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 en Sci Rep (2021)

Radiomic features are associated with EGFR mutation status in lung adenocarcinomas

por Liu, Ying, Kim, Jongphil, Balagurunathan, Yoganand, Li, Qian, Garcia, Alberto L., Stringfield, Olya, Ye, Zhaoxiang, Gillies, Robert J.
Publicado en Clin Lung Cancer (2016)

Peritumoral and intratumoral radiomic features predict survival outcomes among patients diagnosed in lung cancer screening

por Pérez-Morales, Jaileene, Tunali, Ilke, Stringfield, Olya, Eschrich, Steven A., Balagurunathan, Yoganand, Gillies, Robert J., Schabath, Matthew B.
Publicado en Sci Rep (2020)

Radial gradient and radial deviation radiomic features from pre-surgical CT scans are associated with survival among lung adenocarcinoma patients

por Tunali, Ilke, Stringfield, Olya, Guvenis, Albert, Wang, Hua, Liu, Ying, Balagurunathan, Yoganand, Lambin, Philippe, Gillies, Robert J., Schabath, Matthew B.
Publicado en Oncotarget (2017)

Association between computed tomographic features and KRAS mutations in patients with stage I lung adenocarcinoma and their prognostic value

por Wang, Hua, Schabath, Matthew B., Liu, Ying, Stringfield, Olya, Balagurunathan, Yoganand, Heine, John J., Eschrich, Steven A., Ye, Zhaoxiang, Gillies, Robert J.
Publicado en Clin Lung Cancer (2015)

NIMG-74. MULTIPARAMETER MRI INVESTIGATION OF HIGH-GRADE GLIOMA RESPONSE TO CAR T CELL IMMUNOTHERAPY

por Ravi, Harshan, Stringfield, Olya, De Leon, Gustavo, Johnston, Sandra, Rockne, Russell, Badie, Behnam, Brown, Christine E, Swanson, Kristin, Gatenby, Robert, Raghunand, Natarajan
Publicado en Neuro Oncol (2019)

Prediction of pathological nodal involvement by CT‐based Radiomic features of the primary tumor in patients with clinically node‐negative peripheral lung adenocarcinomas

por Liu, Ying, Kim, Jongphil, Balagurunathan, Yoganand, Hawkins, Samuel, Stringfield, Olya, Schabath, Matthew B., Li, Qian, Qu, Fangyuan, Liu, Shichang, Garcia, Alberto L., Ye, Zhaoxiang, Gillies, Robert J.
Publicado en Med Phys (2018)

Imaging features from pretreatment CT scans are associated with clinical outcomes in nonsmall‐cell lung cancer patients treated with stereotactic body radiotherapy

por Li, Qian, Kim, Jongphil, Balagurunathan, Yoganand, Liu, Ying, Latifi, Kujtim, Stringfield, Olya, Garcia, Alberto, Moros, Eduardo G., Dilling, Thomas J., Schabath, Matthew B., Ye, Zhaoxiang, Gillies, Robert J.
Publicado en Med Phys (2017)

Defining the biological basis of radiomic phenotypes in lung cancer

por Grossmann, Patrick, Stringfield, Olya, El-Hachem, Nehme, Bui, Marilyn M, Rios Velazquez, Emmanuel, Parmar, Chintan, Leijenaar, Ralph TH, Haibe-Kains, Benjamin, Lambin, Philippe, Gillies, Robert J, Aerts, Hugo JWL
Publicado en eLife (2017)

Predicting malignant nodules from screening CTs

por Hawkins, Samuel, Wang, Hua, Liu, Ying, Garcia, Alberto, Stringfield, Olya, Krewer, Henry, Li, Qian, Cherezov, Dmitry, Gatenby, Robert A., Balagurunathan, Yoganand, Goldgof, Dmitry, Schabath, Matthew B., Hall, Lawrence, Gillies, Robert J.
Publicado en J Thorac Oncol (2016)

Somatic mutations drive distinct imaging phenotypes in lung cancer

por Velazquez, Emmanuel Rios, Parmar, Chintan, Liu, Ying, Coroller, Thibaud P., Cruz, Gisele, Stringfield, Olya, Ye, Zhaoxiang, Makrigiorgos, Mike, Fennessy, Fiona, Mak, Raymond H., Gillies, Robert, Quackenbush, John, Aerts, Hugo J.W.L.
Publicado en Cancer Res (2017)

Semiquantitative Computed Tomographic Characteristics for Lung Adenocarcinoma and Their Association with Lung Cancer Survival

por Wang, Hua, Schabath, Matthew B., Liu, Ying, Berglund, Anders E., Bloom, Gregory C., Kim, Jongphil, Stringfield, Olya, Eikman, Edward A., Klippenstein, Donald L., Heine, John J., Eschrich, Steven A., Ye, Zhaoxiang, Gillies, Robert J.
Publicado en Clin Lung Cancer (2015)

Multiparameter MRI Predictors of Long-Term Survival in Glioblastoma Multiforme

por Stringfield, Olya, Arrington, John A., Johnston, Sandra K., Rognin, Nicolas G., Peeri, Noah C., Balagurunathan, Yoganand, Jackson, Pamela R., Clark-Swanson, Kamala R., Swanson, Kristin R., Egan, Kathleen M., Gatenby, Robert A., Raghunand, Natarajan
Publicado en Tomography (2019)