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Kyle W Singleton
Kyle W Singleton
Precision Neurotherapeutics Innovation Program, Mayo Clinic
Verified email at mayo.edu
Title
Cited by
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
3912019
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
1042019
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
952015
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
442023
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
432019
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 (2), 439-446, 2020
412020
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
382020
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
352021
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
222020
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
202011
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
192017
Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm
L Wang, H Wang, F D’Angelo, L Curtin, CP Sereduk, GD Leon, ...
Plos one 19 (4), e0299267, 2024
142024
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
132020
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, ...
11
Weakly-supervised transfer learning with application in precision medicine
L Mao, L Wang, LS Hu, JM Eschbacher, G De Leon, KW Singleton, ...
IEEE Transactions on Automation Science and Engineering 21 (4), 6250-6264, 2023
102023
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, ...
92019
Image-localized biopsy mapping of brain tumor heterogeneity: A single-center study protocol
JC Urcuyo, L Curtin, JM Langworthy, G De Leon, B Anderies, ...
PloS one 18 (12), e0287767, 2023
82023
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
Biologically informed deep neural networks provide quantitative assessment of intratumoral heterogeneity in post treatment glioblastoma
H Wang, MG Argenziano, H Yoon, D Boyett, A Save, P Petridis, W Savage, ...
npj Digital Medicine 7 (1), 292, 2024
72024
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Articles 1–20