Prof. Julia A. Schnabel Profile

Prof. Julia A. Schnabel

Univ. Lecturer (Medical Imaging) at Univ of Oxford

SPIE Involvement:

Conference Program Committee | Author

Publications (17)

SPIE Journal Paper | April 4, 2018

GIFTed Demons: deformable image registration with local structure-preserving regularization using supervoxels for liver applications

Papież, Bartłomiej , Franklin, James , Heinrich, Mattias , Gleeson, Fergus , Brady, Michael , Schnabel, Julia

JMI Vol. 5 Issue 02

KEYWORDS: Image filtering, Liver, Image registration, Lung, Gaussian filters, Computed tomography, Image segmentation, Motion estimation, Medical imaging, Diffusion

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PROCEEDINGS ARTICLE | March 13, 2018

Regional lung ventilation estimation based on supervoxel tracking

Proc. SPIE. 10576, Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling

KEYWORDS: Cancer, Visualization, Magnetic resonance imaging, Image analysis, Image registration, Lung, Radiotherapy, Computed tomography, Lung cancer, Biomedical engineering

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PROCEEDINGS ARTICLE | February 27, 2018

Dense volumetric detection and segmentation of mediastinal lymph nodes in chest CT images

Proc. SPIE. 10575, Medical Imaging 2018: Computer-Aided Diagnosis

KEYWORDS: Target detection, Chest, Image segmentation, Arteries, Lung, Computed tomography, Lung cancer, 3D image processing, Lymphatic system

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SPIE Journal Paper | November 9, 2017

Automated mediastinal lymph node detection from CT volumes based on intensity targeted radial structure tensor analysis

Oda, Hirohisa , Bhatia, Kanwal K. , Oda, Masahiro , Kitasaka, Takayuki , Iwano, Shingo , Homma, Hirotoshi , Takabatake, Hirotsugu , Mori, Masaki , Natori, Hiroshi , Schnabel, Julia , Mori, Kensaku

JMI Vol. 4 Issue 04

KEYWORDS: Lymphatic system, Target detection, Detection and tracking algorithms, Computed tomography, Optical spheres, Lung, Digital filtering, Image segmentation, Chest, Lung cancer

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SPIE Journal Paper | October 4, 2017

Supervoxels for graph cuts-based deformable image registration using guided image filtering

Szmul, Adam , Papież, Bartlomiej , Hallack, Andre , Grau, Vicente , Schnabel, Julia

JEI Vol. 26 Issue 06

KEYWORDS: Image registration, Image filtering, Lung, Roentgenium, Gaussian filters, 3D image processing, Computed tomography, Image segmentation, Image processing, Motion models

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PROCEEDINGS ARTICLE | March 3, 2017

Hessian-assisted supervoxel: structure-oriented voxel clustering and application to mediastinal lymph node detection from CT volumes

Proc. SPIE. 10134, Medical Imaging 2017: Computer-Aided Diagnosis

KEYWORDS: Target detection, Image processing algorithms and systems, Chest, Computer aided diagnosis and therapy, Blood vessels, Image segmentation, Feature extraction, Lung, Lung cancer, Esophagus, Computer-aided diagnosis, Information science, Lymphatic system

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PROCEEDINGS ARTICLE | March 13, 2013

pCT derived arterial input function for improved pharmacokinetic analysis of longitudinal dceMRI for colorectal cancer

Proc. SPIE. 8669, Medical Imaging 2013: Image Processing

KEYWORDS: Modeling, Cancer, Tissues, Blood, Magnetic resonance imaging, Image registration, Temporal resolution, Colorectal cancer, Computed tomography, Motion estimation

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PROCEEDINGS ARTICLE | February 14, 2012

Joint estimation of subject motion and tracer kinetic parameters of dynamic PET data in an EM framework

Proc. SPIE. 8314, Medical Imaging 2012: Image Processing

KEYWORDS: Data modeling, Image registration, Monte Carlo methods, Head, Motion models, Motion measurement, Positron emission tomography, Motion estimation, Plasma, Brain

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PROCEEDINGS ARTICLE | March 9, 2010

The reconstruction of microcalcification clusters in digital breast tomosynthesis

Proc. SPIE. 7624, Medical Imaging 2010: Computer-Aided Diagnosis

KEYWORDS: Breast, 3D image reconstruction, Detection and tracking algorithms, Sensors, X-rays, Image sensors, Mammography, Reconstruction algorithms, 3D image processing, Digital breast tomosynthesis

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PROCEEDINGS ARTICLE | March 27, 2009

Overlap invariance of cumulative residual entropy measures for multimodal image alignment

Proc. SPIE. 7259, Medical Imaging 2009: Image Processing

KEYWORDS: Magnetic resonance imaging, Image resolution, Image registration, Medical imaging, Computed tomography, Rigid registration, Neuroimaging, Positron emission tomography, Image information entropy, Brain

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PROCEEDINGS ARTICLE | March 11, 2008

Fusion of rat brain histology and MRI using weighted multi-image mutual information

Proc. SPIE. 6914, Medical Imaging 2008: Image Processing

KEYWORDS: Image fusion, Magnetic resonance imaging, Image resolution, Image registration, Medical imaging, In vivo imaging, Spatial resolution, In vitro testing, 3D image processing, Brain

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PROCEEDINGS ARTICLE | May 12, 2004

Slice-to-volume registration using mutual information between probabilistic image classifications

Proc. SPIE. 5370, Medical Imaging 2004: Image Processing

KEYWORDS: 3D acquisition, Magnetic resonance imaging, Image restoration, Image registration, Medical imaging, Image classification, Rigid registration, Fuzzy logic, 3D image processing, Brain

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PROCEEDINGS ARTICLE | May 9, 2002

Comparison of biomechanical breast models: a case study

Proc. SPIE. 4684, Medical Imaging 2002: Image Processing

KEYWORDS: Breast, Image compression, Tissues, Magnetic resonance imaging, Skin, 3D modeling, Image registration, Finite element methods, Natural surfaces, 3D image processing

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PROCEEDINGS ARTICLE | May 9, 2002

Registration-based mesh construction technique for finite-element models of brains

Proc. SPIE. 4684, Medical Imaging 2002: Image Processing

KEYWORDS: Tissues, Surgery, Electrodes, Magnetic resonance imaging, Image registration, Finite element methods, Neuroimaging, Chemical elements, Natural surfaces, Brain

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PROCEEDINGS ARTICLE | May 9, 2002

Finite-element based validation of nonrigid registration using single- and multilevel free-form deformations: application to contrast-enhanced MR mammography

Proc. SPIE. 4684, Medical Imaging 2002: Image Processing

KEYWORDS: Breast, Tumor growth modeling, Tissues, Computer simulations, Image registration, Finite element methods, Mammography, Chemical elements, Algorithm development, 3D image processing

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PROCEEDINGS ARTICLE | May 21, 1999

Measurement of hippocampal volume changes in serial MRI scans

Proc. SPIE. 3661, Medical Imaging 1999: Image Processing

KEYWORDS: Tissues, Magnetic resonance imaging, Image segmentation, Image processing, Diffusion, Image registration, Neuroimaging, Optimization (mathematics), Epilepsy, Brain

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PROCEEDINGS ARTICLE | April 16, 1996

Multiscale shape description of MR brain images using active contour models

Proc. SPIE. 2710, Medical Imaging 1996: Image Processing

KEYWORDS: Data modeling, Magnetic resonance imaging, Image segmentation, Image processing, Image resolution, Fractal analysis, Shape analysis, Neuroimaging, Optimization (mathematics), Brain

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