Guadalupe Canahuate
University of Iowa
H-index: 17
North America-United States
Top articles of Guadalupe Canahuate
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Multi-organ spatial stratification of 3-D dose distributions improves risk prediction of long-term self-reported severe symptoms in oropharyngeal cancer patients receiving … | Frontiers in Oncology | Andrew Wentzel Abdallah SR Mohamed Mohamed A Naser Lisanne V Van Dijk Katherine Hutcheson | 2023 |
Spatially-aware clustering improves AJCC-8 risk stratification performance in oropharyngeal carcinomas | Oral oncology | Guadalupe Canahuate Andrew Wentzel Abdallah SR Mohamed Lisanne V van Dijk David M Vock | 2023/9/1 |
Evaluating Autoencoders for Dimensionality Reduction of MRI-derived Radiomics and Classification of Malignant Brain Tumors | Mikayla Biggs Yaohua Wang Neetu Soni Sarv Priya Girish Bathla | 2023/7/10 | |
Improving Prediction of Late Symptoms using LSTM and Patient-reported Outcomes for Head and Neck Cancer Patients | Yaohua Wang Lisanne Van Dijk Abdallah SR Mohamed Mohamed Naser Clifton David Fuller | 2023/6/26 | |
DASS good: explainable data mining of spatial cohort data | Computer graphics forum | Andrew Wentzel Carla Floricel Guadalupe Canahuate Mohamed A Naser Abdallah S Mohamed | 2023/6 |
Feature selection for support vector regression using a genetic algorithm | Biostatistics | Shannon B McKearnan David M Vock G Elisabeta Marai Guadalupe Canahuate Clifton D Fuller | 2023/4/1 |
Roses Have Thorns: Understanding the Downside of Oncological Care Delivery Through Visual Analytics and Sequential Rule Mining | IEEE transactions on visualization and computer graphics | Carla Floricel Andrew Wentzel Abdallah Mohamed C David Fuller Guadalupe Canahuate | 2023/11/28 |
Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation | Statistics and computing | Michael C Rendleman Brian J Smith Guadalupe Canahuate Terry A Braun John M Buatti | 2022/12 |
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 | Elisa Tardini Xinhua Zhang Guadalupe Canahuate Andrew Wentzel Abdallah SR Mohamed | 2022/4/20 |
A tale of two centers: Visual exploration of health disparities in cancer care | Sanjana Srabanti Michael Tran Virginie Achim David Fuller Guadalupe Canahuate | 2022/4/11 | |
Precision association of lymphatic disease spread with radiation-associated toxicity in oropharyngeal squamous carcinomas | Radiotherapy and oncology | Andrew Wentzel Timothy Luciani Lisanne V van Dijk Nicolette Taku Baher Elgohari | 2021/8/1 |
Predicting late symptoms of head and neck cancer treatment using LSTM and patient reported outcomes | Yaohua Wang Guadalupe M Canahuate Lisanne V Van Dijk Abdallah SR Mohamed Clifton David Fuller | 2021/7/14 | |
Oropharyngeal cancer patient stratification using random forest based-learning over high-dimensional radiomic features | Scientific reports | Harsh Patel David M Vock G Elisabeta Marai Clifton D Fuller Abdallah SR Mohamed | 2021/7/7 |
Optimal policy determination in sequential systemic and locoregional therapy of oropharyngeal squamous carcinomas: A patient-physician digital twin dyad with deep Q-learning … | medRxiv | Elisa Tardini Xinhua Zhang Guadalupe Canahuate Andrew Wentzel Abdallah SR Mohamed | 2021/4/10 |
Identifying Symptom Clusters Through Association Rule Mining | Mikayla Biggs Carla Floricel Lisanne Van Dijk Abdallah SR Mohamed C David Fuller | 2021 | |
THALIS: Human-machine analysis of longitudinal symptoms in cancer therapy | IEEE Transactions on Visualization and Computer Graphics | Carla Floricel Nafiul Nipu Mikayla Biggs Andrew Wentzel Guadalupe Canahuate | 2021/9/30 |
Explainable spatial clustering: Leveraging spatial data in radiation oncology | Andrew Wentzel Guadalupe Canahuate Lisanne V Van Dijk Abdallah SR Mohamed C David Fuller | 2020/10/25 | |
Precision toxicity correlates of tumor spatial proximity to organs at risk in cancer patients receiving intensity-modulated radiotherapy | Radiotherapy and oncology | Andrew Wentzel Peter Hanula Lisanne V van Dijk Baher Elgohari Abdallah SR Mohamed | 2020/7/1 |
High-dimensional similarity searches using query driven dynamic quantization and distributed indexing | Distributed and parallel databases | Gheorghi Guzun Guadalupe Canahuate | 2020/6 |
Clustering of largely right-censored oropharyngeal head and neck cancer patients for discriminative groupings to improve outcome prediction | Scientific reports | Joel Tosado Luka Zdilar Hesham Elhalawani Baher Elgohari David M Vock | 2020/3/2 |
