| Texture analysis of imaging: what radiologists need to know BA Varghese, SY Cen, DH Hwang, VA Duddalwar American Journal of Roentgenology 212 (3), 520-528, 2019 | 210 | 2019 |
| Claudin-18–mediated YAP activity regulates lung stem and progenitor cell homeostasis and tumorigenesis B Zhou, P Flodby, J Luo, DR Castillo, Y Liu, FX Yu, A McConnell, ... The Journal of clinical investigation 128 (3), 970-984, 2018 | 148 | 2018 |
| Objective risk stratification of prostate cancer using machine learning and radiomics applied to multiparametric magnetic resonance images B Varghese, F Chen, D Hwang, SL Palmer, AL De Castro Abreu, ... Proceedings of the 11th ACM International Conference on Bioinformatics …, 2020 | 97 | 2020 |
| Machine learning based predictors for COVID-19 disease severity D Patel, V Kher, B Desai, X Lei, S Cen, N Nanda, A Gholamrezanezhad, ... Scientific Reports 11 (1), 4673, 2021 | 89 | 2021 |
| Truncating mutation in the autophagy gene UVRAG confers oncogenic properties and chemosensitivity in colorectal cancers S He, Z Zhao, Y Yang, D O'connell, X Zhang, S Oh, B Ma, JH Lee, ... Nature communications 6 (1), 7839, 2015 | 88 | 2015 |
| Computed-tomography-based finite-element models of long bones can accurately capture strain response to bending and torsion B Varghese, D Short, R Penmetsa, T Goswami, T Hangartner Journal of biomechanics 44 (7), 1374-1379, 2011 | 86 | 2011 |
| Radiomics in pulmonary lesion imaging C Hassani, BA Varghese, J Nieva, V Duddalwar American Journal of Roentgenology 212 (3), 497-504, 2019 | 83 | 2019 |
| Shape and texture-based radiomics signature on CT effectively discriminates benign from malignant renal masses FY Yap, BA Varghese, SY Cen, DH Hwang, X Lei, B Desai, C Lau, ... European radiology 31, 1011-1021, 2021 | 68 | 2021 |
| CT-based radiomics stratification of tumor grade and TNM stage of clear cell renal cell carcinoma NL Demirjian, BA Varghese, SY Cen, DH Hwang, M Aron, I Siddiqui, ... European Radiology, 1-12, 2022 | 65 | 2022 |
| Reliability of CT‐based texture features: Phantom study BA Varghese, D Hwang, SY Cen, J Levy, D Liu, C Lau, M Rivas, B Desai, ... Journal of applied clinical medical physics 20 (8), 155-163, 2019 | 65 | 2019 |
| A decision-support tool for renal mass classification G Kunapuli, BA Varghese, P Ganapathy, B Desai, S Cen, M Aron, I Gill, ... Journal of Digital Imaging 31, 929-939, 2018 | 60 | 2018 |
| Differentiation of predominantly solid enhancing lipid-poor renal cell masses by use of contrast-enhanced CT: evaluating the role of texture in tumor subtyping BA Varghese, F Chen, DH Hwang, SY Cen, B Desai, IS Gill, ... American Journal of Roentgenology 211 (6), W288-W296, 2018 | 57 | 2018 |
| Myocardial radiomics in cardiac MRI C Hassani, F Saremi, BA Varghese, V Duddalwar American journal of roentgenology 214 (3), 536-545, 2020 | 52 | 2020 |
| Deep learning based classification of solid lipid-poor contrast enhancing renal masses using contrast enhanced CT A Oberai, B Varghese, S Cen, T Angelini, D Hwang, I Gill, M Aron, C Lau, ... The British journal of radiology 93 (1111), 20200002, 2020 | 37 | 2020 |
| Computed tomography-based texture analysis of bladder cancer: differentiating urothelial carcinoma from micropapillary carcinoma T Fan, H Malhi, B Varghese, S Cen, D Hwang, M Aron, N Rajarubendra, ... Abdominal Radiology 44, 201-208, 2019 | 37 | 2019 |
| Synchrotron-based measurement of aluminum agglomerates at motor conditions J Kalman, AR Demko, B Varghese, KE Matusik, AL Kastengren Combustion and Flame 196, 144-146, 2018 | 35 | 2018 |
| Avian tail ontogeny, pygostyle formation, and interpretation of juvenile Mesozoic specimens DJ Rashid, K Surya, LM Chiappe, N Carroll, KL Garrett, B Varghese, ... Scientific reports 8 (1), 9014, 2018 | 35 | 2018 |
| Whole-tumor 3D volumetric MRI-based radiomics approach for distinguishing between benign and malignant soft tissue tumors BKK Fields, NL Demirjian, DH Hwang, BA Varghese, SY Cen, X Lei, ... European Radiology 31 (11), 8522-8535, 2021 | 32 | 2021 |
| A microfluidic technique to probe cell deformability DJ Hoelzle, BA Varghese, CK Chan, AC Rowat Journal of visualized experiments: JoVE, 51474, 2014 | 32 | 2014 |
| A radiomic-based machine learning algorithm to reliably differentiate benign renal masses from renal cell carcinoma N Nassiri, M Maas, G Cacciamani, B Varghese, D Hwang, X Lei, M Aron, ... European urology focus 8 (4), 988-994, 2022 | 30 | 2022 |
Vinay DuddalwarProfessor, Radiology, Urology and Biomedical Engineering University of Southern California在 med.usc.edu 的电子邮件经过验证