Andrea Hawkins‐Daarud

The University of Texas MD Anderson Cancer Center

MedicineMathematicsBiochemistry, Genetics and Molecular Biology

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 16 papers. Top paper: “Biologically-informed deep neural networks provide quantitative assessment of intratumoral heterogeneity in post-treatment glioblastoma”.

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

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

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

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

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

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

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

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

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

Survey and perspective on verification, validation, and uncertainty quantification of digital twins for precision medicine

npj Digital Medicine(2025)10.1038/s41746-025-01447-y

N/A

0DataRank · unranked

72 citations

Andrea Hawkins‐Daarud, Anirban Chaudhuri, Deen Osman, Ahmad Bahai, David Paydarfar +4 more