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Kyle W Singleton
Kyle W Singleton
Precision Neurotherapeutics Innovation Program, Mayo Clinic
Verified email at mayo.edu
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Cited by
Year
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
2832019
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
822019
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
802015
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
362019
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
252020
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
252020
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
222021
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
182011
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
162020
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
132017
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
102020
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
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
82017
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
82014
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
82012
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, ...
62019
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
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
42023
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
42020
SCIDOT-16. T2-WEIGHTED IMAGING MAY BE INDICATIVE OF DRUG DISTRIBUTION IN GLIOBLASTOMA PATIENTS
P Jackson, M Kim, A Hawkins-Daarud, K Singleton, A Mohammad, ...
Neuro-Oncology 21 (Suppl 6), vi274, 2019
32019
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