Sarah E. Gerard

26 papers B 1Journal 12Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Multimodal Learning for Lung Segmentation: Enhancing UTE MRI Segmentation with CT Datasets. ISBI Partho Ghosh, Keegan R. Staab, Jonathan L. Percy, Abhilash Kizhakke Puliyakote, Marrissa McIntosh, Andrew Hahn, Sean B. Fain, Sarah E. Gerard
2025	J	`jnl`	Open-Source Manually Annotated Vocal Tract Database for Automatic Segmentation from 3D MRI Using Deep Learning: Benchmarking 2D and 3D Convolutional and Transformer Networks. CoRR Subin Erattakulangara, Karthika Kelat, Katie Burnham, Rachel Balbi, Sarah E. Gerard, David Meyer, Sajan Goud Lingala
2024	—	`conf`	Beyond Intensity Transforms: Medical Image Synthesis Under Large Deformation. SASHIMI@MICCAI Muhammad F. A. Chaudhary, Joseph M. Reinhardt, Sarah E. Gerard
2024	J	`jnl`	LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation. IEEE Trans. Medical Imaging Muhammad F. A. Chaudhary, Sarah E. Gerard, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt
2023	J	`jnl`	Automatic segmentation of lung findings in CT and application to Long COVID. CoRR Diedre S. Carmo, Rosarie A. Tudas, Alejandro P. Comellas, Letícia Rittner, Roberto A. Lotufo, Joseph M. Reinhardt, Sarah E. Gerard
2023	—	`conf`	Bridging the Task Barriers: Online Knowledge Distillation Across Tasks for Semi-supervised Mediastinal Segmentation in CT. MLMI@MICCAI (1) Muhammad F. A. Chaudhary, Seyed Soheil Hosseini, R. Graham Barr, Joseph M. Reinhardt, Eric A. Hoffman, Sarah E. Gerard
2023	J	`jnl`	MEDPSeg: End-to-end segmentation of pulmonary structures and lesions in computed tomography. CoRR Diedre S. Carmo, Jean Ribeiro, Alejandro P. Comellas, Joseph M. Reinhardt, Sarah E. Gerard, Letícia Rittner, Roberto A. Lotufo
2022	J	`jnl`	Robust Measures of Image-Registration-Derived Lung Biomechanics in SPIROMICS. J. Imaging 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
2022	—	`conf`	Single Volume Lung Biomechanics from Chest Computed Tomography Using a Mode Preserving Generative Adversarial Network. ISBI Muhammad F. A. Chaudhary, Sarah E. Gerard, Di Wang, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt
2021	J	`jnl`	Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans. CoRR 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
2021	J	`jnl`	Single volume lung biomechanics from chest computed tomography using a mode preserving generative adversarial network. CoRR Muhammad F. A. Chaudhary, Sarah E. Gerard, Di Wang, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt
2020	J	`jnl`	An open-source framework for pulmonary fissure completeness assessment. Comput. Medical Imaging Graph. James C. Ross, Pietro Nardelli, Jorge Onieva, Sarah E. Gerard, Rola Harmouche, Yuka Okajima, Alejandro A. Díaz, George R. Washko, Raúl San José Estépar
2020	—	`conf`	Assessment of Lung Biomechanics in COPD Using Image Registration. ISBI Yue Pan, Gary E. Christensen, Oguz C. Durumeric, Sarah E. Gerard, Surya P. Bhatt, R. Graham Barr, Eric A. Hoffman, Joseph M. Reinhardt
2020	—	`conf`	Automatic Quantification of Pulmonary Fissure Integrity: A Repeatability Analysis. ISBI Zachary W. Althof, Sarah E. Gerard, Yue Pan, Gary E. Christensen, Eric A. Hoffman, Joseph M. Reinhardt
2020	J	`jnl`	CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network. CoRR 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
2020	—	`conf`	Estimating Local Tissue Expansion in Thoracic Computed Tomography Images Using Convolutional Neural Networks. ISBI Sarah E. Gerard, Joseph M. Reinhardt, Gary E. Christensen, Raúl San José Estépar
2020	J	`jnl`	Multi-resolution convolutional neural networks for fully automated segmentation of acutely injured lungs in multiple species. Medical Image Anal. Sarah E. Gerard, Jacob Herrmann, David W. Kaczka, Guido Musch, Ana Fernandez-Bustamante, Joseph M. Reinhardt
2020	J	`jnl`	N-Phase Local Expansion Ratio for Characterizing Out-of-Phase Lung Ventilation. IEEE Trans. Medical Imaging Wei Shao, Taylor J. Patton, Sarah E. Gerard, Yue Pan, Joseph M. Reinhardt, Oguz C. Durumeric, John E. Bayouth, Gary E. Christensen
2020	—	`ed.`	Thoracic Image Analysis - Second International Workshop, TIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings TIA@MICCAI Jens Petersen, Raúl San José Estépar, Alexander Schmidt-Richberg, Sarah E. Gerard, Bianca Lassen-Schmidt, Colin Jacobs, Reinhard Beichel, Kensaku Mori
2019	J	`jnl`	FissureNet: A Deep Learning Approach For Pulmonary Fissure Detection in CT Images. IEEE Trans. Medical Imaging Sarah E. Gerard, Taylor J. Patton, Gary E. Christensen, John E. Bayouth, Joseph M. Reinhardt
2019	—	`conf`	Pulmonary Lobe Segmentation Using A Sequence of Convolutional Neural Networks For Marginal Learning. ISBI Sarah E. Gerard, Joseph M. Reinhardt
2018	—	`conf`	Detecting Out-of-Phase Ventilation Using 4DCT to Improve Radiation Therapy for Lung Cancer. RAMBO+BIA+TIA@MICCAI Wei Shao, Taylor J. Patton, Sarah E. Gerard, Yue Pan, Joseph M. Reinhardt, John E. Bayouth, Oguz C. Durumeric, Gary E. Christensen
2018	B	`conf`	Sensitivity analysis of Jacobian determinant used in treatment planning for lung cancer. Image Processing Wei Shao, Sarah E. Gerard, Yue Pan, Taylor J. Patton, Joseph M. Reinhardt, Oguz C. Durumeric, John E. Bayouth, Gary E. Christensen
2018	—	`conf`	Transfer Learning for Segmentation of Injured Lungs Using Coarse-to-Fine Convolutional Neural Networks. RAMBO+BIA+TIA@MICCAI Sarah E. Gerard, Jacob Herrmann, David W. Kaczka, Joseph M. Reinhardt
2016	—	`conf`	Current-and Varifold-Based Registration of Lung Vessel and Airway Trees. CVPR Workshops Yue Pan, Gary E. Christensen, Oguz C. Durumeric, Sarah E. Gerard, Joseph M. Reinhardt, Geoffrey D. Hugo
2016	—	`conf`	Tissue-Volume Preserving Deformable Image Registration for 4DCT Pulmonary Images. CVPR Workshops 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