Guadalupe Canahuate

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 27

Top Topics

Dimensional Data

Cancer Patients

Dimensionality Reduction

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Andrew Wentzel, Serageldin Attia, Xinhua Zhang, Guadalupe Canahuate, Clifton David Fuller, G. Elisabeta Marai
DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer. CoRR (2024)
Carla Floricel, Andrew Wentzel, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, Guadalupe Canahuate, G. Elisabeta Marai
Roses Have Thorns: Understanding the Downside of Oncological Care Delivery Through Visual Analytics and Sequential Rule Mining. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Eric Ababio Anyimadu, Clifton David Fuller, Xinhua Zhang, G. Elisabeta Marai, Guadalupe Canahuate
Collaborative Filtering for the Imputation of Patient Reported Outcomes. DEXA (1) (2024)
Mikayla Biggs, Yaohua Wang, Neetu Soni, Sarv Priya, Girish Bathla, Guadalupe Canahuate
Evaluating Autoencoders for Dimensionality Reduction of MRI-derived Radiomics and Classification of Malignant Brain Tumors. SSDBM (2023)
Andrew Wentzel, Carla Floricel, Guadalupe Canahuate, Mohamed A. Naser, Abdallah S. Mohamed, Clifton D. Fuller, Lisanne van Dijk, G. Elisabeta Marai
DASS Good: Explainable Data Mining of Spatial Cohort Data. Comput. Graph. Forum 42 (3) (2023)
Andrew Wentzel, Carla Floricel, Guadalupe Canahuate, Mohamed A. Naser, Abdallah S. Mohamed, Clifton David Fuller, Lisanne van Dijk, G. Elisabeta Marai
DASS Good: Explainable Data Mining of Spatial Cohort Data. CoRR (2023)
Yaohua Wang, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Mohamed A. Naser, Clifton David Fuller, Xinhua Zhang, G. Elisabeta Marai, Guadalupe Canahuate
Improving Prediction of Late Symptoms using LSTM and Patient-reported Outcomes for Head and Neck Cancer Patients. ICHI (2023)
Carla Floricel, Andrew Wentzel, Abdallah S. Mohamed, Clifton David Fuller, Guadalupe Canahuate, G. Elisabeta Marai
Roses Have Thorns: Understanding the Downside of Oncological Care Delivery Through Visual Analytics and Sequential Rule Mining. CoRR (2023)
Sanjana Srabanti, Michael Tran, Virginie Achim, Clifton D. Fuller, Guadalupe Canahuate, Fabio Miranda, G. Elisabeta Marai
A Tale of Two Centers: Visual Exploration of Health Disparities in Cancer Care. PacificVis (2022)
Carla Floricel, Nafiul Nipu, Mikayla Biggs, Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai
THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Michael C. Rendleman, Brian J. Smith, Guadalupe Canahuate, Terry A. Braun, John M. Buatti, Thomas L. Casavant
Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation. Stat. Comput. 32 (6) (2022)
Mikayla Biggs, Carla Floricel, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai, Xinhua Zhang, Guadalupe Canahuate
Identifying Symptom Clusters Through Association Rule Mining. AIME (2021)
Carla Floricel, Nafiul Nipu, Mikayla Biggs, Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai
THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy. CoRR (2021)
Yaohua Wang, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, Xinhua Zhang, Georgeta Elisabeta Marai
Predicting late symptoms of head and neck cancer treatment using LSTM and patient reported outcomes. IDEAS (2021)
Timothy Luciani, Andrew Wentzel, Baher Elgohari, Hesham Elhalawani, Abdallah Sherif Radwan Mohamed, Guadalupe Canahuate, David M. Vock, Clifton D. Fuller, G. Elisabeta Marai
A spatial neighborhood methodology for computing and analyzing lymph node carcinoma similarity in precision medicine. J. Biomed. Informatics X 5 (2020)
Gheorghi Guzun, Guadalupe Canahuate
High-dimensional similarity searches using query driven dynamic quantization and distributed indexing. Distributed Parallel Databases 38 (2) (2020)
Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai
Explainable Spatial Clustering: Leveraging Spatial Data in Radiation Oncology. IEEE VIS (Short Papers) (2020)
Andrew Wentzel, Peter Hanula, Timothy Luciani, Baher Elgohari, Hesham Elhalawani, Guadalupe Canahuate, David M. Vock, Clifton D. Fuller, G. Elisabeta Marai
Cohort-based T-SSIM Visual Computing for Radiation Therapy Prediction and Exploration. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Andrew Wentzel, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai
Explainable Spatial Clustering: Leveraging Spatial Data in Radiation Oncology. CoRR (2020)
G. Elisabeta Marai, Chihua Ma, Andrew Thomas Burks, Filippo Pellolio, Guadalupe Canahuate, David M. Vock, Abdallah Sherif Radwan Mohamed, Clifton David Fuller
Precision Risk Analysis of Cancer Therapy with Interactive Nomograms and Survival Plots. IEEE Trans. Vis. Comput. Graph. 25 (4) (2019)
Gheorghi Guzun, Guadalupe Canahuate
Distributed query-aware quantization for high-dimensional similarity searches. EDBT (2018)
Gheorghi Guzun, Guadalupe Canahuate
Supporting Dynamic Quantization for High-Dimensional Data Analytics. ExploreDB@SIGMOD/PODS (2017)
Gheorghi Guzun, Josiah C. McClurg, Guadalupe Canahuate, Raghuraman Mudumbai
Power efficient big data analytics algorithms through low-level operations. IEEE BigData (2016)
Gheorghi Guzun, Guadalupe Canahuate
Performance evaluation of word-aligned compression methods for bitmap indices. Knowl. Inf. Syst. 48 (2) (2016)
Gheorghi Guzun, Guadalupe Canahuate
Hybrid query optimization for hard-to-compress bit-vectors. VLDB J. 25 (3) (2016)
Gheorghi Guzun, Guadalupe Canahuate, David Chiu
A Two-Phase MapReduce Algorithm for Scalable Preference Queries over High-Dimensional Data. IDEAS (2016)
Joel E. Tosado, Gheorghi Guzun, Guadalupe Canahuate, Ricardo Mantilla
On-demand aggregation of gridded data over user-specified spatio-temporal domains. SIGSPATIAL/GIS (2016)
Ben McCamish, Xinghui Zhao, David Chiu, Jason Sawin, Guadalupe Canahuate
Evaluating work distribution patterns for parallel bitmap compression over SMPs. SPLASH (Companion Volume) (2015)
Gheorghi Guzun, Joel E. Tosado, Guadalupe Canahuate
Scalable preference queries for high-dimensional data using map-reduce. IEEE BigData (2015)
Ryan Slechta, Jason Sawin, Ben McCamish, David Chiu, Guadalupe Canahuate
Optimizing query execution for variable-aligned length compression of bitmap indices. IDEAS (2014)
Gheorghi Guzun, Joel E. Tosado, Guadalupe Canahuate
Slicing the Dimensionality: Top-k Query Processing for High-Dimensional Spaces. Trans. Large Scale Data Knowl. Centered Syst. 14 (2014)
Gheorghi Guzun, Guadalupe Canahuate, David Chiu, Jason Sawin
A tunable compression framework for bitmap indices. ICDE (2014)
Fredton Doan, David Chiu, Brasil Perez Lukes, Jason Sawin, Gheorghi Guzun, Guadalupe Canahuate
Dynamic bitmap index recompression through workload-based optimizations. IDEAS (2013)
Nilgun Ferhatosmanoglu, Theodore T. Allen, Guadalupe Canahuate
Vector space search engines that maximise expected user utility. Int. J. Math. Oper. Res. 1 (3) (2009)
Guadalupe Canahuate, Tan Apaydin, Ahmet Sacan, Hakan Ferhatosmanoglu
Secondary bitmap indexes with vertical and horizontal partitioning. EDBT (2009)
Tan Apaydin, Hakan Ferhatosmanoglu, Guadalupe Canahuate, Ali Saman Tosun
Dynamic data organization for bitmap indices. Infoscale (2008)
Michael Gibas, Guadalupe Canahuate, Hakan Ferhatosmanoglu
Online Index Recommendations for High-Dimensional Databases Using Query Workloads. IEEE Trans. Knowl. Data Eng. 20 (2) (2008)
Guadalupe Canahuate, Michael Gibas, Hakan Ferhatosmanoglu
Update Conscious Bitmap Indices. SSDBM (2007)
Guadalupe Canahuate, Michael Gibas, Hakan Ferhatosmanoglu
Indexing Incomplete Databases. EDBT (2006)
Tan Apaydin, Guadalupe Canahuate, Hakan Ferhatosmanoglu, Ali Saman Tosun
Approximate Encoding for Direct Access and Query Processing over Compressed Bitmaps. VLDB (2006)
Hakan Ferhatosmanoglu, Ali Saman Tosun, Guadalupe Canahuate, Aravind Ramachandran
Efficient parallel processing of range queries through replicated declustering. Distributed Parallel Databases 20 (2) (2006)