Joyce Ho

Most-cited papers

Using context-aware computing to reduce the perceived burden of interruptions from mobile devices
Joyce Ho, S. Intille
2005International Conference on Human Factors in Computing Systems426 citations
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Marble: high-throughput phenotyping from electronic health records via sparse nonnegative tensor factorization
Joyce Ho, Joydeep Ghosh, Ji-Meng Sun
2014Knowledge Discovery and Data Mining240 citations
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Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction
Bonggun Shin, Sungsoo Park, Keunsoo Kang, Joyce Ho
2019Machine Learning in Health Care174 citations
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Limestone: High-throughput candidate phenotype generation via tensor factorization
Joyce Ho, Joydeep Ghosh, S. Steinhubl, W. Stewart +3 more
2014Journal of Biomedical Informatics164 citations Open access
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A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
Hejie Cui, Jiaying Lu, Ran Xu, Shiyu Wang +13 more
2023Journal of Biomedical Informatics75 citations Open access
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Tackling Overfitting in Boosting for Noisy Healthcare Data
Yubin Park, Joyce Ho
2021IEEE Transactions on Knowledge and Data Engineering59 citations
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SMAT: An attention-based deep learning solution to the automation of schema matching
Jing Zhang, Bonggun Shin, Jinho D. Choi, Joyce Ho
2021Symposium on Advances in Databases and Information Systems56 citations Open access
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Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis
Jing Ma, Qiuchen Zhang, Jian Lou, Joyce Ho +2 more
2019International Conference on Information and Knowledge Management55 citations Open access
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COPA: Constrained PARAFAC2 for Sparse & Large Datasets
Ardavan Afshar, Ioakeim Perros, E. Papalexakis, Elizabeth Searles +2 more
2018International Conference on Information and Knowledge Management48 citations Open access
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MedDiff: Generating Electronic Health Records using Accelerated Denoising Diffusion Model
Huan He, Shifan Zhao, Yuanzhe Xi, Joyce Ho
2023arXiv.org45 citations Open access
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Septic Shock Prediction for Patients with Missing Data
Joyce Ho, Cheng H. Lee, Joydeep Ghosh
2014TMIS42 citations
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Hypergraph Transformers for EHR-based Clinical Predictions.
Ran Xu, M. K. Ali, Joyce Ho, Carl Yang
2023AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science39 citations
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Improving length of stay prediction using a hidden Markov model.
Mani Sotoodeh, Joyce Ho
2019AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science39 citations
Semantic Scholar
TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records
Ardavan Afshar, Ioakeim Perros, Haesun Park, C. Defilippi +4 more
2019ACM Conference on Health, Inference, and Learning39 citations Open access
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Communication Efficient Federated Generalized Tensor Factorization for Collaborative Health Data Analytics
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong +1 more
2021The Web Conference35 citations Open access
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LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values
Kejing Yin, Ardavan Afshar, Joyce Ho, W. Cheung +2 more
2020Knowledge Discovery and Data Mining32 citations Open access
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Neighborhood-Regularized Self-Training for Learning with Few Labels
Ran Xu, Yue Yu, Hejie Cui, Xuan Kan +4 more
2023AAAI Conference on Artificial Intelligence30 citations Open access
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CP-ORTHO: An Orthogonal Tensor Factorization Framework for Spatio-Temporal Data
Ardavan Afshar, Joyce Ho, B. Dilkina, Ioakeim Perros +3 more
2017SIGSPATIAL/GIS30 citations
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Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping
Jette Henderson, Joyce Ho, A. Kho, J. Denny +3 more
2017IEEE International Conference on Healthcare Informatics29 citations
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Imputation-Enhanced Prediction of Septic Shock in ICU Patients
Joyce Ho, Cheng H. Lee, Joydeep Ghosh
201229 citations
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Proceedings of the 2017 ACM on Conference on Information and Knowledge Management
Ee-Peng Lim, M. Winslett, M. Sanderson, A. Fu +11 more
2017International Conference on Information and Knowledge Management28 citations
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A dynamic mobility tracking policy for wireless personal communications networks
Joyce Ho, I. Akyildiz
1995Proceedings of GLOBECOM '9526 citations
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Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training
Ran Xu, Yue Yu, Joyce Ho, Carl Yang
2023Annual International ACM SIGIR Conference on Research and Development in Information Retrieval25 citations Open access
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Phenotyping through Semi-Supervised Tensor Factorization (PSST)
Jette Henderson, Huan He, B. Malin, J. Denny +3 more
2018American Medical Informatics Association Annual Symposium23 citations
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Predictors of progression through the cascade of care to a cure for hepatitis C patients using decision trees and random forests
Jasmine Y. Nakayama, Joyce Ho, E. Cartwright, R. Simpson +1 more
2021Comput. Biol. Medicine21 citations Open access
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Distributed Tensor Decomposition for Large Scale Health Analytics
Huan He, Jette Henderson, Joyce Ho
2019The Web Conference21 citations Open access
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Phenotyping using Structured Collective Matrix Factorization of Multi--source EHR Data
Suriya Gunasekar, Joyce Ho, Joydeep Ghosh, S. Kreml +4 more
201616 citations
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Interruptions : using activity transitions to trigger proactive messages
Joyce Ho
200416 citations
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CaliForest: Calibrated Random Forest for Health Data
Yubin Park, Joyce Ho
2020ACM Conference on Health, Inference, and Learning15 citations Open access
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Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media
Payam Karisani, Joyce Ho, Eugene Agichtein
2020The Web Conference15 citations Open access
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NamedKeys: Unsupervised Keyphrase Extraction for Biomedical Documents
Zelalem Gero, Joyce Ho
2019ACM International Conference on Bioinformatics, Computational Biology and Biomedicine15 citations
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Extracting Phenotypes from Patient Claim Records Using Nonnegative Tensor Factorization
Joyce Ho, Joydeep Ghosh, Ji-Meng Sun
2014Brain Informatics and Health15 citations
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Making sense of abbreviations in nursing notes: A case study on mortality prediction.
Jasmine Y. Nakayama, V. Hertzberg, Joyce Ho
2019AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science12 citations
Semantic Scholar
PheKnow–Cloud: A Tool for Evaluating High-Throughput Phenotype Candidates using Online Medical Literature
Jette Henderson, Ryan Bridges, Joyce Ho, Byron C. Wallace +1 more
2017Summit on Clinical Research Informatics11 citations
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Proceedings of the Sixth Social Media Mining for Health (#SMM4H) Workshop and Shared Task
M. Ali, Karen, Elena Davy, Juan Abeed +496 more
202110 citations Open access
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Pressure Ulcer Injury in Unstructured Clinical Notes: Detection and Interpretation
Mani Sotoodeh, Zelalem Gero, Wenhui Zhang, Roy L. Simpson +2 more
2020American Medical Informatics Association Annual Symposium10 citations
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A Comprehensive and Improved Definition for Hospital-Acquired Pressure Injury Classification Based on Electronic Health Records: Comparative Study
Mani Sotoodeh, Wenhui Zhang, Roy L. Simpson, V. Hertzberg +1 more
2022JMIR Medical Informatics9 citations Open access
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Privacy-preserving Sequential Pattern Mining in distributed EHRs for Predicting Cardiovascular Disease.
Eric W. Lee, Li Xiong, V. Hertzberg, R. Simpson +1 more
2021AMIA ... Annual Symposium proceedings. AMIA Symposium9 citations
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Diabetes and hypertension among South Asians in New York and Atlanta leveraging hospital electronic health records
Jeannette M. Beasley, Joyce Ho, Sarah Conderino, L. Thorpe +4 more
2021Diabetology & Metabolic Syndrome9 citations Open access
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Evaluation of available risk scores to predict multiple cardiovascular complications for patients with type 2 diabetes mellitus using electronic health records
Joyce Ho, Lisa R. Staimez, K. Narayan, L. Ohno-Machado +2 more
2022Computer Methods and Programs in Biomedicine Update8 citations Open access
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Word centrality constrained representation for keyphrase extraction
Zelalem Gero, Joyce Ho
2021Workshop on Biomedical Natural Language Processing8 citations Open access
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MMiDaS-AE: Multi-modal Missing Data aware Stacked Autoencoder for Biomedical Abstract Screening
E. Lee, Byron C. Wallace, K. Galaviz, Joyce Ho
2020ACM Conference on Health, Inference, and Learning8 citations Open access
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DYNACARE: Dynamic Cardiac Arrest Risk Estimation
Joyce Ho, Yubin Park, Carlos M. Carvalho, Joydeep Ghosh
2013International Conference on Artificial Intelligence and Statistics8 citations
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Spatio-Temporal Tensor Sketching via Adaptive Sampling
Jing Ma, Qiuchen Zhang, Joyce Ho, Li Xiong
2020ECML/PKDD7 citations Open access
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Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning
Joyce Ho, Yubin Park
2017Annual International Conference of the IEEE Engineering in Medicine and Biology Society7 citations
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PubMed Author-assigned Keyword Extraction (PubMedAKE) Benchmark
Jiasheng Sheng, Zelalem Gero, Joyce Ho
2022International Conference on Information and Knowledge Management6 citations Open access
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Uncertainty-based Self-training for Biomedical Keyphrase Extraction
Zelalem Gero, Joyce Ho
20212021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)6 citations Open access
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Communication Efficient Tensor Factorization for Decentralized Healthcare Networks
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong +2 more
2021Industrial Conference on Data Mining5 citations Open access
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Phenotype Instance Verification and Evaluation Tool (PIVET): A Scaled Phenotype Evidence Generation Framework Using Web-Based Medical Literature
Jette Henderson, Junyuan Ke, Joyce Ho, Joydeep Ghosh +1 more
2018Journal of Medical Internet Research5 citations Open access
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PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques
Yubin Park, Joyce Ho
2018arXiv.org5 citations
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