Sarah E. Gerard

According to our database, Sarah E. Gerard authored at least 20 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

MEDPSeg: End-to-end segmentation of pulmonary structures and lesions in computed tomography.

Diedre S. Carmo, Jean Ribeiro, Alejandro P. Comellas, Joseph M. Reinhardt, Sarah E. Gerard, Letícia Rittner, Roberto de Alencar Lotufo

CoRR, 2023

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

Diedre S. Carmo, Rosarie A. Tudas, Alejandro P. Comellas, Letícia Rittner, Roberto de Alencar Lotufo, Joseph M. Reinhardt, Sarah E. Gerard

CoRR, 2023

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

Muhammad F. A. Chaudhary, Seyed Soheil Hosseini, R. Graham Barr, Joseph M. Reinhardt, Eric A. Hoffman, Sarah E. Gerard

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

2022

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

Yue Pan, Di Wang, Muhammad F. A. Chaudhary, Wei Shao, Sarah E. Gerard, Oguz C. Durumeric, Surya P. Bhatt, R. Graham Barr, Eric A. Hoffman, Joseph M. Reinhardt, Gary E. Christensen

J. Imaging, 2022

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

Muhammad F. A. Chaudhary, Sarah E. Gerard, Di Wang, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt

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

2021

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

Xinzi He, Jia Guo, Xuzhe Zhang, Hanwen Bi, Sarah E. Gerard, David W. Kaczka, Amin Motahari, Eric A. Hoffman, Joseph M. Reinhardt, R. Graham Barr, Elsa D. Angelini, Andrew Laine

CoRR, 2021

2020

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

Wei Shao, Taylor J. Patton, Sarah E. Gerard, Yue Pan, Joseph M. Reinhardt, Oguz C. Durumeric, John E. Bayouth, Gary E. Christensen

IEEE Trans. Medical Imaging, 2020

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

Sarah E. Gerard, Jacob Herrmann, David W. Kaczka, Guido Musch, Ana Fernandez-Bustamante, Joseph M. Reinhardt

Medical Image Anal., 2020

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

Sarah E. Gerard, Jacob Herrmann, Yi Xin, Kevin T. Martin, Emanuele Rezoagli, Davide Ippolito, Giacomo Bellani, Maurizio Cereda, Junfeng Guo, Eric A. Hoffman, David W. Kaczka, Joseph M. Reinhardt

CoRR, 2020

An open-source framework for pulmonary fissure completeness assessment.

James C. Ross, Pietro Nardelli, Jorge Onieva, Sarah E. Gerard, Rola Harmouche, Yuka Okajima, Alejandro A. Díaz, George R. Washko, Raúl San José Estépar

Comput. Medical Imaging Graph., 2020

Assessment of Lung Biomechanics in COPD Using Image Registration.

Yue Pan, Gary E. Christensen, Oguz C. Durumeric, Sarah E. Gerard, Surya P. Bhatt, R. Graham Barr, Eric A. Hoffman, Joseph M. Reinhardt

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

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

Sarah E. Gerard, Joseph M. Reinhardt, 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.

Zachary W. Althof, Sarah E. Gerard, Yue Pan, Gary E. Christensen, Eric A. Hoffman, Joseph M. Reinhardt

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

2019

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

Sarah E. Gerard, Taylor J. Patton, Gary E. Christensen, John E. Bayouth, Joseph M. Reinhardt

IEEE Trans. Medical Imaging, 2019

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

Sarah E. Gerard, Joseph M. Reinhardt

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

2018

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

Wei Shao, Sarah E. Gerard, Yue Pan, Taylor J. Patton, Joseph M. Reinhardt, Oguz C. Durumeric, John E. Bayouth, Gary E. Christensen

Proceedings of the Medical Imaging 2018: Image Processing, 2018

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

Wei Shao, Taylor J. Patton, Sarah E. Gerard, Yue Pan, Joseph M. Reinhardt, John E. Bayouth, Oguz C. Durumeric, Gary E. Christensen

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.

Sarah E. Gerard, Jacob Herrmann, David W. Kaczka, Joseph M. Reinhardt

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

2016

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

Bowen Zhao, Gary E. Christensen, Joo Hyun Song, Yue Pan, Sarah E. Gerard, Joseph M. Reinhardt, Kaifang Du, Taylor Patton, John E. Bayouth, Geoffrey D. Hugo

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.

Yue Pan, Gary E. Christensen, Oguz C. Durumeric, Sarah E. Gerard, Joseph M. Reinhardt, Geoffrey D. Hugo

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