Development and deployment of a histopathology-based deep learning algorithm for patient prescreening in a clinical trial
Juan Ramon, Albert, Parmar, Chaitanya, Carrasco-Zevallos, Oscar M., Csiszer, Carlos, Yip, Stephen S. F., Raciti, Patricia, Stone, Nicole L., Triantos, Spyros, Quiroz, Michelle M., Crowley, Patrick, Batavia, Ashita S., Greshock, Joel, Mansi, Tommaso, Standish, Kristopher A.
Published in Nature communications (01.06.2024)
Published in Nature communications (01.06.2024)
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Journal Article
Multi-Field-of-View Deep Learning Model Predicts Nonsmall Cell Lung Cancer Programmed Death-Ligand 1 Status from Whole-Slide Hematoxylin and Eosin Images
Sha, Lingdao, Osinski, Boleslaw L., Ho, Irvin Y., Tan, Timothy L., Willis, Caleb, Weiss, Hannah, Beaubier, Nike, Mahon, Brett M., Taxter, Tim J., Yip, Stephen S. F
Published in Journal of pathology informatics (01.01.2019)
Published in Journal of pathology informatics (01.01.2019)
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Journal Article
Associations Between Somatic Mutations and Metabolic Imaging Phenotypes in Non-Small Cell Lung Cancer
Yip, Stephen S F, Kim, John, Coroller, Thibaud P, Parmar, Chintan, Velazquez, Emmanuel Rios, Huynh, Elizabeth, Mak, Raymond H, Aerts, Hugo J W L
Published in Journal of Nuclear Medicine (01.04.2017)
Published in Journal of Nuclear Medicine (01.04.2017)
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Journal Article
Associations between radiologist-defined semantic and automatically computed radiomic features in non-small cell lung cancer
Yip, Stephen S. F., Liu, Ying, Parmar, Chintan, Li, Qian, Liu, Shichang, Qu, Fangyuan, Ye, Zhaoxiang, Gillies, Robert J., Aerts, Hugo J. W. L.
Published in Scientific reports (14.06.2017)
Published in Scientific reports (14.06.2017)
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Journal Article
Texture analysis of T2-weighted MRI predicts SDH mutation in paraganglioma
Naganawa, Shotaro, Kim, John, Yip, Stephen S. F., Ota, Yoshiaki, Srinivasan, Ashok, Moritani, Toshio
Published in Neuroradiology (01.04.2021)
Published in Neuroradiology (01.04.2021)
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Journal Article
Use of registration-based contour propagation in texture analysis for esophageal cancer pathologic response prediction
Yip, Stephen S F, Coroller, Thibaud P, Sanford, Nina N, Huynh, Elizabeth, Mamon, Harvey, Aerts, Hugo J W L, Berbeco, Ross I
Published in Physics in medicine & biology (21.01.2016)
Published in Physics in medicine & biology (21.01.2016)
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Journal Article
Machine Learning-Based Multiparametric Magnetic Resonance Imaging Radiomics for Prediction of H3K27M Mutation in Midline Gliomas
Kandemirli, Sedat Giray, Kocak, Burak, Naganawa, Shotaro, Ozturk, Kerem, Yip, Stephen S.F., Chopra, Saurav, Rivetti, Luciano, Aldine, Amro Saad, Jones, Karra, Cayci, Zuzan, Moritani, Toshio, Sato, Takashi Shawn
Published in World neurosurgery (01.07.2021)
Published in World neurosurgery (01.07.2021)
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Journal Article
Radiomics-Based Assessment of Radiation-Induced Lung Injury after Stereotactic Body Radiotherapy
Moran, Angel, Daly, Megan E, Yip, Stephen S.F, Yamamoto, Tokihiro
Published in Clinical lung cancer (01.11.2017)
Published in Clinical lung cancer (01.11.2017)
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Journal Article
Development and validation of a longitudinal soft-tissue metastatic lesion matching algorithm
Santoro-Fernandes, Victor, Huff, Daniel, Scarpelli, Mathew L, Perk, Timothy G, Albertini, Mark R, Perlman, Scott, Yip, Stephen S F, Jeraj, Robert
Published in Physics in medicine & biology (07.08.2021)
Published in Physics in medicine & biology (07.08.2021)
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Journal Article
Impact of experimental design on PET radiomics in predicting somatic mutation status
Yip, Stephen S.F., Parmar, Chintan, Kim, John, Huynh, Elizabeth, Mak, Raymond H., Aerts, Hugo J.W.L.
Published in European journal of radiology (01.12.2017)
Published in European journal of radiology (01.12.2017)
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Journal Article
Beam's-eye-view imaging during non-coplanar lung SBRT
Yip, Stephen S F, Rottmann, Joerg, Berbeco, Ross I
Published in Medical physics (Lancaster) (01.12.2015)
Published in Medical physics (Lancaster) (01.12.2015)
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Journal Article
Semi-automated pulmonary nodule interval segmentation using the NLST data
Balagurunathan, Yoganand, Beers, Andrew, Kalpathy-Cramer, Jayashree, McNitt-Gray, Michael, Hadjiiski, Lubomir, Zhao, Bensheng, Zhu, Jiangguo, Yang, Hao, Yip, Stephen S F, Aerts, Hugo J W L, Napel, Sandy, Cherezov, Dmitrii, Cha, Kenny, Chan, Heang-Ping, Flores, Carlos, Garcia, Alberto, Gillies, Robert, Goldgof, Dmitry
Published in Medical physics (Lancaster) (01.03.2018)
Published in Medical physics (Lancaster) (01.03.2018)
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Journal Article
Technical Note: Combination of multiple EPID imager layers improves image quality and tracking performance of low contrast-to-noise objects
Yip, Stephen S F, Rottmann, Joerg, Chen, Haijian, Morf, Daniel, Füglistaller, Rony, Star-Lack, Josh, Zentai, George, Berbeco, Ross
Published in Medical physics (Lancaster) (01.09.2017)
Published in Medical physics (Lancaster) (01.09.2017)
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Journal Article
Relationship between the Temporal Changes in Positron-Emission-Tomography-Imaging-Based Textural Features and Pathologic Response and Survival in Esophageal Cancer Patients
Yip, Stephen S F, Coroller, Thibaud P, Sanford, Nina N, Mamon, Harvey, Aerts, Hugo J W L, Berbeco, Ross I
Published in Frontiers in oncology (29.03.2016)
Published in Frontiers in oncology (29.03.2016)
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Journal Article
Erratum: Semi-automated pulmonary nodule interval segmentation using the NLST data
Balagurunathan, Yoganand, Beers, Andrew, Kalpathy-Cramer, Jayashree, McNitt-Gray, Michael, Hadjiiski, Lubomir, Zhao, Bensheng, Zhu, Jianguo, Yang, Hao, Yip, Stephen S F, Aerts, Hugo J W L, Napel, Sandy, Cherezov, Dmitrii, Cha, Kenny, Chan, Heang-Ping, Flores, Carlos, Garcia, Alberto, Gillies, Robert, Goldgof, Dmitry
Published in Medical physics (Lancaster) (01.06.2018)
Published in Medical physics (Lancaster) (01.06.2018)
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Journal Article
A method for quantitative total marrow imaging (QTMI) with PET/CT
Perk, Timothy G, Weisse, Natalie A, Yip, Stephen S F, Jeraj, Robert
Published in Biomedical physics & engineering express (08.09.2016)
Published in Biomedical physics & engineering express (08.09.2016)
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Journal Article
Super-resolution imaging in a multiple layer EPID
Chen, Haijian, Rottmann, Joerg, Yip, Stephen SF, Morf, Daniel, Füglistaller, Rony, Star-Lack, Josh, Zentai, George, Berbeco, Ross
Published in Biomedical physics & engineering express (01.04.2017)
Published in Biomedical physics & engineering express (01.04.2017)
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