Kyle W Singleton (K W Singleton)

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Diffusion Weighted Imaging

Machine Learning

Top Venues

AJNR. American journal of neuroradiology

Scientific reports

medRxiv : the preprint server for health sciences

This page only lists publications with an associated author ORCID identifier.

Publications

Lujia Wang, Hairong Wang, Fulvio D'Angelo, Lee Curtin, Christopher P Sereduk, Gustavo De Leon, Kyle W Singleton, Javier Urcuyo, Andrea Hawkins-Daarud, Pamela R Jackson, Chandan Krishna, Richard S Zimmerman, Devi P Patra, Bernard R Bendok, Kris A Smith, Peter Nakaji, Kliment Donev, Leslie C Baxter, Maciej M Mrugała, Michele Ceccarelli, Antonio Iavarone, Kristin R Swanson, Nhan L Tran, Leland S Hu, Jing Li
Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm. PloS one 19 (4) (2024)
Lujia Wang, Hairong Wang, Fulvio D'Angelo, Lee Curtin, Christopher P Sereduk, Gustavo De Leon, Kyle W Singleton, Javier Urcuyo, Andrea Hawkins-Daarud, Pamela R Jackson, Chandan Krishna, Richard S Zimmerman, Devi P Patra, Bernard R Bendok, Kris A Smith, Peter Nakaji, Kliment Donev, Leslie C Baxter, Maciej M Mrugała, Michele Ceccarelli, Antonio Iavarone, Kristin R Swanson, Nhan L Tran, Leland S Hu, Jing Li
Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm. PloS one 19 (4) (2024)
Lujia Wang, Hairong Wang, Fulvio D'Angelo, Lee Curtin, Christopher P Sereduk, Gustavo De Leon, Kyle W Singleton, Javier Urcuyo, Andrea Hawkins-Daarud, Pamela R Jackson, Chandan Krishna, Richard S Zimmerman, Devi P Patra, Bernard R Bendok, Kris A Smith, Peter Nakaji, Kliment Donev, Leslie C Baxter, Maciej M Mrugała, Michele Ceccarelli, Antonio Iavarone, Kristin R Swanson, Nhan L Tran, Leland S Hu, Jing Li
Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm. PloS one 19 (4) (2024)
Lujia Wang, Hairong Wang, Fulvio D'Angelo, Lee Curtin, Christopher P Sereduk, Gustavo De Leon, Kyle W Singleton, Javier Urcuyo, Andrea Hawkins-Daarud, Pamela R Jackson, Chandan Krishna, Richard S Zimmerman, Devi P Patra, Bernard R Bendok, Kris A Smith, Peter Nakaji, Kliment Donev, Leslie C Baxter, Maciej M Mrugała, Michele Ceccarelli, Antonio Iavarone, Kristin R Swanson, Nhan L Tran, Leland S Hu, Jing Li
Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm. PloS one 19 (4) (2024)
Sara Ranjbar, Kyle W Singleton, Lee Curtin, Lisa Paulson, Kamala Clark-Swanson, Andrea Hawkins-Daarud, Joseph Ross Mitchell, Pamela R Jackson, Kristin R Swanson
Towards Longitudinal Glioma Segmentation: Evaluating combined pre- and post-treatment MRI training data for automated tumor segmentation using nnU-Net. medRxiv : the preprint server for health sciences (2023)
Leland S Hu, Fulvio D'Angelo, Taylor M Weiskittel, Francesca Pia Caruso, Shannon P Fortin Ensign, Mylan R Blomquist, Matthew J Flick, Lujia Wang, Christopher P Sereduk, Kevin Meng-Lin, Gustavo De Leon, Ashley Nespodzany, Javier C Urcuyo, Ashlyn C Gonzales, Lee Curtin, Erika M Lewis, Kyle W Singleton, Timothy Dondlinger, Aliya Anil, Natenael B Semmineh, Teresa Maria Rosaria Noviello, Reyna A Patel, Panwen Wang, Junwen Wang, Jennifer M Eschbacher, Andrea Hawkins-Daarud, Pamela R Jackson, Itamar S Grunfeld, Christian Elrod, Gina L Mazza, Sam C McGee, Lisa Paulson, Kamala Clark-Swanson, Yvette Lassiter-Morris, Kris A Smith, Peter Nakaji, Bernard R Bendok, Richard S Zimmerman, Chandan Krishna, Devi P Patra, Naresh P Patel, Mark K Lyons, Matthew Neal, Kliment Donev, Maciej M Mrugala, Alyx B Porter, Scott C Beeman, Todd R Jensen, Kathleen M Schmainda, Yuxiang Zhou, Leslie C Baxter, Christopher L Plaisier, Jing Li, Hu Li, Anna Lasorella, C Chad Quarles, Kristin R Swanson, Michele Ceccarelli, Antonio Iavarone, Nhan L Tran
Integrated molecular and multiparametric MRI mapping of high-grade glioma identifies regional biologic signatures. Nature communications 14 (1) (2023)
Kyle W Singleton, Alyx B Porter, Leland S Hu, Sandra K Johnston, Kamila M Bond, Cassandra R Rickertsen, Gustavo De Leon, Scott A Whitmire, Kamala R Clark-Swanson, Maciej M Mrugala, Kristin R Swanson
Days gained response discriminates treatment response in patients with recurrent glioblastoma receiving bevacizumab-based therapies. Neuro-oncology advances 2 (1) (2020)
Joseph M Hoxworth, J M Eschbacher, A C Gonzales, Kyle W Singleton, G D Leon, Kris A Smith, Ashley M Stokes, Yuxiang Zhou, Gina L Mazza, Alyx B Porter, M M Mrugala, Richard S Zimmerman, Bernard R Bendok, D P Patra, C Krishna, Jerrold L Boxerman, Leslie C Baxter, Kristin R Swanson, C C Quarles, Kathleen M Schmainda, Leland S Hu
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. AJNR. American journal of neuroradiology 41 (3) (2020)
Wei Yang, Nicole M Warrington, Sara J Taylor, Paula Whitmire, Eduardo Carrasco, Kyle W Singleton, Ningying Wu, Justin D Lathia, Michael E Berens, Albert H Kim, Jill S Barnholtz-Sloan, Kristin R Swanson, Jingqin Luo, Joshua B Rubin
Sex differences in GBM revealed by analysis of patient imaging, transcriptome, and survival data. Science translational medicine 11 (473) (2020)
Susan Christine Massey, Haylye White, Paula Whitmire, Tatum Doyle, Sandra K Johnston, Kyle W Singleton, Pamela R Jackson, Andrea Hawkins-Daarud, Bernard R Bendok, Alyx B Porter, Sujay Vora, Jann N Sarkaria, Leland S Hu, Maciej M Mrugala, Kristin R Swanson
Image-based metric of invasiveness predicts response to adjuvant temozolomide for primary glioblastoma. PloS one 15 (3) (2020)
Nathan Gaw, Andrea Hawkins-Daarud, Leland S Hu, Hyunsoo Yoon, Lujia Wang, Yanzhe Xu, Pamela R Jackson, Kyle W Singleton, Leslie C Baxter, Jennifer Eschbacher, Ashlyn Gonzales, Ashley Nespodzany, Kris A Smith, Peter Nakaji, Joseph Ross Mitchell, Teresa Wu, Kristin R Swanson, Jing Li
Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI. Scientific reports 9 (1) (2019)
Leland S Hu, Hyunsoo Yoon, J M Eschbacher, Leslie C Baxter, Amylou C Dueck, A Nespodzany, Kris A Smith, Peter Nakaji, Yanzhe Xu, Lujia Wang, John P Karis, Andrea Hawkins-Daarud, Kyle W Singleton, Pamela R Jackson, Barrett J Anderies, Bernard R Bendok, Richard S Zimmerman, C C Quarles, Alyx B Porter, M M Mrugala, Akanksha Sharma, Joseph M Hoxworth, Mithun G Sattur, Nader Sanai, P E Koulemberis, C Krishna, Joseph Ross Mitchell, Teresa Wu, Nhan L Tran, Kristin R Swanson, Jing Li
Accurate Patient-Specific Machine Learning Models of Glioblastoma Invasion Using Transfer Learning. AJNR. American journal of neuroradiology 40 (3) (2019)