• 971 Citations
  • 11 Scopus h-Index
20062020

Research output per year

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Research Output

  • 971 Citations
  • 11 Scopus h-Index
  • 27 Article
  • 2 Review article
  • 1 Editorial
  • 1 Short survey
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Article
2020

A Deep Convolutional Neural Network for Annotation of Magnetic Resonance Imaging Sequence Type

Ranjbar, S., Singleton, K. W., Jackson, P. R., Rickertsen, C. R., Whitmire, S. A., Clark-Swanson, K. R., Mitchell, J. R., Swanson, K. R. & Hu, L. S., Apr 1 2020, In : Journal of Digital Imaging. 33, 2, p. 439-446 8 p.

Research output: Contribution to journalArticle

Image-based metric of invasiveness predicts response to adjuvant temozolomide for primary glioblastoma

Massey, S. C., White, H., Whitmire, P., Doyle, T., Johnston, S. K., Singleton, K. W., Jackson, P. R., Hawkins-Daarud, A., Bendok, B. R., Porter, A. B., Vora, S., Sarkaria, J. N., Hu, L. S., Mrugala, M. M. & Swanson, K. R., Jan 1 2020, In : PloS one. 15, 3, e0230492.

Research output: Contribution to journalArticle

Open Access

Performance of standardized relative CBV for quantifying regional histologic tumor burden in recurrent high-grade glioma: Comparison against normalized relative CBV using image-localized stereotactic biopsies

Hoxworth, J. M., Eschbacher, J. M., Gonzales, A. C., Singleton, K. W., Leon, G. D., Smith, K. A., Stokes, A. M., Zhou, Y., Mazza, G. L., Porter, A. B., Mrugala, M. M., Zimmerman, R. S., Bendok, B. R., Patra, D. P., Krishna, C., Boxerman, J. L., Baxter, L. C., Swanson, K. R., Quarles, C. C., Schmainda, K. M. & 1 others, Hu, L. S., Mar 1 2020, In : American Journal of Neuroradiology. 41, 3, p. 408-415 8 p.

Research output: Contribution to journalArticle

Open Access
2019

Accurate patient-specific machine learning models of glioblastoma invasion using transfer learning

Hu, L. S., Yoon, H., Eschbacher, J. M., Baxter, L. C., Dueck, A. C., Nespodzany, A., Smith, K. A., Nakaji, P., Xu, Y., Wang, L., Karis, J. P., Hawkins-Daarud, A. J., Singleton, K. W., Jackson, P. R., Anderies, B. J., Bendok, B. R., Zimmerman, R. S., Quarles, C., Porter-Umphrey, A. B., Mrugala, M. M. & 11 others, Sharma, A., Hoxworth, J. M., Sattur, M. G., Sanai, N., Koulemberis, P. E., Krishna, C., Mitchell, J. R., Wu, T., Tran, N. L., Swanson, K. R. & Li, J., 2019, In : American Journal of Neuroradiology. 40, 3, p. 418-425 8 p.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

ENvironmental dynamics underlying responsive extreme survivors (ENDURES) of glioblastoma: A multidisciplinary team-based, multifactorial analytical approach

Johnston, S. K., Whitmire, P., Massey, S. C., Kumthekar, P., Porter, A. B., Raghunand, N., Gonzalez-Cuyar, L. F., Mrugala, M. M., Hawkins-Daarud, A., Jackson, P. R., Hu, L. S., Sarkaria, J. N., Wang, L., Gatenby, R. A., Egan, K. M., Canoll, P. & Swanson, K. R., Aug 1 2019, In : American Journal of Clinical Oncology: Cancer Clinical Trials. 42, 8, p. 655-661 7 p.

Research output: Contribution to journalArticle

Evaluating Multisite rCBV Consistency from DSC-MRI Imaging Protocols and Postprocessing Software Across the NCI Quantitative Imaging Network Sites Using a Digital Reference Object (DRO)

Bell, L. C., Semmineh, N., An, H., Eldeniz, C., Wahl, R., Schmainda, K. M., Prah, M. A., Erickson, B. J., Korfiatis, P., Wu, C., Sorace, A. G., Yankeelov, T. E., Rutledge, N., Chenevert, T. L., Malyarenko, D., Liu, Y., Brenner, A., Hu, L. S., Zhou, Y., Boxerman, J. L. & 8 others, Yen, Y. F., Kalpathy-Cramer, J., Beers, A. L., Muzi, M., Madhuranthakam, A. J., Pinho, M., Johnson, B. & Quarles, C. C., Mar 1 2019, In : Tomography (Ann Arbor, Mich.). 5, 1, p. 110-117 8 p.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI

Gaw, N., Hawkins-Daarud, A., Hu, L. S., Yoon, H., Wang, L., Xu, Y., Jackson, P. R., Singleton, K. W., Baxter, L. C., Eschbacher, J., Gonzales, A., Nespodzany, A., Smith, K., Nakaji, P., Mitchell, J. R., Wu, T., Swanson, K. & Li, J., Dec 1 2019, In : Scientific reports. 9, 1, 10063.

Research output: Contribution to journalArticle

Open Access
4 Scopus citations

Moving toward a consensus DSC-MRI protocol: Validation of a low-flip angle single-dose option as a reference standard for brain tumors

Schmainda, K. M., Prah, M. A., Hu, L. S., Quarles, C. C., Semmineh, N., Rand, S. D., Connelly, J. M., Anderies, B., Zhou, Y., Liu, Y., Logan, B., Stokes, A., Baird, G. & Boxerman, J. L., Jan 1 2019, In : American Journal of Neuroradiology. 40, 4, p. 626-633 8 p.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations

Updated Imaging Features of Dysplastic Cerebellar Gangliocytoma

Dhamija, R., Wood, C. P., Porter Umphrey, A. B., Hu, L. S., Weindling, S. M. & Hoxworth, J. M., Mar 1 2019, In : Journal of computer assisted tomography. 43, 2, p. 277-281 5 p.

Research output: Contribution to journalArticle

2 Scopus citations
2018

Distinct Phenotypic Clusters of Glioblastoma Growth and Response Kinetics Predict Survival

Rayfield, C. A., Grady, F., De Leon, G., Rockne, R., Carrasco, E., Jackson, P., Vora, M., Johnston, S. K., Hawkins-Daarud, A., Clark-Swanson, K. R., Whitmire, S., Gamez, M. E., Porter Umphrey, A. B., Hu, L. S., Gonzalez-Cuyar, L., Bendok, B., Vora, S. & Swanson, K., Dec 1 2018, In : JCO clinical cancer informatics. 2, p. 1-14 14 p.

Research output: Contribution to journalArticle

5 Scopus citations

Is the blood-brain barrier really disrupted in all glioblastomas? A critical assessment of existing clinical data

Sarkaria, J. N., Hu, L. S., Parney, I. F., Pafundi, D. H., Brinkmann, D. H., Laack, N. N., Giannini, C., Burns, T. C., Kizilbash, S. H., Laramy, J. K., Swanson, K. R., Kaufmann, T. J., Brown, P. D., Agar, N. Y. R., Galanis, E., Buckner, J. C. & Elmquist, W. F., Jan 22 2018, In : Neuro-oncology. 20, 2, p. 184-191 8 p.

Research output: Contribution to journalArticle

79 Scopus citations

Multisite concordance of DSC-MRI analysis for brain tumors: Results of a National Cancer Institute Quantitative Imaging Network Collaborative Project

Schmainda, K. M., Prah, M. A., Rand, S. D., Liu, Y., Logan, B., Muzi, M., Rane, S. D., Da, X., Yen, Y. F., Kalpathy-Cramer, J., Chenevert, T. L., Hoff, B., Ross, B., Cao, Y., Aryal, M. P., Erickson, B., Korfiatis, P., Dondlinger, T., Bell, L., Hu, L. & 2 others, Kinahan, P. E. & Quarles, C. C., Jun 1 2018, In : American Journal of Neuroradiology. 39, 6, p. 1008-1016 9 p.

Research output: Contribution to journalArticle

10 Scopus citations

Neuroimaging abnormalities in patients with Cowden syndrome: Retrospective single-center study

Dhamija, R., Weindling, S. M., Porter Umphrey, A. B., Hu, L. S., Wood, C. P. & Hoxworth, J. M., Jun 1 2018, In : Neurology: Clinical Practice. 8, 3, p. 207-213 7 p.

Research output: Contribution to journalArticle

4 Scopus citations

Optimization of acquisition and analysis methods for clinical dynamic susceptibility contrast MRI using a population-based digital reference object

Semmineh, N. B., Bell, L. C., Stokes, A. M., Hu, L. S., Boxerman, J. L. & Quarles, C. C., Nov 1 2018, In : American Journal of Neuroradiology. 39, 11, p. 1981-1988 8 p.

Research output: Contribution to journalArticle

8 Scopus citations
2017
Open Access
5 Scopus citations

Median Lingual Lymph Nodes: Prevalence on Imaging and Potential Implications for Oral Cavity Cancer Staging

Tomblinson, C. M., Nagel, T. H., Hu, L. S., Zarka, M. A. & Hoxworth, J. M., Jan 18 2017, (Accepted/In press) In : Journal of Computer Assisted Tomography.

Research output: Contribution to journalArticle

4 Scopus citations

Radiogenomics to characterize regional genetic heterogeneity in glioblastoma

Hu, L. S., Ning, S., Eschbacher, J. M., Baxter, L. C., Gaw, N., Ranjbar, S., Plasencia, J., Dueck, A., Peng, S., Smith, K. A., Nakaji, P., Karis, J. P., Quarles, C. C., Wu, T., Loftus, J. C., Jenkins, R. B., Sicotte, H., Kollmeyer, T. M., O'Neill, B. P., Elmquist, W. & 7 others, Hoxworth, J. M., Frakes, D., Sarkaria, J. N., Swanson, K., Tran, N., Li, J. & Mitchell, J. R., 2017, In : Neuro-Oncology. 19, 1, p. 128-137 10 p.

Research output: Contribution to journalArticle

67 Scopus citations
2016

Design and Verification of Novel Low-Cost MR-Guided Small-Animal Stereotactic System

Plasencia, J. D., Hu, L. S., Turner, G. H., Bennett, K. M. & Frakes, D. H., Aug 1 2016, In : Journal of Medical and Biological Engineering. 36, 4, p. 526-535 10 p.

Research output: Contribution to journalArticle

2015

Impact of software modeling on the accuracy of perfusion MRI in glioma

Hu, L. S., Kelm, Z., Korfiatis, P., Dueck, A. C., Elrod, C., Ellingson, B. M., Kaufmann, T. J., Eschbacher, J. M., Karis, J. P., Smith, K., Nakaji, P., Brinkman, D., Pafundi, D., Baxter, L. C. & Erickson, B. J., Dec 2015, In : American Journal of Neuroradiology. 36, 12, p. 2242-2249 8 p.

Research output: Contribution to journalArticle

23 Scopus citations

Multi-parametric MRI and texture analysis to visualize spatial histologic heterogeneity and tumor extent in glioblastoma

Hu, L. S., Ning, S., Eschbacher, J. M., Gaw, N., Dueck, A. C., Smith, K. A., Nakaji, P., Plasencia, J., Ranjbar, S., Price, S. J., Tran, N., Loftus, J., Jenkins, R., O'Neill, B. P., Elmquist, W., Baxter, L. C., Gao, F., Frakes, D., Karis, J. P., Zwart, C. & 5 others, Swanson, K. R., Sarkaria, J., Wu, T., Mitchell, J. R. & Li, J., Nov 1 2015, In : PloS one. 10, 11, e0141506.

Research output: Contribution to journalArticle

54 Scopus citations
2013

Cervical spine MR imaging findings of patients with Hirayama disease in North America: A multisite study

Lehman, V. T., Luetmer, P. H., Sorenson, E. J., Carter, R. E., Gupta, V., Fletcher, G. P., Hu, L. S. & Kotsenas, A. L., Feb 1 2013, In : American Journal of Neuroradiology. 34, 2, p. 451-456 6 p.

Research output: Contribution to journalArticle

32 Scopus citations
2012

Correlations between perfusion MR imaging cerebral blood volume, microvessel quantification, and clinical outcome using stereotactic analysis in recurrent high-grade glioma

Hu, L. S., Eschbacher, J. M., Dueck, A. C., Heiserman, J. E., Liu, S., Karis, J. P., Smith, K. A., Shapiro, W. R., Pinnaduwage, D. S., Coons, S. W., Nakaji, P., Debbins, J., Feuerstein, B. G. & Baxter, L. C., Jan 1 2012, In : American Journal of Neuroradiology. 33, 1, p. 69-76 8 p.

Research output: Contribution to journalArticle

71 Scopus citations

Reevaluating the imaging definition of tumor progression: Perfusion MRI quantifies recurrent glioblastoma tumor fraction, pseudoprogression, and radiation necrosis to predict survival

Hu, L. S., Eschbacher, J. M., Heiserman, J. E., Dueck, A. C., Shapiro, W. R., Liu, S., Karis, J. P., Smith, K. A., Coons, S. W., Nakaji, P., Spetzler, R. F., Feuerstein, B. G., Debbins, J. & Baxter, L. C., Jul 2012, In : Neuro-oncology. 14, 7, p. 919-930 12 p.

Research output: Contribution to journalArticle

116 Scopus citations
2010

A pediatric patient with a dissecting thrombotic anterior choroidal artery aneurysm: Case report

Shih, P., Pinnaduwage, T., Hu, L. S. & Spetzler, R. F., Aug 1 2010, In : Neurosurgery. 67, 2, p. E518

Research output: Contribution to journalArticle

8 Scopus citations

Brain retraction and thickness of cerebral neocortex: An automated technique for detecting retraction-induced anatomic changes using magnetic resonance imaging

Little, A. S., Liu, S., Beeman, S., Sankar, T., Preul, M. C., Hu, L. S., Smith, K. A. & Baxter, L. C., Dec 1 2010, In : Neurosurgery. 67, SUPPL. 1, p. ons277-ons282

Research output: Contribution to journalArticle

11 Scopus citations

Optimized preload leakage-correction methods to improve the diagnostic accuracy of dynamic susceptibility-weighted contrast-enhanced perfusion MR imaging in posttreatment gliomas

Hu, L. S., Baxter, L. C., Pinnaduwage, D. S., Paine, T. L., Karis, J. P., Feuerstein, B. G., Schmainda, K. M., Dueck, A. C., Debbins, J., Smith, K. A., Nakaji, P., Eschbacher, J. M., Coons, S. W. & Heiserman, J. E., Jan 2010, In : American Journal of Neuroradiology. 31, 1, p. 40-48 9 p.

Research output: Contribution to journalArticle

95 Scopus citations
2009

Relative cerebral blood volume values to differentiate high-grade glioma recurrence from posttreatment radiation effect: Direct correlation between image-guided tissue histopathology and localized dynamic susceptibility-weighted contrast-enhanced perfusion MR imaging measurements

Hu, L. S., Baxter, L. C., Smith, K. A., Feuerstein, B. G., Karis, J. P., Eschbacher, J. M., Coons, S. W., Nakaji, P., Yeh, R. F., Debbins, J. & Heiserman, J. E., Mar 2009, In : American Journal of Neuroradiology. 30, 3, p. 552-558 7 p.

Research output: Contribution to journalArticle

252 Scopus citations