Eric A. Hoffman
Orcid: 0000-0001-8456-9437
According to our database1,
Eric A. Hoffman
authored at least 107 papers
between 1992 and 2024.
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Bibliography
2024
Robust deep labeling of radiological emphysema subtypes using squeeze and excitation convolutional neural networks: The MESA Lung and SPIROMICS Studies.
CoRR, 2024
Robust Quantification of Percent Emphysema on CT via Domain Attention: the Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study.
CoRR, 2024
2023
Bridging the Task Barriers: Online Knowledge Distillation Across Tasks for Semi-supervised Mediastinal Segmentation in CT.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Automated detection of ribs in chest CT scans and assessment of changes in their morphology between Total Lung Capacity (TLC) and Residual Volume (RV).
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
PLOSL: Population learning followed by one shot learning pulmonary image registration using tissue volume preserving and vesselness constraints.
Medical Image Anal., 2022
J. Imaging, 2022
CT-based segmentation of thoracic vertebrae using deep learning and computation of the kyphotic angle.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022
CT-based segmentation of pectoral muscle using deep learning and association of computed metrics with aging and sex.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022
Single Volume Lung Biomechanics from Chest Computed Tomography Using a Mode Preserving Generative Adversarial Network.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study.
IEEE Trans. Medical Imaging, 2021
A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-Grow Propagation and Deep Learning.
IEEE Trans. Medical Imaging, 2021
Regional Lung Perfusion Analysis in Experimental ARDS by Electrical Impedance and Computed Tomography.
IEEE Trans. Medical Imaging, 2021
Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans.
CoRR, 2021
Generalizability of a deep learning airway segmentation algorithm to a blinded low-dose CT dataset.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Unsupervised Clustering Of Airway Tree Structures On High-Resolution CT: The Mesa Lung Study.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE).
IEEE Trans. Medical Imaging, 2020
CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network.
CoRR, 2020
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning.
CoRR, 2020
Anatomical labeling of human airway branches using a novel two-step machine learning and hierarchical features.
Proceedings of the Medical Imaging 2020: Image Processing, 2020
Registration-Invariant Biomechanical Features for Disease Staging of COPD in SPIROMICS.
Proceedings of the Thoracic Image Analysis - Second International Workshop, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Locally Adaptive Half-Max Methods for Airway Lumen-Area and Wall-Thickness and Their Repeat CT Scan Reproducibility.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Pulmonary lobar segmentation from computed tomography scans based on a statistical finite element analysis of lobe shape.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
A fully automated CT-based airway segmentation algorithm using deep learning and topological leakage detection and branch augmentation approaches.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Enhanced Generative Model for Unsupervised Discovery of Spatially-Informed Macroscopic Emphysema: The Mesa Copd Study.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Medical Biol. Eng. Comput., 2018
Topological leakage detection and freeze-and-grow propagation for improved CT-based airway segmentation.
Proceedings of the Medical Imaging 2018: Image Processing, 2018
An automated airway segmentation algorithm for CT images using topological leakage detection and volume freezing.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
2017
Frequency-Selective Computed Tomography: Applications During Periodic Thoracic Motion.
IEEE Trans. Medical Imaging, 2017
Proceedings of the Medical Imaging 2017: Image Processing, 2017
Unsupervised Discovery of Spatially-Informed Lung Texture Patterns for Pulmonary Emphysema: The MESA COPD Study.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Generative method to discover emphysema subtypes with unsupervised learning using lung macroscopic patterns (LMPS): The MESA COPD study.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Novel Theory and Algorithms of Path-Gradient and Their Application to Image Segmentation.
Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017
2016
IEEE Trans. Fuzzy Syst., 2016
A robust and efficient curve skeletonization algorithm for tree-like objects using minimum cost paths.
Pattern Recognit. Lett., 2016
J. Comput. Phys., 2016
Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016
Emphysema Quantification on Cardiac CT Scans Using Hidden Markov Measure Field Model: The MESA Lung Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
A semi-automatic framework of measuring pulmonary arterial metrics at anatomic airway locations using CT imaging.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
A Novel Iterative Method for Airway Tree Segmentation from CT Imaging Using Multiscale Leakage Detection.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016
2015
Sparse sampling and unsupervised learning of lung texture patterns in pulmonary emphysema: MESA COPD study.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015
2014
Adaptive Quantification and Longitudinal Analysis of Pulmonary Emphysema With a Hidden Markov Measure Field Model.
IEEE Trans. Medical Imaging, 2014
Automated Assessment of Pulmonary Arterial Morphology in Multi-row Detector CT Imaging Using Correspondence with Anatomic Airway Branches.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
2013
Optimal Graph Search Based Segmentation of Airway Tree Double Surfaces Across Bifurcations.
IEEE Trans. Medical Imaging, 2013
A multiscale MDCT image-based breathing lung model with time-varying regional ventilation.
J. Comput. Phys., 2013
Robust quantification of pulmonary emphysema with a Hidden Markov Measure Field model.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
A New Paradigm of Interactive Artery/Vein Separation in Noncontrast Pulmonary CT Imaging Using Multiscale Topomorphologic Opening.
IEEE Trans. Biomed. Eng., 2012
Tracking Regional Tissue Volume and Function Change in Lung Using Image Registration.
Int. J. Biomed. Imaging, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Tensor scale-based anisotropic region growing for segmentation of elongated biological structures.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
An in-vivo computed tomography approach for quantifying porcine pulmonary arterial morphometry.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Segmentation of pathological and diseased lung tissue in CT images using a graph-search algorithm.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Topomorphologic Separation of Fused Isointensity Objects via Multiscale Opening: Separating Arteries and Veins in 3-D Pulmonary CT.
IEEE Trans. Medical Imaging, 2010
Int. J. Comput. Sci. Eng., 2010
Multiscale topo-morphologic opening of arteries and veins: a validation study on phantoms and CT imaging of pulmonary vessel casting of pigs.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Multi-scale Topo-morphometric Opening of Arteries and Veins: An Evaluative Study via Pulmonary CT Imaging.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
2009
Int. J. Biomed. Imaging, 2009
A novel multiscale topo-morphometric approach for separating arteries and veins via pulmonary CT imaging.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
2008
Registration-based estimates of local lung tissue expansion compared to xenon CT measures of specific ventilation.
Medical Image Anal., 2008
2007
Three-dimensional histopathology of lung cancer with multimodality image registration.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
A New Method for Spherical Object Detection and Its Application to Computer Aided Detection of Pulmonary Nodules in CT Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
The Lung Image Database Consortium (LIDC): pulmonary nodule measurements, the variation, and the difference between different size metrics.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
The Lung Image Database Consortium (LIDC): a quality assurance model for the collection of expert-defined truth in lung-nodule-based image analysis studies.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Registration-Derived Estimates of Local Lung Expansion as Surrogates for Regional Ventilation.
Proceedings of the Information Processing in Medical Imaging, 2007
2006
IEEE Trans. Medical Imaging, 2006
MDCT-based 3-D texture classification of emphysema and early smoking related lung pathologies.
IEEE Trans. Medical Imaging, 2006
Comput. Biol. Medicine, 2006
Computerized detection of pulmonary nodules using a combination of 3D global and local shape information based on helical CT images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Establishing multi-modality datasets with the incorporation of 3D histopathology for soft tissue classification.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
IEEE Trans. Medical Imaging, 2005
Intrathoracic airway trees: segmentation and airway morphology analysis from low-dose CT scans.
IEEE Trans. Medical Imaging, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Automatic lung lobe segmentation in x-ray CT images by 3D watershed transform using anatomic information from the segmented airway tree.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
3D pulmonary airway color image reconstruction via shape from shading and virtual bronchoscopy imaging techniques.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Imaging 2005: Visualization, 2005
Proceedings of the Information Processing in Medical Imaging, 2005
2004
IEEE Trans. Medical Imaging, 2004
Computerized detection of pulmonary nodules using cellular neural networks in CT images.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, 2004
2003
IEEE Trans. Medical Imaging, 2003
2002
Segmentation, Skeletonization, and Branchpoint Matching - A Fully Automated Quantitative Evaluation of Human Intrathoracic Airway Trees.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
IEEE Trans. Medical Imaging, 2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
1998
IEEE Trans. Medical Imaging, 1998
1997
1996
IEEE Trans. Medical Imaging, 1996
Fuzzy logic approach to extraction of intrathoracic airway trees from three-dimensional CT images.
Proceedings of the Medical Imaging 1996: Image Processing, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1992
Proceedings of the Fifth Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'92), 1992