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Healthy Kidney Segmentation in the Dce-Mr Images Using a Convolutional Neural Network and Temporal Signal Characteristics

Sensors (Basel, Switzerland), 2021-10, Vol.21 (20), p.6714

2021

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Representative Factor Generation for the Interactive Visual Analysis of High-Dimensional Data

IEEE transactions on visualization and computer graphics, 2012-12, Vol.18 (12), p.2621-2630

2012

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Pulmonary Nodule Classification in Lung Cancer from 3D Thoracic CT Scans Using fastai and MONAI

International journal of interactive multimedia and artificial intelligence, 2021-09, Vol.6 (7), p.83-89

2021

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Kidney Segmentation in Renal Magnetic Resonance Imaging - Current Status and Prospects

IEEE access, 2021, Vol.9, p.71577-71605

2021

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A predictive framework based on brain volume trajectories enabling early detection of Alzheimer's disease

Computerized medical imaging and graphics, 2021-06, Vol.90, p.101910-101910, Article 101910

2021

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Physical Models for Simulation and Reconstruction of Human Tissue Deformation Fields in Dynamic MRI

IEEE transactions on biomedical engineering, 2016-10, Vol.63 (10), p.2200-2210

2016

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In Vivo Detection of Chronic Kidney Disease Using Tissue Deformation Fields From Dynamic MR Imaging

IEEE transactions on biomedical engineering, 2019-06, Vol.66 (6), p.1779-1790

2019

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Whole kidney and renal cortex segmentation in contrast-enhanced MRI using a joint classification and segmentation convolutional neural network

Biocybernetics and biomedical engineering, 2022-01, Vol.42 (1), p.295-311

2022

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Brain Tumor Segmentation from Multiparametric MRI Using a Multi-encoder U-Net Architecture

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.289-301

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Segmentation-Driven Image Registration-Application to 4D DCE-MRI Recordings of the Moving Kidneys

IEEE transactions on image processing, 2014-05, Vol.23 (5), p.2392-2404

2014

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3D image texture analysis of simulated and real-world vascular trees

Computer methods and programs in biomedicine, 2012-08, Vol.107 (2), p.140-154

2012

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Intensity-based volumetric registration of magnetic resonance images and whole-mount sections of the prostate

Computerized medical imaging and graphics, 2018-01, Vol.63, p.24-30

2018

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Normalized gradient fields for nonlinear motion correction of DCE-MRI time series

Computerized medical imaging and graphics, 2014-04, Vol.38 (3), p.202-210

2014

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Automated approaches for analysis of multimodal MRI acquisitions in a study of cognitive aging

Computer methods and programs in biomedicine, 2012-06, Vol.106 (3), p.328-341

2012

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Assessment of 3D DCE-MRI of the kidneys using non-rigid image registration and segmentation of voxel time courses

Computerized medical imaging and graphics, 2009-04, Vol.33 (3), p.171-181

2009

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A PCA-based thresholding strategy for group studies of brain connectivity - with applications to resting state fMRI

2014 Southwest Symposium on Image Analysis and Interpretation, 2014, p.61-64

2014

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Semi-automated segmentation of the sigmoid and descending colon for radiotherapy planning using the fast marching method

Physics in medicine & biology, 2010-09, Vol.55 (18), p.5569-5584

2010

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Wavelet-based segmentation of renal compartments in DCE-MRI of human kidney: Initial results in patients and healthy volunteers

Computerized medical imaging and graphics, 2012-03, Vol.36 (2), p.108-118

2012

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Fractal dimension analysis of MR images reveals grey matter structure irregularities in schizophrenia

Computerized medical imaging and graphics, 2008-03, Vol.32 (2), p.150-158

2008

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A Unified Framework for Automated 3-D Segmentation of Surface-Stained Living Cells and a Comprehensive Segmentation Evaluation

IEEE transactions on medical imaging, 2009-05, Vol.28 (5), p.720-738

2009

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Multispectral analysis of the brain using magnetic resonance imaging

IEEE transactions on medical imaging, 1994, Vol.13 (3), p.470-481

1994

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Segmentation of brain parenchyma and cerebrospinal fluid in multispectral magnetic resonance images

IEEE transactions on medical imaging, 1995, Vol.14 (2), p.339-349

1995

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Diffusion k-tensor Estimation from Q-ball Imaging Using Discretized Principal Axes

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2006, 2006, Vol.9 (Pt 2), p.268-275

2006

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Automated determination of arterial input function in DCE-MR images of the kidney

2018 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2018, p.280-285

2018

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An artificial neural network for GFR estimation in the DCE-MRI studies of the kidneys

2018 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2018, p.286-291

2018

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Healthy Kidney Segmentation in the Dce-Mr Images Using a Convolutional Neural Network and Temporal Signal Characteristics

Representative Factor Generation for the Interactive Visual Analysis of High-Dimensional Data

Pulmonary Nodule Classification in Lung Cancer from 3D Thoracic CT Scans Using fastai and MONAI

Kidney Segmentation in Renal Magnetic Resonance Imaging - Current Status and Prospects

A predictive framework based on brain volume trajectories enabling early detection of Alzheimer's disease

Physical Models for Simulation and Reconstruction of Human Tissue Deformation Fields in Dynamic MRI

In Vivo Detection of Chronic Kidney Disease Using Tissue Deformation Fields From Dynamic MR Imaging

Whole kidney and renal cortex segmentation in contrast-enhanced MRI using a joint classification and segmentation convolutional neural network

Brain Tumor Segmentation from Multiparametric MRI Using a Multi-encoder U-Net Architecture

Segmentation-Driven Image Registration-Application to 4D DCE-MRI Recordings of the Moving Kidneys

3D image texture analysis of simulated and real-world vascular trees

Intensity-based volumetric registration of magnetic resonance images and whole-mount sections of the prostate

Normalized gradient fields for nonlinear motion correction of DCE-MRI time series

Automated approaches for analysis of multimodal MRI acquisitions in a study of cognitive aging

Assessment of 3D DCE-MRI of the kidneys using non-rigid image registration and segmentation of voxel time courses

A PCA-based thresholding strategy for group studies of brain connectivity - with applications to resting state fMRI

Semi-automated segmentation of the sigmoid and descending colon for radiotherapy planning using the fast marching method

Wavelet-based segmentation of renal compartments in DCE-MRI of human kidney: Initial results in patients and healthy volunteers

Fractal dimension analysis of MR images reveals grey matter structure irregularities in schizophrenia

A Unified Framework for Automated 3-D Segmentation of Surface-Stained Living Cells and a Comprehensive Segmentation Evaluation

Multispectral analysis of the brain using magnetic resonance imaging

Segmentation of brain parenchyma and cerebrospinal fluid in multispectral magnetic resonance images

Diffusion k-tensor Estimation from Q-ball Imaging Using Discretized Principal Axes

Automated determination of arterial input function in DCE-MR images of the kidney

An artificial neural network for GFR estimation in the DCE-MRI studies of the kidneys

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