🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Guadalupe Canahuate

University of Iowa

ORCID: 0000-0001-5873-5454
MedicineComputer Science

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 5%percentile
0.350Author DataRank

Indexed papers

1in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

A Tale of Two Centers: Visual Exploration of Health Disparities in Cancer Care

PubMed(2022)10.1109/pacificvis53943.2022.00019
Top 50%
0.350DataRank
Top 50%4 citations

Michaël Tran, Virginie Achim, David Fuller, Guadalupe Canahuate, Fábio Miranda +2 more

Papers

Driven by 23 papers — median percentile 50. Top paper: “Precision toxicity correlates of tumor spatial proximity to organs at risk in cancer patients receiving intensity-modulated radiotherapy”.

Precision toxicity correlates of tumor spatial proximity to organs at risk in cancer patients receiving intensity-modulated radiotherapy

Radiotherapy and Oncology(2020)10.1016/j.radonc.2020.05.023
N/A
0.529DataRank · unranked
33 citations

Peter Hanula, Lisanne V. van Dijk, Baher Elgohari, Abdallah Mohamed, Carlos Cárdenas +5 more

A Tale of Two Centers: Visual Exploration of Health Disparities in Cancer Care

PubMed(2022)10.1109/pacificvis53943.2022.00019
Top 50%
0.350DataRank
Top 50%4 citations

Michaël Tran, Virginie Achim, David Fuller, Guadalupe Canahuate, Fábio Miranda +2 more

Spatially-aware clustering improves AJCC-8 risk stratification performance in oropharyngeal carcinomas

Oral Oncology(2023)10.1016/j.oraloncology.2023.106460
N/A
0.330DataRank · unranked
8 citations

Andrew Wentzel, Abdallah Mohamed, Lisanne V. van Dijk, David M. Vock, Baher Elgohari +4 more

Predicting late symptoms of head and neck cancer treatment using LSTM and patient reported outcomes

PubMed(2021)10.1145/3472163.3472177
N/A
0DataRank · unranked
27 citations

Guadalupe Canahuate, Lisanne V. van Dijk, Abdallah Mohamed, Clifton D. Fuller, Xinhua Zhang +2 more

Optimal policy determination in sequential systemic and locoregional therapy of oropharyngeal squamous carcinomas: A patient-physician digital twin dyad with deep Q-learning for treatment selection

medRxiv(2021)10.1101/2021.04.07.21255092
N/A
0DataRank · unranked
7 citations

Xinhua Zhang, Guadalupe Canahuate, Andrew Wentzel, Abdallah Mohamed, Lisanne V. van Dijk +3 more

THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy

IEEE Transactions on Visualization and Computer Graphics(2021)10.1109/tvcg.2021.3114810
N/A
0DataRank · unranked
0 citations

Nafiul Nipu, Mikayla Biggs, Andrew Wentzel, Guadalupe Canahuate, Lisanne V. van Dijk +4 more

Optimal Treatment Selection in Sequential Systemic and Locoregional Therapy of Oropharyngeal Squamous Carcinomas: Deep Q-Learning With a Patient-Physician Digital Twin Dyad

Journal of Medical Internet Research(2022)10.2196/29455
N/A
0DataRank · unranked
49 citations

Xinhua Zhang, Guadalupe Canahuate, Andrew Wentzel, Abdallah Mohamed, Lisanne V. van Dijk +3 more

Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation

Statistics and Computing(2022)10.1007/s11222-022-10138-7
N/A
0DataRank · unranked
10 citations

Brian J. Smith, Guadalupe Canahuate, Terry A. Braun, John M. Buatti, Thomas L. Casavant +1 more

DASS Good: Explainable Data Mining of Spatial Cohort Data

Computer Graphics Forum(2023)10.1111/cgf.14830
N/A
0DataRank · unranked
13 citations

Carla Floricel, Guadalupe Canahuate, Mohamed A. Naser, A.S. Mohamed, Clifton D. Fuller +3 more

Roses Have Thorns: Understanding the Downside of Oncological Care Delivery Through Visual Analytics and Sequential Rule Mining

IEEE Transactions on Visualization and Computer Graphics(2023)10.1109/tvcg.2023.3326939
N/A
0DataRank · unranked
9 citations

Andrew Wentzel, Abdallah Mohamed, Clifton D. Fuller, Guadalupe Canahuate, G. Elisabeta Marai +1 more

Multi-organ spatial stratification of 3-D dose distributions improves risk prediction of long-term self-reported severe symptoms in oropharyngeal cancer patients receiving radiotherapy: development of a pre-treatment decision support tool

Frontiers in Oncology(2023)10.3389/fonc.2023.1210087
N/A
0DataRank · unranked
7 citations

Abdallah Mohamed, Mohamed A. Naser, Lisanne V. van Dijk, Katherine A. Hutcheson, Amy M. Moreno +4 more

Improving Prediction of Late Symptoms using LSTM and Patient-reported Outcomes for Head and Neck Cancer Patients

PubMed(2023)10.1109/ichi57859.2023.00047
N/A
0DataRank · unranked
8 citations

Lisanne V. van Dijk, Abdallah Mohamed, Mohamed A. Naser, Clifton D. Fuller, Xinhua Zhang +3 more

DASS Good: Explainable Data Mining of Spatial Cohort Data

arXiv (Cornell University)(2023)10.48550/arxiv.2304.04870
N/A
0DataRank · unranked
0 citations

Carla Floricel, Guadalupe Canahuate, Mohamed A. Naser, Abdallah Mohamed, Clifton D. Fuller +3 more

DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer

IEEE Transactions on Visualization and Computer Graphics(2024)10.1109/tvcg.2024.3456160
N/A
0DataRank · unranked
29 citations

Serageldin Attia, Xinhua Zhang, Guadalupe Canahuate, Clifton D. Fuller, G. Elisabeta Marai +1 more

Racial Disparities in Cancer Guideline-Concordant Treatment Using Surveillance, Epidemiology, and End Results Data for Patients With NSCLC

JTO Clinical and Research Reports(2024)10.1016/j.jtocrr.2024.100747
N/A
0DataRank · unranked
1 citations

J.M. Engelbart, Jason Semprini, Amanda R. Kahl, Cameron Trentz, John M. Buatti +4 more

Collaborative Filtering for the Imputation of Patient Reported Outcomes

Lecture notes in computer science(2024)10.1007/978-3-031-68309-1_20
N/A
0DataRank · unranked
6 citations

Clifton D. Fuller, Xinhua Zhang, G. Elisabeta Marai, Guadalupe Canahuate, Eric Ababio Anyimadu

Mandibular dose-volume predicts time-to-osteoradionecrosis in an actuarial normal-tissue complication probability (NTCP) model: External validation of right-censored clinico-dosimetric and competing risk application across international multi-institutional observational cohorts and online graphical user interface clinical support tool assessment

medRxiv(2024)10.1101/2024.08.20.24312311
N/A
0DataRank · unranked
1 citations

Laia Humbert‐Vidan, Serageldin Kamel, Andrew Wentzel, Zaphanlene Kaffey, Moamen Abobakr Abdelaal +35 more

Externally validated digital decision support tool for time-to-osteoradionecrosis risk-stratification using right-censored multi-institutional observational cohorts

Radiotherapy and Oncology(2025)10.1016/j.radonc.2025.110890
N/A
0DataRank · unranked
6 citations

Serageldin Kamel, Andrew Wentzel, Zaphanlene Kaffey, Moamen Abobakr Abdelaal, Kyle Spier +40 more

Clinical and dosimetric dataset of time-to-event normal tissue complication probability for osteoradionecrosis

medRxiv(2025)10.1101/2025.08.12.25333524
N/A
0DataRank · unranked
0 citations

Serageldin Kamel, Andrew Wentzel, Zaphanlene Kaffey, Moamen Abobakr Abdelaal, G. Elisabeta Marai +19 more

A spatial neighborhood methodology for computing and analyzing lymph node carcinoma similarity in precision medicine

Journal of Biomedical Informatics(2020)10.1016/j.yjbinx.2020.100067
N/A
0DataRank · unranked
19 citations

Andrew Wentzel, Baher Elgohari, Hesham Elhalawani, Abdallah Mohamed, Guadalupe Canahuate +4 more

FlavorCharter: Development of a Smartphone App for Quantifying Food Flavor

(2025)10.1109/icdmw69685.2025.00079
N/A
0DataRank · unranked
0 citations

Guadalupe Canahuate, Xinhua Zhang, C. David Fuller, G. Elisabeta Marai, Francesco Botto

Clustering of Largely Right-Censored Oropharyngeal Head and Neck Cancer Patients for Discriminative Groupings to Improve Outcome Prediction

Scientific Reports(2020)10.1038/s41598-020-60140-0
N/A
0DataRank · unranked
34 citations

Luka Zdilar, Hesham Elhalawani, Baher Elgohari, David M. Vock, G. Elisabeta Marai +4 more

Oropharyngeal cancer patient stratification using random forest based-learning over high-dimensional radiomic features

Scientific Reports(2021)10.1038/s41598-021-92072-8
N/A
0DataRank · unranked
15 citations

David M. Vock, G. Elisabeta Marai, Clifton D. Fuller, Abdallah Mohamed, Guadalupe Canahuate +1 more