| Sex differences in GBM revealed by analysis of patient imaging, transcriptome, and survival data W Yang, NM Warrington, SJ Taylor, P Whitmire, E Carrasco, KW Singleton, ... Science translational medicine 11 (473), eaao5253, 2019 | 300 | 2019 |
| Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI N Gaw, A Hawkins-Daarud, LS Hu, H Yoon, L Wang, Y Xu, PR Jackson, ... Scientific reports 9 (1), 10063, 2019 | 84 | 2019 |
| Project QUIT (Quit Using Drugs Intervention Trial): a randomized controlled trial of a primary care‐based multi‐component brief intervention to reduce risky drug use L Gelberg, RM Andersen, AA Afifi, BD Leake, L Arangua, M Vahidi, ... Addiction 110 (11), 1777-1790, 2015 | 83 | 2015 |
| Accurate patient-specific machine learning models of glioblastoma invasion using transfer learning LS Hu, H Yoon, JM Eschbacher, LC Baxter, AC Dueck, A Nespodzany, ... American Journal of Neuroradiology 40 (3), 418-425, 2019 | 38 | 2019 |
| A deep convolutional neural network for annotation of magnetic resonance imaging sequence type S Ranjbar, KW Singleton, PR Jackson, CR Rickertsen, SA Whitmire, ... Journal of digital imaging 33, 439-446, 2020 | 28 | 2020 |
| Performance of standardized relative CBV for quantifying regional histologic tumor burden in recurrent high-grade glioma: comparison against normalized relative CBV using image … JM Hoxworth, JM Eschbacher, AC Gonzales, KW Singleton, GD Leon, ... American Journal of Neuroradiology 41 (3), 408-415, 2020 | 27 | 2020 |
| Uncertainty quantification in the radiogenomics modeling of EGFR amplification in glioblastoma LS Hu, L Wang, A Hawkins-Daarud, JM Eschbacher, KW Singleton, ... Scientific reports 11 (1), 3932, 2021 | 25 | 2021 |
| Wireless data collection of self-administered surveys using tablet computers KW Singleton, M Lan, C Arnold, M Vahidi, L Arangua, L Gelberg, AAT Bui AMIA Annual Symposium Proceedings 2011, 1261, 2011 | 19 | 2011 |
| Deep neural network to locate and segment brain tumors outperformed the expert technicians who created the training data JR Mitchell, K Kamnitsas, KW Singleton, SA Whitmire, KR Clark-Swanson, ... Journal of Medical Imaging 7 (5), 055501-055501, 2020 | 16 | 2020 |
| A pilot replication of QUIT, a randomized controlled trial of a brief intervention for reducing risky drug use, among Latino primary care patients L Gelberg, RM Andersen, MW Rico, M Vahidi, GN Rey, S Shoptaw, ... Drug and alcohol dependence 179, 433-440, 2017 | 13 | 2017 |
| Integrated molecular and multiparametric MRI mapping of high-grade glioma identifies regional biologic signatures LS Hu, F D’Angelo, TM Weiskittel, FP Caruso, SP Fortin Ensign, ... Nature communications 14 (1), 6066, 2023 | 11 | 2023 |
| Image-based metric of invasiveness predicts response to adjuvant temozolomide for primary glioblastoma SC Massey, H White, P Whitmire, T Doyle, SK Johnston, KW Singleton, ... PloS One 15 (3), e0230492, 2020 | 11 | 2020 |
| Sex differences in GBM revealed by analysis of patient imaging, transcriptome, and survival data. Sci Transl Med. 2019; 11: eaao5253 W Yang, NM Warrington, SJ Taylor, P Whitmire, E Carrasco, KW Singleton, ... | 10 | |
| Sex differences in GBM revealed by analysis of patient imaging, transcriptome, and survival data. Sci Transl Med W Yang, NM Warrington, SJ Taylor, P Whitmire, E Carrasco, KW Singleton, ... | 8 | 2019 |
| Motivating the additional use of external validity: Examining transportability in a model of glioblastoma multiforme KW Singleton, W Speier, AAT Bui, W Hsu AMIA Annual Symposium Proceedings 2014, 1930, 2014 | 8 | 2014 |
| Comparing predictive models of glioblastoma multiforme built using multi-institutional and local data sources KW Singleton, W Hsu, AAT Bui AMIA Annual Symposium Proceedings 2012, 1385, 2012 | 8 | 2012 |
| Clinically Important sex differences in GBM biology revealed by analysis of male and female imaging, transcriptome and survival data W Yang, NM Warrington, SJ Taylor, E Carrasco, KW Singleton, N Wu, ... BioRxiv, 232744, 2017 | 7 | 2017 |
| Sex differences in GBM revealed by analysis of patient imaging, transcriptome, and survival data. Sci Transl Med [Internet]. 2019 Jan 2; 11 (473) W Yang, NM Warrington, SJ Taylor, P Whitmire, E Carrasco, KW Singleton | 6 | |
| Robust automatic whole brain extraction on magnetic resonance imaging of brain tumor patients using dense-Vnet S Ranjbar, KW Singleton, L Curtin, CR Rickertsen, LE Paulson, LS Hu, ... arXiv preprint arXiv:2006.02627, 2020 | 4 | 2020 |
| Nimg-74. Radiomics of tumor invasion 2.0: combining mechanistic tumor invasion models with machine learning models to accurately predict tumor invasion in human glioblastoma … KR Swanson, N Gaw, A Hawkins-Daarud, PR Jackson, KW Singleton, ... Neuro-Oncology 19 (Suppl 6), vi159, 2017 | 4 | 2017 |
