Alexandra J. Golby
Affiliations:- Harvard Medical School, Boston, Department of Neurosurgery
According to our database1,
Alexandra J. Golby
authored at least 77 papers
between 2003 and 2024.
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Bibliography
2024
Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction.
CoRR, 2024
Spatiotemporal Disentanglement of Arteriovenous Malformations in Digital Subtraction Angiography.
CoRR, 2024
2023
Int. J. Comput. Assist. Radiol. Surg., October, 2023
IEEE J. Biomed. Health Informatics, September, 2023
Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023
Detection of idiopathic normal pressure hydrocephalus on head CT using a deep convolutional neural network.
Neural Comput. Appl., May, 2023
Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions.
Medical Image Anal., April, 2023
Comparison of physics-based deformable registration methods for image-guided neurosurgery.
Frontiers Digit. Health, March, 2023
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance.
CoRR, 2023
Reconstructing the somatotopic organization of the corticospinal tract remains a challenge for modern tractography methods.
CoRR, 2023
TractCloud: Registration-Free Tractography Parcellation with a Novel Local-Global Streamline Point Cloud Representation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Unified Brain MR-Ultrasound Synthesis Using Multi-modal Hierarchical Representations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
DEEPRGVP: A novel microstructure-informed supervised contrastive learning framework for automated identification of the retinogeniculate pathway using dMRI tractography.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Pose Estimation and Non-Rigid Registration for Augmented Reality During Neurosurgery.
IEEE Trans. Biomed. Eng., 2022
White matter association tracts underlying language and theory of mind: An investigation of 809 brains from the Human Connectome Project.
NeuroImage, 2022
Using temporal and structural data to reconstruct 3D cerebral vasculature from a pair of 2D digital subtraction angiography sequences.
Comput. Medical Imaging Graph., 2022
Automatic framework for patient-specific modelling of tumour resection-induced brain shift.
Comput. Biol. Medicine, 2022
NousNav: A low-cost neuronavigation system for deployment in lower-resource settings.
Int. J. Comput. Assist. Radiol. Surg., 2022
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
NeuroImage, 2021
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
NeuroImage, 2021
Predicted microscopic cortical brain images for optimal craniotomy positioning and visualisation.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021
Estimation of High Framerate Digital Subtraction Angiography Sequences at Low Radiation Dose.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Deep Cortical Vessel Segmentation Driven By Data Augmentation With Neural Image Analogy.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Creation of a novel trigeminal tractography atlas for automated trigeminal nerve identification.
NeuroImage, 2020
Medical Image Anal., 2020
Adaptive Physics-Based Non-Rigid Registration for Immersive Image-Guided Neuronavigation Systems.
Frontiers Digit. Health, 2020
CoRR, 2020
A comparison of thin-plate spline deformation and finite element modeling to compensate for brain shift during tumor resection.
Int. J. Comput. Assist. Radiol. Surg., 2020
Alignment of cortical vessels viewed through the surgical microscope with preoperative imaging to compensate for brain shift.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020
Automatic brain structure-guided registration of pre and intra-operative 3D ultrasound for neurosurgery.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Deformation Aware Augmented Reality for Craniotomy Using 3D/2D Non-rigid Registration of Cortical Vessels.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data.
NeuroImage, 2019
Pilot Study on Verifying the Monotonic Relationship between Error and Uncertainty in Deformable Registration for Neurosurgery.
CoRR, 2019
A comprehensive model-assisted brain shift correction approach in image-guided neurosurgery: a case study in brain swelling and subsequent sag after craniotomy.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
Preliminary results comparing thin-plate splines with finite element methods for modeling brain deformation during neurosurgery using intraoperative ultrasound.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
Deep White Matter Analysis: Fast, Consistent Tractography Segmentation Across Populations and dMRI Acquisitions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
2018
Non-rigid registration of 3D ultrasound for neurosurgery using automatic feature detection and matching.
Int. J. Comput. Assist. Radiol. Surg., 2018
Using the variogram for vector outlier screening: application to feature-based image registration.
Int. J. Comput. Assist. Radiol. Surg., 2018
Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-Saliency Weighting for Image-Guided Neurosurgery.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
2017
Validation of model-based brain shift correction in neurosurgery via intraoperative magnetic resonance imaging: preliminary results.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017
Automated connectivity-based groupwise cortical atlas generation: Application to data of neurosurgical patients with brain tumors for cortical parcellation prediction.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
Corticospinal tract modeling for neurosurgical planning by tracking through regions of peritumoral edema and crossing fibers using two-tensor unscented Kalman filter tractography.
Int. J. Comput. Assist. Radiol. Surg., 2016
2014
Decoupling function and anatomy in atlases of functional connectivity patterns: Language mapping in tumor patients.
NeuroImage, 2014
2013
Medical Image Anal., 2013
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013
2012
fMRI-DTI modeling via landmark distance atlases for prediction and detection of fiber tracts.
NeuroImage, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
2011
Proceedings of the Information Processing in Medical Imaging, 2011
2010
Current dipole orientation and distribution of epileptiform activity correlates with cortical thinning in left mesiotemporal epilepsy.
NeuroImage, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
2009
2008
NeuroImage, 2008
Fieldmap-Free Retrospective Registration and Distortion Correction for EPI-Based Functional Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Comparison of the deformations of brain tissues caused by tumor in seizure and non-seizure patients.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Two-tensor streamline tractography through white matter intra-voxel fiber crossings: Assessed by fMRI.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
Non-rigid alignment of pre-operative MRI, fMRI, and DT-MRI with intra-operative MRI for enhanced visualization and navigation in image-guided neurosurgery.
NeuroImage, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Grid-Enabled Software Environment for Enhanced Dynamic Data-Driven Visualization and Navigation During Image-Guided Neurosurgery.
Proceedings of the Computational Science, 2007
2006
Functional MRI of memory in the hippocampus: Laterality indices may be more meaningful if calculated from whole voxel distributions.
NeuroImage, 2006
Imaging and visual analysis - Toward real-time image guided neurosurgery using distributed and grid computing.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006
Integration of patient specific modeling and advanced image processing techniques for image-guided neurosurgery.
Proceedings of the Medical Imaging 2006: Visualization, 2006
Using surface normals to localize subdural intracranial electrodes placed during neurosurgery.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
IEEE Trans. Medical Imaging, 2005
Capturing intraoperative deformations: research experience at Brigham and Women's hospital.
Medical Image Anal., 2005
Hybrid Formulation of the Model-Based Non-rigid Registration Problem to Improve Accuracy and Robustness.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
2003
Diffusion Tensor and Functional MRI Fusion with Anatomical MRI for Image-Guided Neurosurgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003