Identification of sarcomatoid differentiation in renal cell carcinoma by machine learning on multiparametric MRI

por Mazin, Asim, Hawkins, Samuel H., Stringfield, Olya, Dhillon, Jasreman, Manley, Brandon J., Jeong, Daniel K., Raghunand, Natarajan
Publicado 2021

Deep Feature Transfer Learning in Combination with Traditional Features Predicts Survival Among Patients with Lung Adenocarcinoma

por Paul, Rahul, Hawkins, Samuel H., Balagurunathan, Yoganand, Schabath, Matthew B., Gillies, Robert J., Hall, Lawrence O., Goldgof, Dmitry B.
Publicado 2016

Delta radiomic features improve prediction for lung cancer incidence: A nested case–control analysis of the National Lung Screening Trial

por Cherezov, Dmitry, Hawkins, Samuel H., Goldgof, Dmitry B., Hall, Lawrence O., Liu, Ying, Li, Qian, Balagurunathan, Yoganand, Gillies, Robert J., Schabath, Matthew B.
Publicado 2018

Rules-based Volumetric Segmentation of Multiparametric MRI for Response Assessment in Recurrent High-Grade Glioma

por Ravi, Harshan, Hawkins, Samuel H., Stringfield, Olya, Pereira, Malesa, Chen, Dung-Tsa, Enderling, Heiko, Michael Yu, Hsiang-Hsuan, Arrington, John A., Sahebjam, Solmaz, Raghunand, Natarajan
Publicado 2023