Kristin R. Swanson

Also affiliated with Neurological Surgery

MedicinePhysics and AstronomyNeuroscienceMathematics

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 34 papers. Top paper: “IDH–wild-type glioblastoma cell density and infiltration distribution influence on supramarginal resection and its impact on overall survival: a mathematical model”.

IDH–wild-type glioblastoma cell density and infiltration distribution influence on supramarginal resection and its impact on overall survival: a mathematical model

Journal of neurosurgery(2021)10.3171/2021.6.jns21925

N/A

0.578DataRank · unranked

46 citations

Tito Vivas-Buitrago, Ricardo A. Domingo, Gaetano De Biase, Desmond Brown, Oluwaseun O. Akinduro +14 more

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

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

N/A

0.416DataRank · unranked

15 citations

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

Knowledge-Informed Machine Learning for Cancer Diagnosis and Prognosis: A Review

IEEE Transactions on Automation Science and Engineering(2024)10.1109/tase.2024.3515839

N/A

0.385DataRank · unranked

12 citations

Hairong Wang, Leland Hu, Nhan L. Tran, Peter Canoll, Kristin R. Swanson +2 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

0.312DataRank · unranked

7 citations

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

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

Frontiers in Neuroimaging(2022)10.3389/fnimg.2022.832512

N/A

0.269DataRank · unranked

5 citations

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

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

Research Square(2024)10.21203/rs.3.rs-3891425/v1

N/A

0.204DataRank · unranked

2 citations

Hairong Wang, Michael Argenziano, Hyunsoo Yoon, Deborah Boyett, Akshay Save +12 more

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

Sex Differences in MRI-Based Metrics of Glioma Invasion and Brain Mechanics

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.11.21.352724

N/A

0DataRank · unranked

0 citations

Sara F. Yee, Pamela Jackson, Cassandra Rickertsen, Andrea Hawkins‐Daarud, Sandra K. Johnston +10 more

Molecular omics resources should require sex annotation: a call for action

Nature Methods(2021)10.1038/s41592-021-01168-6

N/A

0DataRank · unranked

48 citations

Margaret M. McCarthy, Joshua B. Rubin, Kristin R. Swanson, Kamila M. Bond

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

Shape matters: morphological metrics of glioblastoma imaging abnormalities as biomarkers of prognosis

Scientific Reports(2021)10.1038/s41598-021-02495-6

N/A

0DataRank · unranked

30 citations

Paula Whitmire, Haylye White, Kamila M. Bond, Maciej M. Mrugała, Leland Hu +2 more

Knowledge-Infused Global-Local Data Fusion for Spatial Predictive Modeling in Precision Medicine

IEEE Transactions on Automation Science and Engineering(2021)10.1109/tase.2021.3076117

N/A

0DataRank · unranked

20 citations

Andrea Hawkins‐Daarud, Kristin R. Swanson, Leland Hu, Jing Li, Lujia Wang

Morphological Metrics of Magnetic Resonance Imaging of Glioblastoma as Biomarkers of Prognosis

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.01.29.428875

N/A

0DataRank · unranked

0 citations

Paula Whitmire, Haylye White, Maciej M. Mrugała, Leland Hu, Kristin R. Swanson +1 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

Comparison of volumetric and 2D-based response methods in the PNOC-001 pediatric low-grade glioma clinical trial

Neuro-Oncology Advances(2023)10.1093/noajnl/vdad172

N/A

0DataRank · unranked

9 citations

Divya Ramakrishnan, Sarah C. Brüningk, Fatima Memon, Sandra Abi Fadel, Nazanin Maleki +18 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

An image-based modeling framework for predicting spatiotemporal brain cancer biology within individual patients

Frontiers in Oncology(2023)10.3389/fonc.2023.1185738

N/A

0DataRank · unranked

4 citations

Lee Curtin, Sara Ranjbar, Ariana E. Afshari, Leland Hu, Joshua B. Rubin +2 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

Data from Quantitative Metrics of Net Proliferation and Invasion Link Biological Aggressiveness Assessed by MRI with Hypoxia Assessed by FMISO-PET in Newly Diagnosed Glioblastomas

(2023)10.1158/0008-5472.c.6499130.v1

N/A

0DataRank · unranked

0 citations

Gargi Chakraborty, Jennifer Hadley, Russell C. Rockne, Mark Muzi, Ellsworth C. Alvord +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

Revealing the biology behind MRI signatures in high grade glioma

medRxiv(2023)10.1101/2023.12.08.23299733

N/A

0DataRank · unranked

0 citations

Lingchao Mao, Lujia Wang, Kristin R. Swanson, Ramon Barajas, Jing Li +4 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

Knowledge-Informed Machine Learning for Cancer Diagnosis and Prognosis: A review

arXiv (Cornell University)(2024)10.48550/arxiv.2401.06406

N/A

0DataRank · unranked

6 citations

Hairong Wang, Leland Hu, Nhan L. Tran, Peter Canoll, Kristin R. Swanson +2 more

Androgen loss weakens anti-tumor immunity and accelerates brain tumor growth

Research Square(2024)10.21203/rs.3.rs-4014556/v1

N/A

0DataRank · unranked

4 citations

Juyeun Lee, Yoon‐Mi Chung, Lee Curtin, Daniel J. Silver, Yue Hao +11 more

Imaging of intratumoral heterogeneity in high-grade glioma

Cancer Letters(2020)10.1016/j.canlet.2020.02.025

N/A

0DataRank · unranked

140 citations

Andrea Hawkins‐Daarud, Lujia Wang, Jing Li, Kristin R. Swanson, Leland Hu

Androgen loss weakens anti-tumor immunity and accelerates brain tumor growth 3761

The Journal of Immunology(2025)10.1093/jimmun/vkaf283.1526

N/A

0DataRank · unranked

0 citations

Yoon‐Mi Chung, Yue Hao, Daniel J. Silver, Lee Curtin, Michael Nicosia +5 more

Assessment of Prognostic Value of Cystic Features in Glioblastoma Relative to Sex and Treatment With Standard-of-Care

Frontiers in Oncology(2020)10.3389/fonc.2020.580750

N/A

0DataRank · unranked

18 citations

Paula Whitmire, Cassandra Rickertsen, Gina L. Mazza, Peter Canoll, Sandra K. Johnston +4 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

Quantifying Glioblastoma Drug Response Dynamics Incorporating Treatment Sensitivity and Blood Brain Barrier Penetrance From Experimental Data

Frontiers in Physiology(2020)10.3389/fphys.2020.00830

N/A

0DataRank · unranked

10 citations

Javier Urcuyo, Bianca M. Marin, Jann N. Sarkaria, Kristin R. Swanson, Susan Christine Massey

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

Roadmap for the clinical integration of radiomics in neuro-oncology

Neuro-Oncology(2020)10.1093/neuonc/noaa078

N/A

0DataRank · unranked

6 citations

Kristin R. Swanson, Leland Hu

Learning Equations from Biological Data with Limited Time Samples

Bulletin of Mathematical Biology(2020)10.1007/s11538-020-00794-z

N/A

0DataRank · unranked

3 citations

John Lagergren, Andrea Hawkins‐Daarud, Lee Curtin, Bethan Morris, Erica M. Rutter +3 more