Joseph M. Reinhardt

Roberto de Alencar Lotufo

Letícia Rittner

CoRR, 2023

Automatic segmentation of lung findings in CT and application to Long COVID.

[BibT_eX]

[DOI]

Diedre S. Carmo

Rosarie A. Tudas

Alejandro P. Comellas

Letícia Rittner

Roberto de Alencar Lotufo

CoRR, 2023

Bridging the Task Barriers: Online Knowledge Distillation Across Tasks for Semi-supervised Mediastinal Segmentation in CT.

[BibT_eX]

[DOI]

Seyed Soheil Hosseini

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

2022

PLOSL: Population learning followed by one shot learning pulmonary image registration using tissue volume preserving and vesselness constraints.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS.

[BibT_eX]

[DOI]

Yue Pan

Di Wang

J. Imaging, 2022

Single Volume Lung Biomechanics from Chest Computed Tomography Using a Mode Preserving Generative Adversarial Network.

[BibT_eX]

[DOI]

Di Wang

Gary E. Christensen

Christopher B. Cooper

Joyce D. Schroeder

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

Geodesic density regression for correcting 4DCT pulmonary respiratory motion artifacts.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans.

[BibT_eX]

[DOI]

CoRR, 2021

2020

N-Phase Local Expansion Ratio for Characterizing Out-of-Phase Lung Ventilation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Multi-resolution convolutional neural networks for fully automated segmentation of acutely injured lungs in multiple species.

[BibT_eX]

[DOI]

Ana Fernandez-Bustamante

Medical Image Anal., 2020

CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network.

[BibT_eX]

[DOI]

CoRR, 2020

Registration-Invariant Biomechanical Features for Disease Staging of COPD in SPIROMICS.

[BibT_eX]

[DOI]

Alejandro P. Comellas

Gary E. Christensen

Proceedings of the Thoracic Image Analysis - Second International Workshop, 2020

A Deep Learning Approach to Video Fluoroscopic Swallowing Exam Classification.

[BibT_eX]

[DOI]

Patrick Wilhelm

Douglas van Daele

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Assessment of Lung Biomechanics in COPD Using Image Registration.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Estimating Local Tissue Expansion in Thoracic Computed Tomography Images Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Gary E. Christensen

Raúl San José Estépar

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Automatic Quantification of Pulmonary Fissure Integrity: A Repeatability Analysis.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

FissureNet: A Deep Learning Approach For Pulmonary Fissure Detection in CT Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Pulmonary Lobe Segmentation Using A Sequence of Convolutional Neural Networks For Marginal Learning.

[BibT_eX]

[DOI]

Alexander Schmidt-Richberg

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Sensitivity analysis of Jacobian determinant used in treatment planning for lung cancer.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Image Processing, 2018

Detecting Out-of-Phase Ventilation Using 4DCT to Improve Radiation Therapy for Lung Cancer.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018

Transfer Learning for Segmentation of Injured Lungs Using Coarse-to-Fine Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018

2016

Tissue-Volume Preserving Deformable Image Registration for 4DCT Pulmonary Images.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Current-and Varifold-Based Registration of Lung Vessel and Airway Trees.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2013

Splat Feature Classification With Application to Retinal Hemorrhage Detection in Fundus Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2013

2012

Extraction of Airways From CT (EXACT'09).

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

Improving Intensity-Based Lung CT Registration Accuracy Utilizing Vascular Information.

[BibT_eX]

[DOI]

Int. J. Biomed. Imaging, 2012

Tracking Regional Tissue Volume and Function Change in Lung Using Image Registration.

[BibT_eX]

[DOI]

Int. J. Biomed. Imaging, 2012

Retinal vessel width measurement at branching points using an improved electric field theory-based graph approach.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Automated artery-venous classification of retinal blood vessels based on structural mapping method.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

2011

Vessel Boundary Delineation on Fundus Images Using Graph-Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2011

Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge.

[BibT_eX]

[DOI]

Sascha E. A. Muenzing

Jef Vandemeulebroucke

Simon Rit

David Sarrut

Josien P. W. Pluim

IEEE Trans. Medical Imaging, 2011

Simultaneous automatic detection of optic disc and fovea on fundus photographs.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Automated method for the identification and analysis of vascular tree structures in retinal vessel network.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Retinal vessel width measurements based on a graph-theoretic method.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Identification and reconnection of interrupted vessels in retinal vessel segmentation.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Segmentation of pathological and diseased lung tissue in CT images using a graph-search algorithm.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Registration-based measurement of regional expiration volume ratio using dynamic 4DCT imaging.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Quantification of regional lung ventilation from tagged hyperpolarized helium-3 MRI.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Time-varying lung ventilation analysis of 4DCT using image registration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Objective and expert-independent validation of retinal image registration algorithms by a projective imaging distortion model.

[BibT_eX]

[DOI]

Medical Image Anal., 2010

Unifying Vascular Information in Intensity-Based Nonrigid Lung CT Registration.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010

Retinal atlas statistics from color fundus images.

[BibT_eX]

[DOI]

Sangyeol Lee

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Tissue volume and vesselness measure preserving nonrigid registration of lung CT images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Automated measurement of retinal blood vessel tortuosity.

[BibT_eX]

[DOI]

Vinayak S. Joshi

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

2009

Anatomy-Guided Lung Lobe Segmentation in X-Ray CT Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2009

Evaluation of Lobar Biomechanics during Respiration Using Image Registration.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Medical Image Anal., 2008

Retinal image mosaicing using the radial distortion correction model.

[BibT_eX]

[DOI]

Sangyeol Lee

Proceedings of the Medical Imaging 2008: Image Processing, 2008

Tracking the hyoid bone in videofluoroscopic swallowing studies.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2008: Image Processing, 2008

2007

Guest Editorial: Medical Imaging Informatics - an Information Processing from Image Formation to Visualization.

[BibT_eX]

[DOI]

Jerome Zhengrong Liang

Hongbing Lu

Dimitris N. Metaxas

Int. J. Image Graph., 2007

Three-dimensional histopathology of lung cancer with multimodality image registration.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Feature-based pairwise retinal image registration by radial distortion correction.

[BibT_eX]

[DOI]

Sangyeol Lee

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Pulmonary CT Image Analysis and Computer Aided Detection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2007

2006

Atlas-driven lung lobe segmentation in volumetric X-ray CT images.

[BibT_eX]

[DOI]

Li Zhang

IEEE Trans. Medical Imaging, 2006

Automatic segmentation of pulmonary fissures in x-ray CT images using anatomic guidance.

[BibT_eX]

[DOI]

Milan Sonka

Proceedings of the Medical Imaging 2006: Image Processing, 2006

Establishing multi-modality datasets with the incorporation of 3D histopathology for soft tissue classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2006: Image Processing, 2006

2005

Automatic lung lobe segmentation in x-ray CT images by 3D watershed transform using anatomic information from the segmented airway tree.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2005: Image Processing, 2005

3D pulmonary airway color image reconstruction via shape from shading and virtual bronchoscopy imaging techniques.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2005: Image Processing, 2005

The use and benefit of stereology in choosing a CT scanning protocol for the lung.

[BibT_eX]

[DOI]

Zvi Markowitz

Murray H. Loew

Proceedings of the Medical Imaging 2005: Image Processing, 2005

2004

Smoothing lung segmentation surfaces in 3D x-ray CT images using anatomic guidance.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2004: Image Processing, 2004

Regional Lung Ventilation from Volumetric CT Scans Using Image Warping Functions.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Classification of Breast MRI Lesions Using A Backpropagation Neural Network (BNN).

[BibT_eX]

[DOI]

Lina Arbach

Alan Stolpen

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003

Segmentation and Analysis of the Human Airway Tree from 3D X-ray CT Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2003

Classification of mammographic masses: comparison between Backpropagation Neural Network (BNN) and human readers.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2003: Image Processing, 2003

2002

Segmentation, Skeletonization, and Branchpoint Matching - A Fully Automated Quantitative Evaluation of Human Intrathoracic Airway Trees.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Automated Nomenclature Labeling of the Bronchial Tree in 3D-CT Lung Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Integrated system for CT-based assessment of parenchymal lung disease.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001

Automatic Lung Segmentation for Accurate Quantitation of Volumetric X-ray CT Images.

[BibT_eX]

[DOI]

Shiying Hu

IEEE Trans. Medical Imaging, 2001

Automatic generation of object shape models and their application to tomographic image segmentation.

[BibT_eX]

[DOI]

Baojun Li

Proceedings of the Medical Imaging 2001: Image Processing, 2001

Integrated System for Objective Assessment of Global and Regional Lung Structure.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

2000

Cue-Based Segmentation of 4D Cardiac Image Sequences.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2000

1997

Accurate Measurement of Intrathoracic Airways.

[BibT_eX]

[DOI]

N. D. D'Souza

IEEE Trans. Medical Imaging, 1997

1996

Efficient morphological shape representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 1996

Comparison Between the Morphological Skeleton and Morphological Shape Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1996

1995

Strategy for shape-based image analysis.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994

Semiautomatic construction of 3D medical image-segmentation processes.

[BibT_eX]

[DOI]

Werner L. Sharp

Proceedings of the Visualization in Biomedical Computing 1994, 1994

Automatic Generation of Image-Segmentation Processes.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Shape Representation: Comparison between the Morphological Skeleton and Morphological Shape Decomposition.

[BibT_eX]

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993

Flexible search-based approach for morphological shape decomposition.

[BibT_eX]

[DOI]

Proceedings of the Visual Communications and Image Processing '93, 1993

Toward efficient morphological shape representation.

[BibT_eX]

[DOI]