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Author Details

Joyce C Ho
Emory University
2013
35
6
PMIDPaper TitleJournal TitlePublished Year
37607706Evaluating Natural Language Processing Packages for Predicting Hospital-Acquired Pressure Injuries From Clinical Notes.Comput Inform Nurs2024
36897716Hepatitis C care cascade in a large academic healthcare system, 2012 to 2018.Medicine (Baltimore)2023
37350881Hypergraph Transformers for EHR-based Clinical Predictions.AMIA Jt Summits Transl Sci Proc2023
37332899Evaluation of available risk scores to predict multiple cardiovascular complications for patients with type 2 diabetes mellitus using electronic health records.Comput Methods Programs Biomed Update2023
36649481A Comprehensive and Improved Definition for Hospital-Acquired Pressure Injury Classification Based on Electronic Health Records: Comparative Study.JMIR Med Inform2023
36382341PubMed Author-assigned Keyword Extraction (PubMedAKE) Benchmark.Proc ACM Int Conf Inf Knowl Manag2022
33975209Predictors of progression through the cascade of care to a cure for hepatitis C patients using decision trees and random forests.Comput Biol Med2021
35775029Uncertainty-based Self-training for Biomedical Keyphrase Extraction.IEEE EMBS Int Conf Biomed Health Inform2021
35748887Word centrality constrained representation for keyphrase extraction.Proc Conf2021
36382085Communication Efficient Tensor Factorization for Decentralized Healthcare Networks.Proc IEEE Int Conf Data Min2021
35079697CATAN: Chart-aware temporal attention network for adverse outcome prediction.IEEE Int Conf Healthc Inform2021
34922618Diabetes and hypertension among South Asians in New York and Atlanta leveraging hospital electronic health records.Diabetol Metab Syndr2021
34587637Examining the Concordance in the Documented Pressure Injury Site, Stage, and Count in Medical Information Mart for Intensive Care-III.Appl Clin Inform2021
34467367Communication Efficient Federated Generalized Tensor Factorization for Collaborative Health Data Analytics.Proc Int World Wide Web Conf2021
34608464SMAT: An attention-based deep learning solution to the automation of schema matching.Adv Databases Inf Syst2021
34604867GASP: Graph-based Approximate Sequential Pattern Mining for Electronic Health Records.Adv Databases Inf Syst2021
34457153Privacy-preserving Sequential Pattern Mining in distributed EHRs for Predicting Cardiovascular Disease.AMIA Jt Summits Transl Sci Proc2021
34109054LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values.KDD2020
33659966TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records.Proc ACM Conf Health Inference Learn (2020)2020
34308444MMiDaS-AE: Multi-modal Missing Data aware Stacked Autoencoder for Biomedical Abstract Screening.Proc ACM Conf Health Inference Learn (2020)2020
34308443CaliForest: Calibrated Random Forest for Health Data.Proc ACM Conf Health Inference Learn (2020)2020
31198618CP Tensor Decomposition with Cannot-Link Intermode Constraints.Proc SIAM Int Conf Data Min2019
31897355Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis.Proc ACM Int Conf Inf Knowl Manag2019
31258996Improving length of stay prediction using a hidden Markov model.AMIA Jt Summits Transl Sci Proc2019
31258980Making sense of abbreviations in nursing notes: A case study on mortality prediction.AMIA Jt Summits Transl Sci Proc2019
31258974FuzzyGap: Sequential Pattern Mining for Predicting Chronic Heart Failure in Clinical Pathways.AMIA Jt Summits Transl Sci Proc2019
31198910Distributed Tensor Decomposition for Large Scale Health Analytics.Proc Int World Wide Web Conf2019
29728351Phenotype Instance Verification and Evaluation Tool (PIVET): A Scaled Phenotype Evidence Generation Framework Using Web-Based Medical Literature.J Med Internet Res2018
32905548COPA: Constrained PARAFAC2 for Sparse & Large Datasets.Proc ACM Int Conf Inf Knowl Manag2018
30815097Phenotyping through Semi-Supervised Tensor Factorization (PSST).AMIA Annu Symp Proc2018
28815124PheKnow-Cloud: A Tool for Evaluating High-Throughput Phenotype Candidates using Online Medical Literature.AMIA Jt Summits Transl Sci Proc2017
29060688gamAID: Greedy CP tensor decomposition for supervised EHR-based disease trajectory differentiation.Annu Int Conf IEEE Eng Med Biol Soc2017
29060206Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning.Annu Int Conf IEEE Eng Med Biol Soc2017
25038555Limestone: high-throughput candidate phenotype generation via tensor factorization.J Biomed Inform2014
24110414Multivariate temporal symptomatic characterization of cardiac arrest.Annu Int Conf IEEE Eng Med Biol Soc2013
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Collaborators

Vicki S Hertzberg
1Emory University
Co-authored papers 9
Joydeep Ghosh
Tata Medical Center
Co-authored papers 7
Jette Henderson
Vanderbilt University.
Co-authored papers 6
Jimeng Sun
University of Illinois Urbana-Champaign.
Co-authored papers 5
Bradley A Malin
Vanderbilt University
Co-authored papers 3
Li Xiong
Emory University.
Co-authored papers 3
Joshua C Denny
Vanderbilt University
Co-authored papers 3
Walter F Stewart
Medcurio Inc.
Co-authored papers 2
Abel N Kho
Northwestern University Feinberg School of Medicine
Co-authored papers 2
Lisa R Staimez
Rollins School of Public Health, Emory University
Co-authored papers 1
Jian Lou
Emory University.
Co-authored papers 1
Xiaoqian Jiang
Carnegie Mellon University, The University of Texas Health Science Center at Houston, University of California San Diego
Co-authored papers 1
Huan He
Emory University
Co-authored papers 1
Xiaowei Yan
Center for Health System Research
Co-authored papers 1
Steven R Steinhubl
Scripps Research Translational Institute
Co-authored papers 1
Lucila Ohno-Machado
Co-authored papers 1
Christopher R deFilippi
Co-authored papers 1
Lucila Ohno-Machado
Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine
Co-authored papers 1
Lorna E Thorpe
NYU Grossman School of Medicine
Co-authored papers 1
Km Venkat Narayan
Rollins School of Public Health, Emory University
Co-authored papers 1
Roy L Simpson
Center for Data Science, Emory University
Co-authored papers 1
Qiuchen Zhang
Emory University.
Co-authored papers 1
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