Lung Segmentation in 4D CT Volumes Based on Robust Active Shape Model Matching

por Gill, Gurman, Beichel, Reinhard R.
Publicado 2015

Robust Initialization of Active Shape Models for Lung Segmentation in CT Scans: A Feature-Based Atlas Approach

por Gill, Gurman, Toews, Matthew, Beichel, Reinhard R.
Publicado 2014

Head and Neck Cancer Segmentation in FDG PET Images: Performance Comparison of Convolutional Neural Networks and Vision Transformers

por Xiong, Xiaofan, Smith, Brian J., Graves, Stephen A., Graham, Michael M., Buatti, John M., Beichel, Reinhard R.
Publicado 2023

Machine learning with the TCGA-HNSC dataset: improving usability by addressing inconsistency, sparsity, and high-dimensionality

por Rendleman, Michael C., Buatti, John M., Braun, Terry A., Smith, Brian J., Nwakama, Chibuzo, Beichel, Reinhard R., Brown, Bart, Casavant, Thomas L.
Publicado 2019

FDG PET based prediction of response in head and neck cancer treatment: Assessment of new quantitative imaging features

por Beichel, Reinhard R., Ulrich, Ethan J., Smith, Brian J., Bauer, Christian, Brown, Bartley, Casavant, Thomas, Sunderland, John J., Graham, Michael M., Buatti, John M.
Publicado 2019

DICOM for quantitative imaging biomarker development: a standards based approach to sharing clinical data and structured PET/CT analysis results in head and neck cancer research

por Fedorov, Andriy, Clunie, David, Ulrich, Ethan, Bauer, Christian, Wahle, Andreas, Brown, Bartley, Onken, Michael, Riesmeier, Jörg, Pieper, Steve, Kikinis, Ron, Buatti, John, Beichel, Reinhard R.
Publicado 2016

FLT PET Radiomics for Response Prediction to Chemoradiation Therapy in Head and Neck Squamous Cell Cancer

por Ulrich, Ethan J., Menda, Yusuf, Boles Ponto, Laura L., Anderson, Carryn M., Smith, Brian J., Sunderland, John J., Graham, Michael M., Buatti, John M., Beichel, Reinhard R.
Publicado 2019

Semiautomated segmentation of head and neck cancers in 18F-FDG PET scans: A just-enough-interaction approach

por Beichel, Reinhard R., Van Tol, Markus, Ulrich, Ethan J., Bauer, Christian, Chang, Tangel, Plichta, Kristin A., Smith, Brian J., Sunderland, John J., Graham, Michael M., Sonka, Milan, Buatti, John M.
Publicado 2016

Noise-Based Image Harmonization Significantly Increases Repeatability and Reproducibility of Radiomics Features in PET Images: A Phantom Study

por Keller, Harald, Shek, Tina, Driscoll, Brandon, Xu, Yiwen, Nghiem, Brian, Nehmeh, Sadek, Grkovski, Milan, Schmidtlein, Charles Ross, Budzevich, Mikalai, Balagurunathan, Yoganand, Sunderland, John J., Beichel, Reinhard R., Uribe, Carlos, Lee, Ting-Yim, Li, Fiona, Jaffray, David A., Yeung, Ivan
Publicado 2022

Multisite Technical and Clinical Performance Evaluation of Quantitative Imaging Biomarkers from 3D FDG PET Segmentations of Head and Neck Cancer Images

por Smith, Brian J., Buatti, John M., Bauer, Christian, Ulrich, Ethan J., Ahmadvand, Payam, Budzevich, Mikalai M., Gillies, Robert J., Goldgof, Dmitry, Grkovski, Milan, Hamarneh, Ghassan, Kinahan, Paul E., Muzi, John P., Muzi, Mark, Laymon, Charles M., Mountz, James M., Nehmeh, Sadek, Oborski, Matthew J., Zhao, Binsheng, Sunderland, John J., Beichel, Reinhard R.
Publicado 2020