Uncertainty-Aware Test-Time Adaptation for Inverse Consistent Diffeomorphic Lung Image Registration

Authors: Chaudhary, Muhammad F. A., Aguilera, Stephanie M., Nakhmani, Arie, Reinhardt, Joseph M., Bhatt, Surya P., Bodduluri, Sandeep

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.07567

MEDPSeg: Hierarchical polymorphic multitask learning for the segmentation of ground-glass opacities, consolidation, and pulmonary structures on computed tomography

Authors: Carmo, Diedre S., Ribeiro, Jean A., Comellas, Alejandro P., Reinhardt, Joseph M., Gerard, Sarah E., Rittner, Letícia, Lotufo, Roberto A.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2312.02365

Automatic segmentation of lung findings in CT and application to Long COVID

Authors: Carmo, Diedre S., Tudas, Rosarie A., Comellas, Alejandro P., Rittner, Leticia, Lotufo, Roberto A., Reinhardt, Joseph M., Gerard, Sarah E.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2310.09446

Single Volume Lung Biomechanics from Chest Computed Tomography Using a Mode Preserving Generative Adversarial Network

Authors: Chaudhary, Muhammad F. A., Gerard, Sarah E., Wang, Di, Christensen, Gary E., Cooper, Christopher B., Schroeder, Joyce D., Hoffman, Eric A., Reinhardt, Joseph M.

Source: 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2022 IEEE 19th International Symposium on. :1-5 Mar, 2022

Relation: 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)

LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation

Authors: Chaudhary, Muhammad F. A., Gerard, Sarah E., Christensen, Gary E., Cooper, Christopher B., Schroeder, Joyce D., Hoffman, Eric A., Reinhardt, Joseph M.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, I.4.0

Access URL: http://arxiv.org/abs/2210.02625

Automatic Quantification of Pulmonary Fissure Integrity: A Repeatability Analysis

Authors: Althof, Zachary W., Gerard, Sarah E., Pan, Yue, Christensen, Gary E., Hoffman, Eric A., Reinhardt, Joseph M.

Source: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2020 IEEE 17th International Symposium on. :581-585 Apr, 2020

Relation: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)

Estimating Local Tissue Expansion in Thoracic Computed Tomography Images Using Convolutional Neural Networks

Authors: Gerard, Sarah E., Reinhardt, Joseph M., Christensen, Gary E., Estepar, Raul San Jose

Source: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2020 IEEE 17th International Symposium on. :1856-1860 Apr, 2020

Relation: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)

Assessment of Lung Biomechanics in COPD Using Image Registration

Authors: Pan, Yue, Christensen, Gary E., Durumeric, Oguz C., Gerard, Sarah E., Bhatt, Surya P., Barr, R. Graham, Hoffman, Eric A., Reinhardt, Joseph M.

Source: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2020 IEEE 17th International Symposium on. :1891-1895 Apr, 2020

Relation: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)

A Deep Learning Approach to Video Fluoroscopic Swallowing Exam Classification

Authors: Wilhelm, Patrick, Reinhardt, Joseph M., Van Daele, Douglas

Source: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2020 IEEE 17th International Symposium on. :1647-1650 Apr, 2020

Relation: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)

CT strain metrics allow for earlier diagnosis of bronchiolitis obliterans syndrome after hematopoietic cell transplant

Authors: Sharifi, Husham, Bertini, Christopher D., Alkhunaizi, Mansour, Hernandez, Maria, Musa, Zayan, Borges, Carlos, Turk, Ihsan, Bashoura, Lara, Dickey, Burton F., Cheng, Guang-Shing, Yanik, Gregory, Galban, Craig J., Guo, Huawei Henry, Godoy, Myrna C. B., Reinhardt, Joseph M., Hoffman, Eric A., Castro, Mario, Rondon, Gabriela, Alousi, Amin M., Champlin, Richard E., Shpall, Elizabeth J., Lu, Ying, Peterson, Samuel, Datta, Keshav, Nicolls, Mark R., Hsu, Joe, Sheshadri, Ajay

Source: In Blood Advances 8 October 2024 8(19):5156-5165

Single volume lung biomechanics from chest computed tomography using a mode preserving generative adversarial network

Authors: Chaudhary, Muhammad F. A., Gerard, Sarah E., Wang, Di, Christensen, Gary E., Cooper, Christopher B., Schroeder, Joyce D., Hoffman, Eric A., Reinhardt, Joseph M.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2110.07878

Geodesic Density Regression for Correcting 4DCT Pulmonary Respiratory Motion Artifacts

Authors: Shao, Wei, Pan, Yue, Durumeric, Oguz C., Reinhardt, Joseph M., Bayouth, John E., Rusu, Mirabela, Christensen, Gary E.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Physics - Medical Physics, 92C55

Access URL: http://arxiv.org/abs/2106.06853

Pulmonary Lobe Segmentation Using A Sequence of Convolutional Neural Networks For Marginal Learning

Authors: Gerard, Sarah E., Reinhardt, Joseph M.

Source: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) Biomedical Imaging (ISBI 2019), 2019 IEEE 16th International Symposium on. :1207-1211 Apr, 2019

Relation: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI)

CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network

Authors: Gerard, Sarah E., Herrmann, Jacob, Xin, Yi, Martin, Kevin T., Rezoagli, Emanuele, Ippolito, Davide, Bellani, Giacomo, Cereda, Maurizio, Guo, Junfeng, Hoffman, Eric A., Kaczka, David W., Reinhardt, Joseph M.

Source: Sci Rep 11, 1455 (2021)

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2010.08582

Robust quantification of CT‐ventilation biomarker techniques and repeatability in a porcine model

Authors: Flakus, Mattison J., Wuschner, Antonia E., Wallat, Eric M., Shao, Wei, Meudt, Jen, Shanmuganayagam, Dhanansayan, Christensen, Gary E., Reinhardt, Joseph M., Bayouth, John E.

Source: Medical physics. 50(10):6366-6378

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100195626125.0x000001&indx=1&recIds=ETOCvdc_100195626125.0x000001

Direct estimation of regional lung volume change from paired and single CT images using residual regression neural network

Authors: Gerard, Sarah E., Chaudhary, Muhammad F. A., Herrmann, Jacob, Christensen, Gary E., San José Estépar, Raúl, Reinhardt, Joseph M., Hoffman, Eric A.

Source: Medical physics. 50(9):5698-5714

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100192133347.0x000001&indx=1&recIds=ETOCvdc_100192133347.0x000001

Predicting pulmonary ventilation damage after radiation therapy for nonsmall cell lung cancer using a ResNet generative adversarial network

Authors: Wallat, Eric M., Wuschner, Antonia E., Flakus, Mattison J., Gerard, Sarah E., Christensen, Gary E., Reinhardt, Joseph M., Bayouth, John E.

Source: Medical physics. 50(5):3199-3209

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100185491862.0x000001&indx=1&recIds=ETOCvdc_100185491862.0x000001

Automated determination of arteriovenous ratio in images of blood vessels

Tissue-Volume Preserving Deformable Image Registration for 4DCT Pulmonary Images

Authors: Zhao, Bowen, Christensen, Gary E., Song, Joo Hyun, Pan, Yue, Gerard, Sarah E., Reinhardt, Joseph M., Du, Kaifang, Patton, Taylor, Bayouth, John M., Hugo, Geoffrey D.

Source: 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) Computer Vision and Pattern Recognition Workshops (CVPRW), 2016 IEEE Conference on. :481-489 Jun, 2016

Relation: 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Current-and Varifold-Based Registration of Lung Vessel and Airway Trees

Authors: Pan, Yue, Christensen, Gary E., Durumeric, Oguz C., Gerard, Sarah E., Reinhardt, Joseph M., Hugo, Geoffrey D.

Source: 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) Computer Vision and Pattern Recognition Workshops (CVPRW), 2016 IEEE Conference on. :566-573 Jun, 2016

Relation: 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)