: MilxXplore: a web-based system to explore large imaging datasets.
J. Am. Medical Informatics Assoc., 2013
Structure-Guided Nonrigid Registration of CT-MR Pelvis Scans with Large Deformations in MR-Based Image Guided Radiation Therapy.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013
Classification Forests and Markov Random Field to Segment Chronic Ischemic Infarcts from Multimodal MRI.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013
2012
IEEE Trans. Medical Imaging, 2012
Detecting global and local hippocampal shape changes in Alzheimer's disease using statistical shape models.
NeuroImage, 2012
Constrained reverse diffusion for thick slice interpolation of 3D volumetric MRI images.
Comput. Medical Imaging Graph., 2012
Consistent estimation of shape parameters in statistical shape model by symmetric EM algorithm.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
A surface based approach for cortical thickness comparison between PiB+ and PiB- healthy control subjects.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
MR-Less Surface-Based Amyloid Estimation by Subject-Specific Atlas Selection and Bayesian Fusion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Local vs Global Descriptors of Hippocampus Shape Evolution for Alzheimer's Longitudinal Population Analysis.
Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2012
Combining imaging and clinical data in manifold learning: Distance-based and graph-based extensions of Laplacian Eigenmaps.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Morphology-Based Interslice Interpolation on Manual Segmentations of Joint Bones and Muscles in MRI.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012
2011
NeuroImage, 2011
Detecting hippocampal shape changes in Alzheimer's disease using statistical shape models.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011
Local intensity model: An outlier detection framework with applications to white matter hyperintensity segmentation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Surface-Base Approach Using a Multi-scale EM-ICP Registration for Statistical Population Analysis.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Automatic Segmentation of the Prostate in 3D Magnetic Resonance Images Using Case Specific Deformable Models.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
2010
Automatic Segmentation and Quantitative Analysis of the Articular Cartilages From Magnetic Resonance Images of the Knee.
IEEE Trans. Medical Imaging, 2010
Increasing Power to Predict Mild Cognitive Impairment Conversion to Alzheimer's Disease Using Hippocampal Atrophy Rate and Statistical Shape Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Automatic MRI Atlas-Based External Beam Radiation Therapy Treatment Planning for Prostate Cancer.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010
Supervised method to build an atlas database for multi-atlas segmentation-propagation.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the E-Health - First IMIA/IFIP Joint Symposium, 2010
2009
Automated voxel-based 3D cortical thickness measurement in a combined Lagrangian-Eulerian PDE approach using partial volume maps.
Medical Image Anal., 2009
Non-rigid registration of small animal skeletons from micro-CT using 3D shape context.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Partial Volume Estimation of Brain Cortex from MRI Using Topology-Corrected Segmentation.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Automatic segmentation and analysis of Magnetic Resonance images of the knee bones and cartilages
PhD thesis, 2008
Appearance modeling of <sup>11</sup>C PiB PET images: Characterizing amyloid deposition in Alzheimer's disease, mild cognitive impairment and healthy aging.
NeuroImage, 2008
MR-Less High Dimensional Spatial Normalization of 11C PiB PET Images on a Population of Elderly, Mild Cognitive Impaired and Alzheimer Disease Patients.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Automatic Delineation of Sulci and Improved Partial Volume Classification for Accurate 3D Voxel-Based Cortical Thickness Estimation from MR.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Atlas based automated segmentation of the quadratus lumborum muscle using non-rigid registration on magnetic resonance images of the thoracolumbar region.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Generative atlases and atlas selection for C11-PIB PET-PET registration of elderly, mild cognitive impaired and Alzheimer disease patients.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Improved cortical thickness measurement from MR images using partial volume estimation.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Medical Image Anal., 2007
Shape based segmentation of MRIs of the bones in the knee using phase and intensity information.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Automatic Segmentation of Articular Cartilage in Magnetic Resonance Images of the Knee.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
A subdivision-based parametric deformable model for surface extraction and statistical shape modeling of the knee cartilages.
Proceedings of the Medical Imaging 2006: Visualization, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005
Proceedings of the Computer Vision for Biomedical Image Applications, 2005