Bino Varghese
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USC's Mark and Mary Stevens Neuroimaging and Informatics Institute: Big Data to Knowledge Science Rotations for Advancing Discovery (RoAD-Trip) Award, 2017-2017
Oncology. 2023 Apr 20. . View in PubMed
Predicting Soft Tissue Sarcoma Response to Neoadjuvant Chemotherapy Using an MRI-Based Delta-Radiomics Approach Mol Imaging Biol. 2023 Jan 25. . View in PubMed
Characterizing breast masses using an integrative framework of machine learning and CEUS-based radiomics J Ultrasound. 2022 Sep; 25(3):699-708. . View in PubMed
Radiomics quality score in renal masses: a systematic assessment on current literature Br J Radiol. 2022 Sep 01; 95(1137):20211211. . View in PubMed
An Extra Set of Intelligent Eyes: Application of Artificial Intelligence in Imaging of Abdominopelvic Pathologies in Emergency Radiology Diagnostics (Basel). 2022 May 30; 12(6). . View in PubMed
CT-based radiomics stratification of tumor grade and TNM stage of clear cell renal cell carcinoma Eur Radiol. 2022 Apr; 32(4):2552-2563. . View in PubMed
Non-Invasive Profiling of Advanced Prostate Cancer via Multi-Parametric Liquid Biopsy and Radiomic Analysis Int J Mol Sci. 2022 Feb 25; 23(5). . View in PubMed
A Radiomic-based Machine Learning Algorithm to Reliably Differentiate Benign Renal Masses from Renal Cell Carcinoma Eur Urol Focus. 2022 07; 8(4):988-994. . View in PubMed
Feasibility of using CT radiomic signatures for predicting CD8-T cell infiltration and PD-L1 expression in renal cell carcinoma Eur J Radiol Open. 2022; 9:100440. . View in PubMed
Whole-tumor 3D volumetric MRI-based radiomics approach for distinguishing between benign and malignant soft tissue tumors Eur Radiol. 2021 Nov; 31(11):8522-8535. . View in PubMed
Predicting clinical outcomes in COVID-19 using radiomics on chest radiographs Br J Radiol. 2021 Oct 01; 94(1126):20210221. . View in PubMed
Identification of robust and reproducible CT-texture metrics using a customized 3D-printed texture phantom J Appl Clin Med Phys. 2021 Feb; 22(2):98-107. . View in PubMed
Shape and texture-based radiomics signature on CT effectively discriminates benign from malignant renal masses Eur Radiol. 2021 Feb; 31(2):1011-1021. . View in PubMed
Benchmarking Various Radiomic Toolkit Features While Applying the Image Biomarker Standardization Initiative toward Clinical Translation of Radiomic Analysis J Digit Imaging. 2021 10; 34(5):1156-1170. . View in PubMed
Machine learning based predictors for COVID-19 disease severity Sci Rep. 2021 02 25; 11(1):4673. . View in PubMed
Quantitative magnetic resonance imaging (q-MRI) for the assessment of soft-tissue sarcoma treatment response: a narrative case review of technique development Clin Imaging. 2020 Jul; 63:83-93. . View in PubMed
Myocardial Radiomics in Cardiac MRI AJR Am J Roentgenol. 2020 03; 214(3):536-545. . View in PubMed
Reliability of CT-based texture features: Phantom study J Appl Clin Med Phys. 2019 Aug; 20(8):155-163. . View in PubMed
Juxtatumoral perinephric fat analysis in clear cell renal cell carcinoma Abdom Radiol (NY). 2019 04; 44(4):1470-1480. . View in PubMed
Radiomics in Pulmonary Lesion Imaging AJR Am J Roentgenol. 2019 03; 212(3):497-504. . View in PubMed
Texture Analysis of Imaging: What Radiologists Need to Know AJR Am J Roentgenol. 2019 03; 212(3):520-528. . View in PubMed
Computed tomography-based texture analysis of bladder cancer: differentiating urothelial carcinoma from micropapillary carcinoma Abdom Radiol (NY). 2019 01; 44(1):201-208. . View in PubMed
Objective risk stratification of prostate cancer using machine learning and radiomics applied to multiparametric magnetic resonance images Sci Rep. 2019 02 07; 9(1):1570. . View in PubMed
Differentiating solid, non-macroscopic fat containing, enhancing renal masses using fast Fourier transform analysis of multiphase CT Br J Radiol. 2018 Sep; 91(1089):20170789. . View in PubMed
Incidental Detection of Meningioma by 18F-FMAU PET/CT in a Patient With Suspected Prostate Cancer Clin Nucl Med. 2018 Jul; 43(7):e245-e246. . View in PubMed
Quantitative Contour Analysis as an Image-based Discriminator Between Benign and Malignant Renal Tumors Urology. 2018 Apr; 114:121-127. . View in PubMed
Differentiation of Predominantly Solid Enhancing Lipid-Poor Renal Cell Masses by Use of Contrast-Enhanced CT: Evaluating the Role of Texture in Tumor Subtyping AJR Am J Roentgenol. 2018 12; 211(6):W288-W296. . View in PubMed
A Decision-Support Tool for Renal Mass Classification J Digit Imaging. 2018 12; 31(6):929-939. . View in PubMed
Voxel-based whole-lesion enhancement parameters: a study of its clinical value in differentiating clear cell renal cell carcinoma from renal oncocytoma Abdom Radiol (NY). 2017 02; 42(2):552-560. . View in PubMed
Truncating mutation in the autophagy gene UVRAG confers oncogenic properties and chemosensitivity in colorectal cancers Nat Commun. 2015 Aug 03; 6:7839. . View in PubMed
A microfluidic technique to probe cell deformability J Vis Exp. 2014 Sep 03; (91):e51474. . View in PubMed
In Feb 2014, he joined the Department of Radiology at USC as a Research Laboratory Specialist. His current work focuses on investigating the technical feasibility and clinical value of quantifying multi-modal imaging biomarkers across various domains with an aim to maximize data utilization and increase clinical translation.
