Sarah E. Gerard

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 22

Top Topics

Automatic Segmentation

Image Registration

Top Venues

IEEE Trans. Medical Imaging

RAMBO+BIA+TIA@MICCAI

Publications

Muhammad F. A. Chaudhary, Sarah E. Gerard, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt
LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation. IEEE Trans. Medical Imaging 43 (7) (2024)
Diedre S. Carmo, Rosarie A. Tudas, Alejandro P. Comellas, Letícia Rittner, Roberto de Alencar Lotufo, Joseph M. Reinhardt, Sarah E. Gerard
Automatic segmentation of lung findings in CT and application to Long COVID. CoRR (2023)
Diedre S. Carmo, Jean Ribeiro, Alejandro P. Comellas, Joseph M. Reinhardt, Sarah E. Gerard, Letícia Rittner, Roberto de Alencar Lotufo
MEDPSeg: End-to-end segmentation of pulmonary structures and lesions in computed tomography. CoRR (2023)
Muhammad F. A. Chaudhary, Seyed Soheil Hosseini, R. Graham Barr, Joseph M. Reinhardt, Eric A. Hoffman, Sarah E. Gerard
Bridging the Task Barriers: Online Knowledge Distillation Across Tasks for Semi-supervised Mediastinal Segmentation in CT. MLMI@MICCAI (1) (2023)
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
Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS. J. Imaging 8 (11) (2022)
Muhammad F. A. Chaudhary, Sarah E. Gerard, Di Wang, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt
Single Volume Lung Biomechanics from Chest Computed Tomography Using a Mode Preserving Generative Adversarial Network. ISBI (2022)
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
Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans. CoRR (2021)
Muhammad F. A. Chaudhary, Sarah E. Gerard, Di Wang, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt
Single volume lung biomechanics from chest computed tomography using a mode preserving generative adversarial network. CoRR (2021)
Zachary W. Althof, Sarah E. Gerard, Yue Pan, Gary E. Christensen, Eric A. Hoffman, Joseph M. Reinhardt
Automatic Quantification of Pulmonary Fissure Integrity: A Repeatability Analysis. ISBI (2020)
Sarah E. Gerard, Joseph M. Reinhardt, Gary E. Christensen, Raúl San José Estépar
Estimating Local Tissue Expansion in Thoracic Computed Tomography Images Using Convolutional Neural Networks. ISBI (2020)
James C. Ross, Pietro Nardelli, Jorge Onieva, Sarah E. Gerard, Rola Harmouche, Yuka Okajima, Alejandro A. Díaz, George R. Washko, Raúl San José Estépar
An open-source framework for pulmonary fissure completeness assessment. Comput. Medical Imaging Graph. 83 (2020)
Sarah E. Gerard, Jacob Herrmann, David W. Kaczka, Guido Musch, Ana Fernandez-Bustamante, Joseph M. Reinhardt
Multi-resolution convolutional neural networks for fully automated segmentation of acutely injured lungs in multiple species. Medical Image Anal. 60 (2020)
Wei Shao, Taylor J. Patton, Sarah E. Gerard, Yue Pan, Joseph M. Reinhardt, Oguz C. Durumeric, John E. Bayouth, Gary E. Christensen
N-Phase Local Expansion Ratio for Characterizing Out-of-Phase Lung Ventilation. IEEE Trans. Medical Imaging 39 (6) (2020)
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
CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network. CoRR (2020)
Yue Pan, Gary E. Christensen, Oguz C. Durumeric, Sarah E. Gerard, Surya P. Bhatt, R. Graham Barr, Eric A. Hoffman, Joseph M. Reinhardt
Assessment of Lung Biomechanics in COPD Using Image Registration. ISBI (2020)
Sarah E. Gerard, Taylor J. Patton, Gary E. Christensen, John E. Bayouth, Joseph M. Reinhardt
FissureNet: A Deep Learning Approach For Pulmonary Fissure Detection in CT Images. IEEE Trans. Medical Imaging 38 (1) (2019)
Sarah E. Gerard, Joseph M. Reinhardt
Pulmonary Lobe Segmentation Using A Sequence of Convolutional Neural Networks For Marginal Learning. ISBI (2019)
Wei Shao, Taylor J. Patton, Sarah E. Gerard, Yue Pan, Joseph M. Reinhardt, John E. Bayouth, Oguz C. Durumeric, Gary E. Christensen
Detecting Out-of-Phase Ventilation Using 4DCT to Improve Radiation Therapy for Lung Cancer. RAMBO+BIA+TIA@MICCAI (2018)
Sarah E. Gerard, Jacob Herrmann, David W. Kaczka, Joseph M. Reinhardt
Transfer Learning for Segmentation of Injured Lungs Using Coarse-to-Fine Convolutional Neural Networks. RAMBO+BIA+TIA@MICCAI (2018)
Wei Shao, Sarah E. Gerard, Yue Pan, Taylor J. Patton, Joseph M. Reinhardt, Oguz C. Durumeric, John E. Bayouth, Gary E. Christensen
Sensitivity analysis of Jacobian determinant used in treatment planning for lung cancer. Medical Imaging: Image Processing (2018)
Yue Pan, Gary E. Christensen, Oguz C. Durumeric, Sarah E. Gerard, Joseph M. Reinhardt, Geoffrey D. Hugo
Current-and Varifold-Based Registration of Lung Vessel and Airway Trees. CVPR Workshops (2016)
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
Tissue-Volume Preserving Deformable Image Registration for 4DCT Pulmonary Images. CVPR Workshops (2016)