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List of works by Ghassan Hamarneh

3D bicipital groove shape analysis and relationship to tendopathy

scientific article published on June 2008

3D shape analysis of the supraspinatus muscle: a clinical study of the relationship between shape and pathology

scientific article published on October 2007

Active Learning for Interactive 3D Image Segmentation

scientific article published in 2011

Artificial intelligence in glioma imaging: Challenges and advances

scientific article published on 19 March 2020

Automated tracking of muscle fascicle orientation in B-mode ultrasound images

scientific article published on 30 July 2009

Automatic segmentation of occluded vasculature via pulsatile motion analysis in endoscopic robot-assisted partial nephrectomy video

scientific article published on 23 April 2015

Bilateral filtering of diffusion tensor magnetic resonance images

scientific article published in October 2007

Complexity and accuracy of image registration methods in SPECT-guided radiation therapy.

scientific article published in January 2010

Detecting Brain Activation in fMRI Using Group Random Walker

scientific article published in 2010

Detecting Structure in Diffusion Tensor MR Images

scientific article published in 2011

Development of NEMA-based software for gamma camera quality control.

scientific article

Dual-isotope acquisition for CT-SPECT registration of infection studies

scientific article published on 10 January 2009

Efficient interactive 3D Livewire segmentation of complex objects with arbitrary topology

scientific article published on 22 August 2008

Exploration and visualization of segmentation uncertainty using shape and appearance prior information

scientific article

Extraction of the Plane of Minimal Cross-Sectional Area of the Corpus Callosum Using Template-Driven Segmentation

scientific article published in 2010

Fast Random Walker with Priors Using Precomputation for Interactive Medical Image Segmentation

scientific article published in 2010

Image-based motion detection: using the concept of weighted directional descriptors.

scientific article

LOCALLY-ADAPTIVE SIMILARITY METRIC FOR DEFORMABLE MEDICAL IMAGE REGISTRATION.

scientific article

Learning Fourier descriptors for computer-aided diagnosis of the supraspinatus

scientific article published in August 2010

Learning-to-augment strategy using noisy and denoised data: Improving generalizability of deep CNN for the detection of COVID-19 in X-ray images

scientific article published on 29 July 2021

Longitudinal, Regional and Deformation-Specific Corpus Callosum Shape Analysis for Multiple Sclerosis

scientific article published in August 2007

MRI-Based 3D Shape Analysis of Thigh Muscles

scientific article published in February 2011

Mammography segmentation with maximum likelihood active contours.

scientific article published on 24 May 2012

Medial-based deformable models in nonconvex shape-spaces for medical image segmentation

scientific article published on 22 July 2011

Modeling brain activation in fMRI using group MRF.

scientific article published on 27 January 2012

Perception-based visualization of manifold-valued medical images using distance-preserving dimensionality reduction

scientific article published on 4 February 2011

Predicting the clinical management of skin lesions using deep learning

scientific article published on 08 April 2021

Probabilistic Multi-Shape Representation Using an Isometric Log-Ratio Mapping

scientific article published in 2010

Probabilistic Multi-shape Segmentation of Knee Extensor and Flexor Muscles

scientific article published in 2011

STEAM - Statistical Template Estimation for Abnormality Mapping: A personalized DTI analysis technique with applications to the screening of preterm infants

scientific article published on 26 October 2015

SUPER RESOLUTION MICROSCOPY AND DEEP LEARNING IDENTIFY ZIKA VIRUS REORGANIZATION OF THE ENDOPLASMIC RETICULUM

scientific article published on 13 May 2020

Segmentation of intra-retinal layers from optical coherence tomography images using an active contour approach

scientific article published on 14 October 2010

Simultaneous Multi-Structure Segmentation and 3D Nonrigid Pose Estimation in Image-Guided Robotic Surgery

scientific article

Structural network analysis of brain development in young preterm neonates

scientific article published on 27 July 2014

The groupwise medial axis transform for fuzzy skeletonization and pruning

scientific article published in June 2010

Tongue contour tracking in dynamic ultrasound via higher-order MRFs and efficient fusion moves

scientific article published in August 2012

Validation of mutual information-based registration of CT and bone SPECT images in dual-isotope studies

scientific article

n-SIFT: n-dimensional scale invariant feature transform

scientific article published on 5 June 2009

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