|Radiomics and radiogenomics in lung cancer: a review for the clinician|
R Thawani, M McLane, N Beig, S Ghose, P Prasanna, V Velcheti, ...
Lung Cancer 115, 34-41, 2018
|Perinodular and intranodular radiomic features on lung CT images distinguish adenocarcinomas from granulomas|
N Beig, M Khorrami, M Alilou, P Prasanna, N Braman, M Orooji, S Rakshit, ...
Radiology 290 (3), 783-792, 2019
|Association of peritumoral radiomics with tumor biology and pathologic response to preoperative targeted therapy for HER2 (ERBB2)–positive breast cancer|
N Braman, P Prasanna, J Whitney, S Singh, N Beig, M Etesami, ...
JAMA network open 2 (4), e192561-e192561, 2019
|Radiogenomic analysis of hypoxia pathway is predictive of overall survival in Glioblastoma|
N Beig, J Patel, P Prasanna, V Hill, A Gupta, R Correa, K Bera, S Singh, ...
Scientific reports 8 (1), 1-11, 2018
|An integrated segmentation and shape‐based classification scheme for distinguishing adenocarcinomas from granulomas on lung CT|
M Alilou, N Beig, M Orooji, P Rajiah, V Velcheti, S Rakshit, N Reddy, ...
Medical physics 44 (7), 3556-3569, 2017
|Shape features of the lesion habitat to differentiate brain tumor progression from pseudoprogression on routine multiparametric MRI: a multisite study|
M Ismail, V Hill, V Statsevych, R Huang, P Prasanna, R Correa, G Singh, ...
American Journal of Neuroradiology 39 (12), 2187-2193, 2018
|Combination of computer extracted shape and texture features enables discrimination of granulomas from adenocarcinoma on chest computed tomography|
M Orooji, M Alilou, S Rakshit, NG Beig, M Khorrami, P Rajiah, R Thawani, ...
Journal of Medical Imaging 5 (2), 024501, 2018
|Radiogenomic analysis of hypoxia pathway reveals computerized MRI descriptors predictive of overall survival in glioblastoma|
N Beig, J Patel, P Prasanna, S Partovi, V Varadan, A Madabhushi, ...
Medical Imaging 2017: Computer-Aided Diagnosis 10134, 101341U, 2017
|Quantitative vessel tortuosity: A potential ct imaging biomarker for distinguishing lung granulomas from adenocarcinomas|
M Alilou, M Orooji, N Beig, P Prasanna, P Rajiah, C Donatelli, V Velcheti, ...
Scientific reports 8 (1), 1-16, 2018
|CT derived radiomic score for predicting the added benefit of adjuvant chemotherapy following surgery in stage I, II resectable non-small cell lung cancer: a retrospective …|
P Vaidya, K Bera, A Gupta, X Wang, G Corredor, P Fu, N Beig, ...
The Lancet Digital Health 2 (3), e116-e128, 2020
|Vascular network organization via hough transform (VaNgOGH): A novel radiomic biomarker for diagnosis and treatment response|
N Braman, P Prasanna, M Alilou, N Beig, A Madabhushi
International Conference on Medical Image Computing and Computer-Assisted …, 2018
|Automatic localization of IASLC-defined mediastinal lymph node stations on CT images using fuzzy models|
MMS Matsumoto, NG Beig, JK Udupa, S Archer, DA Torigian
Medical Imaging 2014: Computer-Aided Diagnosis 9035, 90350J, 2014
|Radiographic-deformation and textural heterogeneity (r-depth): an integrated descriptor for brain tumor prognosis|
P Prasanna, J Mitra, N Beig, S Partovi, G Singh, M Pinho, A Madabhushi, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
|Computerized textural analysis of lung CT to enable quantification of tumor infiltrating lymphocytes in NSCLC.|
M Orooji, S Rakshit, N Beig, A Madabhushi, V Velcheti
Journal of Clinical Oncology 34 (15_suppl), 11584-11584, 2016
|Radiogenomic-based survival risk stratification of tumor habitat on Gd-T1w MRI is associated with biological processes in Glioblastoma|
N Beig, K Bera, P Prasanna, J Antunes, R Correa, S Singh, ...
Clinical Cancer Research 26 (8), 1866-1876, 2020
|Mass Effect Deformation Heterogeneity (MEDH) on Gadolinium-contrast T1-weighted MRI is associated with decreased survival in patients with right cerebral hemisphere …|
P Prasanna, J Mitra, N Beig, A Nayate, J Patel, S Ghose, R Thawani, ...
Scientific reports 9 (1), 1-13, 2019
|Evaluation of radiomic features on baseline CT scan to predict clinical benefit for pemetrexed based chemotherapy in metastatic lung adenocarcinoma.|
VV Sagar Rakshit, Mahdi Orooji, Niha Beig, Mehdi Alilou, Nathan A Pennell ...
ASCO Annual Meeting Proceedings 34 (15_suppl), 11582, 2016
|Predicting response to pemetrexed chemotherapy in non-small cell lung cancer (NSCLC) with baseline computed tomography (CT) shape and texture features|
A Madabhushi, V Velcheti, M Orooji, S Rakshit, M Alilou, N Beig
US Patent 10,458,895, 2019
|Opportunities and Advances in Radiomics and Radiogenomics in Neuro-Oncology|
K Bera, N Beig, P Tiwari
International Workshop on Radiomics and Radiogenomics in Neuro-oncology, 12-23, 2019
|Radiogenomic characterization of response to chemo-radiation therapy in glioblastoma is associated with PI3K/AKT/mTOR and apoptosis signaling pathways|
N Beig, P Prasanna, V Hill, R Verma, V Varadan, A Madabhushi, P Tiwari
Medical Imaging 2019: Computer-Aided Diagnosis 10950, 109501B, 2019