Kuthuru S, Dedrick W, Bai H, Su C, Vu T, Monga V, Rao A. A Visually Interpretable, Dictionary-Based Approach to Imaging-Genomic Modeling, With Low-Grade Glioma as a Case Study. Cancer informatics. Forthcoming;
Kim D, Wang N, Ravikumar V, Raghuram DR, Li J, Patel A, Wendt RE 3rd, Rao G, Rao A. Prediction of 1p/19q Codeletion in Diffuse Glioma Patients Using Pre-operative Multiparametric Magnetic Resonance Imaging. Front Comput Neurosci. 2019;13:52. doi: 10.3389/fncom.2019.00052. eCollection 2019. PubMed PMID: 31417387; PubMed Central PMCID: PMC6682685.
Kuthuru S, Szafran AT, Stossi F, Mancini MA, Rao A. Leveraging Image-Derived Phenotypic Measurements for Drug-Target Interaction Predictions. Cancer Inform. 2019;18:1176935119856595. doi: 10.1177/1176935119856595. eCollection 2019. PubMed PMID: 31217689; PubMed Central PMCID: PMC6563400.
Aung PP, Parra ER, Barua S, Sui D, Ning J, Mino B, Ledesma DA, Curry JL, Nagarajan P, Torres-Cabala CA, Efstathiou E, Hoang AG, Wong MK, Wargo JA, Lazar AJ, Rao A, Prieto VG, Wistuba I, Tetzlaff MT. B7-H3 Expression in Merkel Cell Carcinoma-Associated Endothelial Cells Correlates with Locally Aggressive Primary Tumor Features and Increased Vascular Density. Clin Cancer Res. 2019 Jun 1;25(11):3455-3467. doi: 10.1158/1078-0432.CCR-18-2355. Epub 2019 Feb 26. PubMed PMID: 30808776.
Latha K, Yan J, Yang Y, Gressot LV, Kong LY, Manyam G, Ezhilarasan R, Wang Q, Sulman EP, Eric Davis R, Huang S, Fuller GN, Rao A, Heimberger AB, Li S, Rao G. The Role of Fibrinogen-Like Protein 2 on Immunosuppression and Malignant Progression in Glioma. J Natl Cancer Inst. 2019 Mar 1;111(3):292-300. doi: 10.1093/jnci/djy107. PubMed PMID: 29947810; PubMed Central PMCID: PMC6410946.
Bharath K, Kurtek S, Rao A, Baladandayuthapani V. Radiologic image-based statistical shape analysis of brain tumours. J R Stat Soc Ser C Appl Stat. 2018 Nov;67(5):1357-1378. doi: 10.1111/rssc.12272. Epub 2018 Mar 15. PubMed PMID: 30420787; PubMed Central PMCID: PMC6225782.
Krafft SP, Rao A, Stingo F, Briere TM, Court LE, Liao Z, Martel MK. The utility of quantitative CT radiomics features for improved prediction of radiation pneumonitis. Med Phys. 2018 Nov;45(11):5317-5324. doi: 10.1002/mp.13150. Epub 2018 Sep 24. PubMed PMID: 30133809.
Moriguchi T, Hoshino T, Rao A, Yu L, Takai J, Uemura S, Ise K, Nakamura Y, Lim KC, Shimizu R, Yamamoto M, Engel JD. A Gata3 3' Distal Otic Vesicle Enhancer Directs Inner Ear-Specific Gata3 Expression. Mol Cell Biol. 2018 Nov 1;38(21). doi: 10.1128/MCB.00302-18. Print 2018 Nov 1. PubMed PMID: 30126893; PubMed Central PMCID: PMC6189460.
Kuthuru S, Deaderick W, Bai H, Su C, Vu T, Monga V, Rao A. A Visually Interpretable, Dictionary-Based Approach to Imaging-Genomic Modeling, With Low-Grade Glioma as a Case Study. Cancer Inform. 2018;17:1176935118802796. doi: 10.1177/1176935118802796. eCollection 2018. PubMed PMID: 30305794; PubMed Central PMCID: PMC6174641.
El Naqa I, Ruan D, Valdes G, Dekker A, McNutt T, Ge Y, Wu QJ, Oh JH, Thor M, Smith W, Rao A, Fuller C, Xiao Y, Manion F, Schipper M, Mayo C, Moran JM, Ten Haken R. Machine learning and modeling: Data, validation, communication challenges. Med Phys. 2018 Oct;45(10):e834-e840. doi: 10.1002/mp.