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Sarah E. Gerard
Sarah E. Gerard
Verified email at uiowa.edu
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Year
FissureNet: a deep learning approach for pulmonary fissure detection in CT images
SE Gerard, TJ Patton, GE Christensen, JE Bayouth, JM Reinhardt
IEEE transactions on medical imaging 38 (1), 156-166, 2018
1122018
Computed tomography assessment of PEEP-induced alveolar recruitment in patients with severe COVID-19 pneumonia
L Ball, C Robba, L Maiello, J Herrmann, SE Gerard, Y Xin, D Battaglini, ...
Critical Care 25, 1-10, 2021
722021
Multi-resolution convolutional neural networks for fully automated segmentation of acutely injured lungs in multiple species
SE Gerard, J Herrmann, DW Kaczka, G Musch, A Fernandez-Bustamante, ...
Medical image analysis 60, 101592, 2020
712020
The VAMPIRE challenge: a multi‐institutional validation study of CT ventilation imaging
J Kipritidis, BA Tahir, G Cazoulat, MS Hofman, S Siva, J Callahan, ...
Medical physics 46 (3), 1198-1217, 2019
712019
FABP4-Cre mediated expression of constitutively active ChREBP protects against obesity, fatty liver, and insulin resistance
AM Nuotio-Antar, N Poungvarin, M Li, M Schupp, M Mohammad, S Gerard, ...
Endocrinology 156 (11), 4020-4032, 2015
492015
CT image segmentation for inflamed and fibrotic lungs using a multi-resolution convolutional neural network
SE Gerard, J Herrmann, Y Xin, KT Martin, E Rezoagli, D Ippolito, G Bellani, ...
Scientific reports 11 (1), 1455, 2021
482021
Airway fractal dimension predicts respiratory morbidity and mortality in COPD
S Bodduluri, ASK Puliyakote, SE Gerard, JM Reinhardt, EA Hoffman, ...
The Journal of clinical investigation 128 (12), 5374-5382, 2018
482018
Lung distribution of gas and blood volume in critically ill COVID-19 patients: a quantitative dual-energy computed tomography study
L Ball, C Robba, J Herrmann, SE Gerard, Y Xin, M Mandelli, D Battaglini, ...
Critical Care 25, 1-12, 2021
382021
Pulmonary lobe segmentation using a sequence of convolutional neural networks for marginal learning
SE Gerard, JM Reinhardt
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
312019
Quantifying ventilation change due to radiation therapy using 4 DCT Jacobian calculations
TJ Patton, SE Gerard, W Shao, GE Christensen, JM Reinhardt, ...
Medical physics 45 (10), 4483-4492, 2018
282018
An experimental pre-post study on the efficacy of respiratory physiotherapy in severe critically III COVID-19 patients
D Battaglini, S Caiffa, G Gasti, E Ciaravolo, C Robba, J Herrmann, ...
Journal of clinical medicine 10 (10), 2139, 2021
222021
Quantifying regional lung deformation using four-dimensional computed tomography: a comparison of conventional and oscillatory ventilation
J Herrmann, SE Gerard, W Shao, ML Hawley, JM Reinhardt, ...
Frontiers in physiology 11, 505469, 2020
172020
Diminishing efficacy of prone positioning with late application in evolving lung injury
Y Xin, K Martin, CCA Morais, P Delvecchio, SE Gerard, H Hamedani, ...
Critical care medicine 49 (10), e1015-e1024, 2021
162021
N-phase local expansion ratio for characterizing out-of-phase lung ventilation
W Shao, TJ Patton, SE Gerard, Y Pan, JM Reinhardt, OC Durumeric, ...
IEEE transactions on medical imaging 39 (6), 2025-2034, 2019
152019
Collaborators of the GECOVID Group. Lung distribution of gas and blood volume in critically ill COVID-19 patients: a quantitative dual-energy computed tomography study
L Ball, C Robba, J Herrmann, SE Gerard, Y Xin, M Mandelli, D Battaglini, ...
Crit Care 25 (1), 214, 2021
132021
Tissue-volume preserving deformable image registration for 4DCT pulmonary images
B Zhao, GE Christensen, J Hyun Song, Y Pan, SE Gerard, JM Reinhardt, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2016
132016
Effects of lung injury on regional aeration and expiratory time constants: insights from four-dimensional computed tomography image registration
J Herrmann, SE Gerard, W Shao, Y Xin, M Cereda, JM Reinhardt, ...
Frontiers in physiology 12, 707119, 2021
122021
Early versus late intubation in COVID-19 patients failing helmet CPAP: A quantitative computed tomography study
L Ball, C Robba, J Herrmann, SE Gerard, Y Xin, M Pigati, A Berardino, ...
Respiratory physiology & neurobiology 301, 103889, 2022
112022
Transfer learning for segmentation of injured lungs using coarse-to-fine convolutional neural networks
SE Gerard, J Herrmann, DW Kaczka, JM Reinhardt
Image Analysis for Moving Organ, Breast, and Thoracic Images: Third …, 2018
112018
Predicting severe chronic obstructive pulmonary disease exacerbations using quantitative CT: a retrospective model development and external validation study
MFA Chaudhary, EA Hoffman, J Guo, AP Comellas, JD Newell, P Nagpal, ...
The Lancet Digital Health 5 (2), e83-e92, 2023
102023
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