Lung tumor segmentation methods: Impact on the uncertainty of radiomics features for non-small cell lung cancer.

by Constance A Owens, Christine B Peterson, Chad Tang, Eugene J Koay, Wen Yu, Dennis S Mackin, Jing Li, Mohammad R Salehpour, David T Fuentes, Laurence E Court, Jinzhong Yang
Published 2018-01-01

Radiomics features of the primary tumor fail to improve prediction of overall survival in large cohorts of CT- and PET-imaged head and neck cancer patients.

by Rachel B Ger, Shouhao Zhou, Baher Elgohari, Hesham Elhalawani, Dennis M Mackin, Joseph G Meier, Callistus M Nguyen, Brian M Anderson, Casey Gay, Jing Ning, Clifton D Fuller, Heng Li, Rebecca M Howell, Rick R Layman, Osama Mawlawi, R Jason Stafford, Hugo Aerts, Laurence E Court
Published 2019-01-01

Computed Tomography Radiomics Kinetics as Early Imaging Correlates of Osteoradionecrosis in Oropharyngeal Cancer Patients

by Souptik Barua, Souptik Barua, Hesham Elhalawani, Stefania Volpe, Stefania Volpe, Karine A. Al Feghali, Pei Yang, Sweet Ping Ng, Baher Elgohari, Robin C. Granberry, Dennis S. Mackin, G. Brandon Gunn, Katherine A. Hutcheson, Mark S. Chambers, Laurence E. Court, Abdallah S. R. Mohamed, Clifton D. Fuller, Clifton D. Fuller, Stephen Y. Lai, Arvind Rao, Arvind Rao, Arvind Rao
Published 2021-04-01

Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges

by Hesham Elhalawani, Timothy A. Lin, Timothy A. Lin, Stefania Volpe, Stefania Volpe, Abdallah S. R. Mohamed, Abdallah S. R. Mohamed, Aubrey L. White, Aubrey L. White, James Zafereo, James Zafereo, Andrew J. Wong, Andrew J. Wong, Joel E. Berends, Joel E. Berends, Shady AboHashem, Shady AboHashem, Bowman Williams, Bowman Williams, Jeremy M. Aymard, Jeremy M. Aymard, Aasheesh Kanwar, Aasheesh Kanwar, Subha Perni, Subha Perni, Crosby D. Rock, Crosby D. Rock, Luke Cooksey, Luke Cooksey, Shauna Campbell, Shauna Campbell, Pei Yang, Pei Yang, Khahn Nguyen, Rachel B. Ger, Rachel B. Ger, Carlos E. Cardenas, Carlos E. Cardenas, Xenia J. Fave, Carlo Sansone, Gabriele Piantadosi, Stefano Marrone, Rongjie Liu, Rongjie Liu, Chao Huang, Chao Huang, Kaixian Yu, Kaixian Yu, Tengfei Li, Tengfei Li, Yang Yu, Yang Yu, Youyi Zhang, Youyi Zhang, Hongtu Zhu, Hongtu Zhu, Jeffrey S. Morris, Jeffrey S. Morris, Veerabhadran Baladandayuthapani, Veerabhadran Baladandayuthapani, John W. Shumway, Alakonanda Ghosh, Andrei Pöhlmann, Hady A. Phoulady, Vibhas Goyal, Guadalupe Canahuate, G. Elisabeta Marai, David Vock, Stephen Y. Lai, Dennis S. Mackin, Dennis S. Mackin, Laurence E. Court, Laurence E. Court, John Freymann, Keyvan Farahani, Keyvan Farahani, Jayashree Kaplathy-Cramer, Clifton D. Fuller, Clifton D. Fuller, Clifton D. Fuller
Published 2018-08-01