| 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 | 113 | 2018 |
| 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 | 79 | 2021 |
| 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 | 76 | 2019 |
| 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 | 75 | 2020 |
| 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 | 51 | 2021 |
| 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 | 51 | 2015 |
| 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 | 50 | 2018 |
| 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 | 40 | 2021 |
| 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 | 34 | 2019 |
| 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 | 29 | 2018 |
| 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 | 24 | 2021 |
| 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 | 19 | 2019 |
| 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, 14, 2020 | 18 | 2020 |
| 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 | 17 | 2021 |
| 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 | 13 | 2021 |
| 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 | 12 | 2023 |
| 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 | 12 | 2022 |
| 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 | 12 | 2016 |
| 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 | 11 | 2021 |
| 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 | 11 | 2018 |
