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ORCIDSarah E. Gerard
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2020 – today
- 2024
[j6]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): 2448-2465 (2024)- [c12]Muhammad F. A. Chaudhary, Joseph M. Reinhardt, Sarah E. Gerard:
Beyond Intensity Transforms: Medical Image Synthesis Under Large Deformation. SASHIMI@MICCAI 2024: 79-88 - 2023
- [c11]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: 310-319 - [i5]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 abs/2310.09446 (2023) - [i4]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 abs/2312.02365 (2023) - 2022
- [j5]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): 309 (2022) - [c10]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: 1-5 - 2021
- [i3]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 abs/2106.07608 (2021) - [i2]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 abs/2110.07878 (2021) - 2020
- [j4]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: 101712 (2020) - [j3]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) - [j2]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): 2025-2034 (2020) - [c9]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: 581-585 - [c8]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: 1856-1860 - [c7]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: 1891-1895 - [e1]Jens Petersen, Raúl San José Estépar, Alexander Schmidt-Richberg, Sarah E. Gerard, Bianca Lassen-Schmidt, Colin Jacobs, Reinhard Beichel, Kensaku Mori:
Thoracic Image Analysis - Second International Workshop, TIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings. Lecture Notes in Computer Science 12502, Springer 2020, ISBN 978-3-030-62468-2 [contents] - [i1]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 abs/2010.08582 (2020)
2010 – 2019
- 2019
- [j1]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): 156-166 (2019) - [c6]Sarah E. Gerard, Joseph M. Reinhardt:
Pulmonary Lobe Segmentation Using A Sequence of Convolutional Neural Networks For Marginal Learning. ISBI 2019: 1207-1211 - 2018
- [c5]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: 191-201 - [c4]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: 251-259 - [c3]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: 1057418 - 2016
- [c2]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: 481-489 - [c1]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: 566-573
Coauthor Index
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