Kyle Singleton

MedicineNeuroscienceMathematics

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 14 papers. Top paper: “Days gained response discriminates treatment response in patients with recurrent glioblastoma receiving bevacizumab-based therapies”.

Days gained response discriminates treatment response in patients with recurrent glioblastoma receiving bevacizumab-based therapies

Neuro-Oncology Advances(2020)10.1093/noajnl/vdaa085

N/A

0.165DataRank · unranked

2 citations

Alyx B. Porter, Leland Hu, Sandra K. Johnston, Kamila M. Bond, Cassandra Rickertsen +6 more

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

PLoS ONE(2020)10.1371/journal.pone.0230492

N/A

0DataRank · unranked

15 citations

Haylye White, Paula Whitmire, Tatum E Doyle, Sandra K. Johnston, Kyle Singleton +10 more

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

American Journal of Neuroradiology(2020)10.3174/ajnr.a6486

N/A

0DataRank · unranked

34 citations

Jennifer Eschbacher, Ashlyn C Gonzales, Kyle Singleton, Gustavo De León, Kris A. Smith +16 more

Uncertainty quantification in the radiogenomics modeling of EGFR amplification in glioblastoma

Scientific Reports(2021)10.1038/s41598-021-83141-z

N/A

0DataRank · unranked

30 citations

Lujia Wang, Andrea Hawkins‐Daarud, Jennifer Eschbacher, Kyle Singleton, Pamela Jackson +20 more

Weakly Supervised Skull Stripping of Magnetic Resonance Imaging of Brain Tumor Patients

Frontiers in Neuroimaging(2022)10.3389/fnimg.2022.832512

N/A

0DataRank · unranked

5 citations

Kyle Singleton, Lee Curtin, Cassandra Rickertsen, Lisa E. Paulson, Leland Hu +3 more

Mapping multiregional image-localized biopsies to MRI habitats reveal biologically significant glioma tissue states and patterns of cellular subpopulations

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.03.23.485500

N/A

0DataRank · unranked

7 citations

Kamila M. Bond, Pamela Jackson, Andrea Hawkins‐Daarud, Gustavo De León, Christopher Sereduk +22 more

Integrated molecular and multiparametric MRI mapping of high-grade glioma identifies regional biologic signatures

Nature Communications(2023)10.1038/s41467-023-41559-1

N/A

0DataRank · unranked

53 citations

Fulvio D’Angelo, Taylor M. Weiskittel, Francesca Pia Caruso, Shannon P. Fortin Ensign, Mylan Blomquist +55 more

Weakly-Supervised Transfer Learning With Application in Precision Medicine

IEEE Transactions on Automation Science and Engineering(2023)10.1109/tase.2023.3323773

N/A

0DataRank · unranked

8 citations

Lujia Wang, Leland Hu, Jenny Eschbacher, Gustavo De León, Kyle Singleton +8 more

Image-localized biopsy mapping of brain tumor heterogeneity: A single-center study protocol

PLoS ONE(2023)10.1371/journal.pone.0287767

N/A

0DataRank · unranked

7 citations

Lee Curtin, Jazlynn Langworthy, Gustavo De León, Barrett J. Anderies, Kyle Singleton +32 more

Towards Longitudinal Glioma Segmentation: Evaluating combined pre- and post-treatment MRI training data for automated tumor segmentation using nnU-Net

medRxiv(2023)10.1101/2023.05.31.23290537

N/A

0DataRank · unranked

3 citations

Kyle Singleton, Lee Curtin, Lisa E. Paulson, Kamala Clark-Swanson, Andrea Hawkins‐Daarud +4 more

Image-based models of T-cell distribution identify a clinically meaningful response to a dendritic cell vaccine in patients with glioblastoma

medRxiv(2023)10.1101/2023.07.13.23292619

N/A

0DataRank · unranked

0 citations

Lee Curtin, Andrea Hawkins‐Daarud, Javier Urcuyo, G. De Leon, Kyle Singleton +17 more

Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm

PLoS ONE(2024)10.1371/journal.pone.0299267

N/A

0DataRank · unranked

16 citations

Hairong Wang, Fulvio D’Angelo, Lee Curtin, Christopher Sereduk, Gustavo De León +20 more

Deep neural network to locate and segment brain tumors outperformed the expert technicians who created the training data

Journal of Medical Imaging(2020)10.1117/1.jmi.7.5.055501

N/A

0DataRank · unranked

16 citations

Konstantinos Kamnitsas, Kyle Singleton, Scott A. Whitmire, Kamala Clark-Swanson, Sara Ranjbar +29 more

Biologically informed deep neural networks provide quantitative assessment of intratumoral heterogeneity in post treatment glioblastoma

npj Digital Medicine(2024)10.1038/s41746-024-01277-4

N/A

0DataRank · unranked

7 citations

Michael Argenziano, Hyunsoo Yoon, Deborah Boyett, Akshay Save, Petros Petridis +14 more