TitleAssistant Professor
InstitutionMD Anderson
DepartmentBioinformatics & Computational Biology
Address1400 Pressler St
Houston TX 77030-4008
vCardDownload vCard

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
    Newest   |   Oldest   |   Most Cited   |   Most Discussed   |   Timeline   |   Field Summary   |   Plain Text
    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Cancer Genome Atlas Research Network, Brat DJ, Verhaak RG, Aldape KD, Yung WK, Salama SR, Cooper LA, Rheinbay E, Miller CR, Vitucci M, Morozova O, Robertson AG, Noushmehr H, Laird PW, Cherniack AD, Akbani R, Huse JT, Ciriello G, Poisson LM, Barnholtz-Sloan JS, Berger MS, Brennan C, Colen RR, Colman H, Flanders AE, Giannini C, Grifford M, Iavarone A, Jain R, Joseph I, Kim J, Kasaian K, Mikkelsen T, Murray BA, O'Neill BP, Pachter L, Parsons DW, Sougnez C, Sulman EP, Vandenberg SR, Van Meir EG, von Deimling A, Zhang H, Crain D, Lau K, Mallery D, Morris S, Paulauskis J, Penny R, Shelton T, Sherman M, Yena P, Black A, Bowen J, Dicostanzo K, Gastier-Foster J, Leraas KM, Lichtenberg TM, Pierson CR, Ramirez NC, Taylor C, Weaver S, Wise L, Zmuda E, Davidsen T, Demchok JA, Eley G, Ferguson ML, Hutter CM, Mills Shaw KR, Ozenberger BA, Sheth M, Sofia HJ, Tarnuzzer R, Wang Z, Yang L, Zenklusen JC, Ayala B, Baboud J, Chudamani S, Jensen MA, Liu J, Pihl T, Raman R, Wan Y, Wu Y, Ally A, Auman JT, Balasundaram M, Balu S, Baylin SB, Beroukhim R, Bootwalla MS, Bowlby R, Bristow CA, Brooks D, Butterfield Y, Carlsen R, Carter S, Chin L, Chu A, Chuah E, Cibulskis K, Clarke A, Coetzee SG, Dhalla N, Fennell T, Fisher S, Gabriel S, Getz G, Gibbs R, Guin R, Hadjipanayis A, Hayes DN, Hinoue T, Hoadley K, Holt RA, Hoyle AP, Jefferys SR, Jones S, Jones CD, Kucherlapati R, Lai PH, Lander E, Lee S, Lichtenstein L, Ma Y, Maglinte DT, Mahadeshwar HS, Marra MA, Mayo M, Meng S, Meyerson ML, Mieczkowski PA, Moore RA, Mose LE, Mungall AJ, Pantazi A, Parfenov M, Park PJ, Parker JS, Perou CM, Protopopov A, Ren X, Roach J, Schein J, Schumacher SE, Seidman JG, Seth S, Shen H, Simons JV, Sipahimalani P, Soloway MG, Song X, Sun H, Tabak B, Tam A, Tan D, Tang J, Thiessen N, Triche T, Van Den Berg DJ, Veluvolu U, Waring S, Weisenberger DJ, Wilkerson MD, Wong T, Wu J, Xi L, Xu AW, Yang L, Zack TI, Zhang J, Aksoy BA, Arachchi H, Benz C, Bernard B, Carlin D, Cho J, DiCara D, Frazer S, Fuller GN, Gao J, Gehlenborg N, Haussler D, Heiman DI, Iype L, Jacobsen A, Ju Z, Katzman S, Kim H, Knijnenburg T, Kreisberg RB, Lawrence MS, Lee W, Leinonen K, Lin P, Ling S, Liu W, Liu Y, Liu Y, Lu Y, Mills G, Ng S, Noble MS, Paull E, Rao A, Reynolds S, Saksena G, Sanborn Z, Sander C, Schultz N, Senbabaoglu Y, Shen R, Shmulevich I, Sinha R, Stuart J, Sumer SO, Sun Y, Tasman N, Taylor BS, Voet D, Weinhold N, Weinstein JN, Yang D, Yoshihara K, Zheng S, Zhang W, Zou L, Abel T, Sadeghi S, Cohen ML, Eschbacher J, Hattab EM, Raghunathan A, Schniederjan MJ, Aziz D, Barnett G, Barrett W, Bigner DD, Boice L, Brewer C, Calatozzolo C, Campos B, Carlotti CG, Chan TA, Cuppini L, Curley E, Cuzzubbo S, Devine K, DiMeco F, Duell R, Elder JB, Fehrenbach A, Finocchiaro G, Friedman W, Fulop J, Gardner J, Hermes B, Herold-Mende C, Jungk C, Kendler A, Lehman NL, Lipp E, Liu O, Mandt R, McGraw M, Mclendon R, McPherson C, Neder L, Nguyen P, Noss A, Nunziata R, Ostrom QT, Palmer C, Perin A, Pollo B, Potapov A, Potapova O, Rathmell WK, Rotin D, Scarpace L, Schilero C, Senecal K, Shimmel K, Shurkhay V, Sifri S, Singh R, Sloan AE, Smolenski K, Staugaitis SM, Steele R, Thorne L, Tirapelli DP, Unterberg A, Vallurupalli M, Wang Y, Warnick R, Williams F, et al. Comprehensive, Integrative Genomic Analysis of Diffuse Lower-Grade Gliomas. N Engl J Med. 2015 Jun 25; 372(26):2481-98. PMID: 26061751; PMCID: PMC4530011.
      Citations: 1192     Fields:    Translation:HumansCells
    2. Yock AD, Rao A, Dong L, Beadle BM, Garden AS, Kudchadker RJ, Court LE. Forecasting longitudinal changes in oropharyngeal tumor morphology throughout the course of head and neck radiation therapy. Med Phys. 2014 Aug; 41(8):081708. PMID: 25086518; PMCID: PMC5148036.
      Citations: 1     Fields:    Translation:Humans
    3. Yock AD, Rao A, Dong L, Beadle BM, Garden AS, Kudchadker RJ, Court LE. Predicting oropharyngeal tumor volume throughout the course of radiation therapy from pretreatment computed tomography data using general linear models. Med Phys. 2014 May; 41(5):051705. PMID: 24784371; PMCID: PMC5148034.
      Citations: 2     Fields:    Translation:Humans
    4. Lim TY, Stafford RJ, Kudchadker RJ, Sankaranarayanapillai M, Ibbott G, Rao A, Martirosyan KS, Frank SJ. MRI characterization of cobalt dichloride-N-acetyl cysteine (C4) contrast agent marker for prostate brachytherapy. Phys Med Biol. 2014 May 21; 59(10):2505-16. PMID: 24778352; PMCID: PMC4090919.
      Citations: 6     Fields:    Translation:Humans
    5. Doucette T, Latha K, Yang Y, Fuller GN, Rao A, Rao G. Survivin transcript variant 2 drives angiogenesis and malignant progression in proneural gliomas. Neuro Oncol. 2014 Sep; 16(9):1220-8. PMID: 24676140; PMCID: PMC4136894.
      Citations: 6     Fields:    Translation:HumansAnimals
    6. Jain R, Poisson LM, Gutman D, Scarpace L, Hwang SN, Holder CA, Wintermark M, Rao A, Colen RR, Kirby J, Freymann J, Jaffe CC, Mikkelsen T, Flanders A. Outcome prediction in patients with glioblastoma by using imaging, clinical, and genomic biomarkers: focus on the nonenhancing component of the tumor. Radiology. 2014 Aug; 272(2):484-93. PMID: 24646147; PMCID: PMC4263660.
      Citations: 103     Fields:    Translation:Humans
    7. Pickering CR, Shah K, Ahmed S, Rao A, Frederick MJ, Zhang J, Unruh AK, Wang J, Ginsberg LE, Kumar AJ, Myers JN, Hamilton JD. CT imaging correlates of genomic expression for oral cavity squamous cell carcinoma. AJNR Am J Neuroradiol. 2013 Sep; 34(9):1818-22. PMID: 23764725; PMCID: PMC7965627.
      Citations: 6     Fields:    Translation:Humans
    8. Hamilton JD, Ahmed S, Sandulache VC, Daram SP, Ow TJ, Skinner HD, Rao A, Ginsberg LE, Kumar AJ, Myers JN. Improving imaging diagnosis of persistent nodal metastases after definitive therapy for oropharyngeal carcinoma: specific signs for CT and best performance of combined criteria. AJNR Am J Neuroradiol. 2013 Aug; 34(8):1637-42. PMID: 23471023; PMCID: PMC3939678.
      Citations: 4     Fields:    Translation:Humans
    9. Huang Y, Zaas AK, Rao A, Dobigeon N, Woolf PJ, Veldman T, McClain MT, Varkey JB, Nicholson B, Carin L, Kingsmore S, Woods CW, Ginsburg GS, Hero AO, ?ien NC. Temporal dynamics of host molecular responses differentiate symptomatic and asymptomatic influenza a infection. PLoS Genet. 2011 Aug; 7(8):e1002234. PMID: 21901105; PMCID: PMC3161909.
      Citations: 106     Fields:    Translation:HumansCells
    10. Hosoya-Ohmura S, Lin YH, Herrmann M, Kuroha T, Rao A, Moriguchi T, Lim KC, Hosoya T, Engel JD. An NK and T cell enhancer lies 280 kilobase pairs 3' to the gata3 structural gene. Mol Cell Biol. 2011 May; 31(9):1894-904. PMID: 21383068; PMCID: PMC3133233.
      Citations: 29     Fields:    Translation:AnimalsCells
    11. Rao A, States DJ, Hero AO, Engel JD. Understanding distal transcriptional regulation from sequence, expression and interactome perspectives. J Bioinform Comput Biol. 2010 Apr; 8(2):219-46. PMID: 20401945.
      Citations:    Fields:    Translation:HumansAnimalsCells
    12. Rao A, Hero AO, States DJ, Engel JD. Using directed information to build biologically relevant influence networks. J Bioinform Comput Biol. 2008 Jun; 6(3):493-519. PMID: 18574860.
      Citations: 4     Fields:    
    13. Rao A, Hero AO, States DJ, Engel JD. Motif discovery in tissue-specific regulatory sequences using directed information. EURASIP J Bioinform Syst Biol. 2007; 13853. PMID: 18340376; PMCID: PMC3171326.
      Citations: 1     
    14. Rao A, Hero AO, States DJ, Engel JD. Using directed information to build biologically relevant influence networks. Comput Syst Bioinformatics Conf. 2007; 6:145-56. PMID: 17951820.
      Citations: 4     Fields:    
    15. Rao A, Hero AO, States DJ, Engel JD. Inferring time-varying network topologies from gene expression data. EURASIP J Bioinform Syst Biol. 2007; 51947. PMID: 18309363; PMCID: PMC3171343.
      Citations: 5     
    16. Hasegawa SL, Moriguchi T, Rao A, Kuroha T, Engel JD, Lim KC. Dosage-dependent rescue of definitive nephrogenesis by a distant Gata3 enhancer. Dev Biol. 2007 Jan 15; 301(2):568-77. PMID: 17046739; PMCID: PMC1858647.
      Citations: 19     Fields:    Translation:AnimalsCells
    17. Moriguchi T, Takako N, Hamada M, Maeda A, Fujioka Y, Kuroha T, Huber RE, Hasegawa SL, Rao A, Yamamoto M, Takahashi S, Lim KC, Engel JD. Gata3 participates in a complex transcriptional feedback network to regulate sympathoadrenal differentiation. Development. 2006 Oct; 133(19):3871-81. PMID: 16943277.
      Citations: 46     Fields:    Translation:HumansAnimalsCells
    18. Spatial habitat features derived from multiparametric magnetic resonance imaging data are associated with molecular subtype and 12-month survival status in glioblastoma multiforme. PLoS One. 10.
    19. Using directed information for influence discovery in interconnected dynamical systems.
    20. The Molecular Taxonomy of Primary Prostate Cancer. Cell. 163:1011-1025.
    21. Automated analysis of immunohistochemistry images identifies candidate location biomarkers for cancers. Proceedings of the National Academy of Sciences of the United States of America. 111:18249-18254.
    22. Biological pathway inference using manifold embedding. 5992-5995.
    23. Comprehensive Two- and Three-Dimensional RNAi Screening Identifies PI3K Inhibition as a Complement to MEK Inhibitor AS703026 for Combination Treatment of Triple-Negative Breast Cancer. Journal of Cancer. 6:1306-1319.
    24. Histopathological Image Classification Using Discriminative Feature-Oriented Dictionary Learning. IEEE Transactions on Medical Imaging. 35:738-751.
    25. A combinatorial radiographic phenotype may stratify patient survival and be associated with invasion and proliferation characteristics in glioblastoma. Journal of Neurosurgery. 124:1008-1017.
    26. Beyond mean pharyngeal constrictor dose for beam path toxicity in non-target swallowing muscles. Radiotherapy and Oncology. 118:304-314.
    27. A TMS320C54 system for effective online signature verification using hidden Markov models.
    28. Kinetic modeling and constrained reconstruction of hyperpolarized [1-13C]-pyruvate offers improved metabolic imaging of tumors. Cancer Research. 75:4708-4717.
    29. Inference of biologically relevant gene influence networks using the directed information criterion.
    30. Texture feature ratios from relative CBV maps of perfusion MRI are associated with patient survival in glioblastoma. American Journal of Neuroradiology. 37:37-43.
    31. A clustering algorithm for gene expression data using wavelet packet decomposition. 316-319.
    32. Automated analysis of human protein atlas immunofluorescence images. 1023-1026.
    33. Adaptive algorithms for spatial adaptive interference rejection. 326-329.
    34. Automated image analysis and inference of gene function from high - Content screens.
    35. Focal radiation therapy dose escalation improves overall survival in locally advanced pancreatic cancer patients receiving induction chemotherapy and consolidative chemoradiation. International Journal of Radiation Oncology Biology Physics. 94:755-765.
    36. Radiomics in glioblastoma. Translational Cancer Research. 5:383-397.
    37. Integrative Analysis of mRNA, microRNA, and Protein Correlates of Relative Cerebral Blood Volume Values in GBM reveals the role for modulators of angiogenesis and tumor proliferation. Cancer Informatics. 15:29-33.
    38. Effect of pulse sequence parameter selection on signal strength in positive-contrast MRI markers for MRI-based prostate postimplant assessment. Medical Physics. 43:4312-4322.
    39. Classification of multiple time-series via boosting. 410-415.
    40. Radiomics in cancer diagnosis, cancer staging, and prediction of response to treatment. Translational Cancer Research. 5:337-339.
    41. Directed-information based feature-selection for tissue-specific sequences. 210-214.
    42. Reconstruction of composite regulator-target splicing networks from high-throughput transcriptome data. BMC Genomics. 16:1-12.
    43. Integrative analysis of multi-modal correlated imaging-genomics data in glioblastoma. 5-8.
    44. Determination of protein location diversity via analysis of immunohistochemical images from the Human Protein Atlas. 1727-1729.
    45. Exploring relationships between multivariate radiological phenotypes and genetic features. 69-72.
    46. NCI workshop report. Translational Oncology. 7:556-569.
    47. Cell cycle dependence of protein subcellular location inferred from static, asynchronous images. 1016-1019.
    48. Molecular Profiling Reveals Biologically Discrete Subsets and Pathways of Progression in Diffuse Glioma. Cell. 164:550-563.
    49. Probabilistic data integration and visualization for understanding transcriptional regulation.
    50. Manifold embedding for understanding mechanisms of transcriptional regulation. 3-4.
    51. DEMARCATE. NeuroImage: Clinical. 12:132-143.
    52. DFDL. 990-994.
    53. Evaluation of tumor-derived MRI-texture features for discrimination of molecular subtypes and prediction of 12-month survival status in glioblastoma. Medical Physics. 42:6725-6735.
    Click the
    buttons for more information and interactive visualizations!
    Concepts (127)
    Co-Authors (26)
    Similar People (60)
    Same Department Expand Description