JH
Joyce C. Ho
cs.LGcs.AIcs.CLcs.IRElectronic Health Recordsstat.MLPressure UlcerTensor FactorizationComputational Phenotypingcs.SI
On Valency
published · living versionsW_q8kx4545·v1 · currentpublished
Preprints & journals
106 papers in the corpus · 2013–2026Correction: Impact of skin tone and cupping on erythema and thermal imaging measurements.42562862 · Jordan, Kathleen, John, Glory Tomi, Chung, Andrew et al.2026 · 0 citationsScientific reports. 2026;16(1)
How Fine-Grained Should a RAG Benchmark Be? A Hierarchical Framework for Synthetic Question Generation2606.12789v1 · Chase M. Fensore, Kaustubh Dhole, Jason Fan et al.2026 · 0 citationsarXiv
Deep Longitudinal Clusters of Type 2 Diabetes Pathophysiology and their Risk of Cardiovascular Disease Events and All-Cause Mortality10.64898/2026.06.01.26354645v1 · Varghese, J. S., Guo, J., Hua, D. et al.2026 · 0 citationsmedRxiv
Impact of Imaging Protocols on Thermal Detection of Pressure Injuries: Threshold versus Deep Learning Across Skin Tones.42238404 · Asare-Baiden, Miriam, Sonenblum, Sharon Eve, Jordan, Kathleen et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Correction: Impact of skin tone, environmental, and technical factors on thermal imaging.42172194 · Sonenblum, Sharon Eve, Jordan, Kathleen, John, Glory Tomi et al.2026 · 0 citationsPloS one. 2026;21(5):e0349788
Beyond Composite Indices: Comprehensive Social Determinants Improve Heart Failure Readmission Prediction.41902736 · Fensore, Chase, Deshpande, Aniruddha, Carrillo-Larco, Rodrigo M et al.2026 · 1 citationJournal of the American Heart Association. 2026;15(7):e043735
Reasoning Traces Shape Outputs but Models Won't Say So2603.20620v1 · Yijie Hao, Lingjie Chen, Ali Emami et al.2026 · 1 citationarXiv
Subtypes of newly diagnosed type 2 diabetes and risk of complications: analysis of electronic health records in the USA.41723302 · Li, Zhongyu, Liu, Star, Ho, Joyce C et al.2026 · 5 citationsDiabetologia. 2026;69(6):1545-1556
Colormaps Matter: Evaluating Their Impact on CNN-Based Clinical Thermal Imaging.42807754 · Ng, Allison, Asare-Baiden, Miriam, Sonenblum, Sharon Eve et al.2026 · 0 citationsProceedings of machine learning research. 2026;340:1403-1431
Predicting Atrial Fibrillation Ablation Outcomes: Machine Learning Model Development and Validation Using a Large Administrative Claims Database.41474962 · Liu, Yijun, Oloko-Oba, Mustapha, Wood, Kathryn A et al.2025 · 2 citationsJMIR cardio. 2025;9:e77380
FusionDP: Foundation Model-Assisted Differentially Private Learning for Partially Sensitive Features2511.03806v1 · Linghui Zeng, Ruixuan Liu, Atiquer Rahman Sarkar et al.2025 · 0 citationsarXiv
Impact of Imaging Protocols on Convolutional Neural Network-Based Pressure Injury Detection.41282160 · Asare-Baiden, Miriam, Sonenblum, Sharon Eve, Jordan, Kathleen et al.2025 · 0 citationsResearch square. 2025
Retrieval-augmented GUI Agents with Generative Guidelines2509.24183v1 · Ran Xu, Kaixin Ma, Wenhao Yu et al.2025 · 4 citationsarXiv
AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play2509.24193v1 · Ran Xu, Yuchen Zhuang, Zihan Dong et al.2025 · 0 citationsarXiv
Impact of Skin Tone and Cupping on Erythema and Thermal Imaging Measurements.40951289 · Jordan, Kathleen, John, Glory Tomi, Chung, Andrew et al.2025 · 2 citationsResearch square. 2025
Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM.40775959 · Cui, Hejie, Fang, Xinyu, Xu, Ran et al.2025 · 12 citationsStudies in health technology and informatics. 2025;329:753-757
Does Domain-Specific Retrieval Augmented Generation Help LLMs Answer Consumer Health Questions?42281614 · Fensore, Chase M, Carrillo-Larco, Rodrigo M, Shah, Megha K et al.2026 · 0 citationsProceedings of machine learning research. 2025;298
A review on knowledge graphs for healthcare: Resources, applications, and promises.40712809 · Cui, Hejie, Lu, Jiaying, Xu, Ran et al.2025 · 57 citationsJournal of biomedical informatics. 2025;169:104861
A large language model analysis of global inequities in precision medicine research on diabetes.40618939 · Soniwala, Aamna, Kim, Sophia, Welkley, Jill et al.2025 · 1 citationAnnals of epidemiology. 2025;109:25-30
Evaluating Hybrid Retrieval Augmented Generation using Dynamic Test Sets: LiveRAG Challenge2506.22644v1 · Chase Fensore, Kaustubh Dhole, Joyce C Ho et al.2025 · 0 citationsarXiv
Unraveling Complex Temporal Patterns in EHRs via Robust Irregular Tensor Factorization.40502241 · Yifei, Ren, Zeng, Linghui, Lou, Jian et al.2026 · 0 citationsAMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2025;2025:451-460
LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction.40417470 · Cui, Hejie, Shen, Zhuocheng, Zhang, Jieyu et al.2025 · 10 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2024;2024:319-328
Beyond Random Splitting: Evaluating the Impact of Data Partitioning Strategies on Ventilator-Associated Pneumonia Prediction Using EHRs.41726395 · Asare-Baiden, Miriam, Zhang, Wenhui, Stover Hertzberg, Vicki et al.2026 · 0 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2024;2024:157-166
Impact of Skin Tone, Environmental, and Technical Factors on Thermal Imaging.40385435 · Sonenblum, Sharon Eve, Jordan, Kathleen, John, Glory Tomi et al.2025 · 10 citationsmedRxiv : the preprint server for health sciences. 2025
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration2504.04915v1 · Ran Xu, Wenqi Shi, Yuchen Zhuang et al.2025 · 2 citationsarXiv
Machine Learning-Based Identification of High-Risk Patterns in Atrial Fibrillation Ablation Outcomes.39649597 · Oloko-Oba, Mustapha, Liu, Yijun, Wood, Kathryn et al.2024 · 0 citationsmedRxiv : the preprint server for health sciences. 2024
Predicting Atrial Fibrillation Ablation Outcomes: A Machine Learning Approach Leveraging a Large Administrative Claims Database10.1101/2024.11.16.24317420v2 · Liu, Y., Oloko-Oba, M., Wood, K. et al.2024 · 0 citationsmedRxiv
Is thermography a viable solution for detecting pressure injuries in dark skin patients?2411.10627v1 · Miriam Asare-Baiden, Kathleen Jordan, Andrew Chung et al.2024 · 0 citationsarXiv
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records.40018366 · Shi, Wenqi, Xu, Ran, Zhuang, Yuchen et al.2026 · 54 citationsProceedings of the Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing. 2024;2024:22315-22339
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers.41766792 · Xu, Ran, Shi, Wenqi, Yu, Yue et al.2026 · 12 citationsProceedings of the Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing. 2024;2024:22234-22254
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains2410.17952v2 · Ran Xu, Hui Liu, Sreyashi Nag et al.2024 · 15 citationsNAACL 2025
A Feasibility Study of Thermography for Detecting Pressure Injuries Across Diverse Skin Tones.39484234 · Asare-Baiden, Miriam, Sonenblum, Sharon Eve, Jordan, Kathleen et al.2024 · 4 citationsmedRxiv : the preprint server for health sciences. 2024
Translating Subphenotypes of Newly Diagnosed Type 2 Diabetes from Cohort Studies to Electronic Health Records in the United States10.1101/2024.10.08.24315128v2 · Li, Z., Liu, S., Ho, J. C. et al.2024 · 1 citationmedRxiv
HypMix: Hyperbolic Representation Learning for Graphs with Mixed Hierarchical and Non-hierarchical Structures.40018085 · Lee, Eric W, Xiong, Bo, Yang, Carl et al.2025 · 1 citationProceedings of the ... ACM International Conference on Information & Knowledge Management. ACM International Conference on Information and Knowledge Management. 2024;2024:3852-3856
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data.40027494 · Zhang, Ziyang, Cui, Hejie, Xu, Ran et al.2025 · 7 citationsKDD : proceedings. International Conference on Knowledge Discovery & Data Mining. 2024;2024:6324-6334
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models.41766793 · Xu, Ran, Cui, Hejie, Yu, Yue et al.2026 · 24 citationsFindings of ACL. ACL. 2024;2024:15496-15523
Large Language Models for Integrating Social Determinant of Health Data: A Case Study on Heart Failure 30-Day Readmission Prediction2407.09688v1 · Chase Fensore, Rodrigo M. Carrillo-Larco, Shivani A. Patel et al.2024 · 0 citationsarXiv
Machine learning is more accurate and biased than risk scoring tools in the prediction of postoperative atrial fibrillation after cardiac surgery10.1101/2024.07.05.24310013v1 · Ho, J. C., Joshi, S., Valverde, E. et al.2024 · 0 citationsmedRxiv
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking.40018364 · Xie, Yuzhang, Lu, Jiaying, Ho, Joyce et al.2025 · 13 citationsInternational ACM SIGIR Conference on Research and Development in Information Retrieval. Annual International ACMSIGIR Conference on Research & Development in Information Retrieval. 2024;2024:2589-2593
From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR.40041452 · Xu, Ran, Lu, Yiwen, Liu, Chang et al.2025 · 1 citationProceedings of machine learning research. 2024;248:182-197
Evaluating Natural Language Processing Packages for Predicting Hospital-Acquired Pressure Injuries From Clinical Notes.37607706 · Gu, Siyi, Lee, Eric W, Zhang, Wenhui et al.2024 · 4 citationsComputers, informatics, nursing : CIN. 2024;42(3):184-192
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records2403.00815v3 · Ran Xu, Wenqi Shi, Yue Yu et al.2024 · 17 citationsACL 2024
LogicPrpBank: A Corpus for Logical Implication and Equivalence2402.09609v1 · Zhexiong Liu, Jing Zhang, Jiaying Lu et al.2024 · 0 citationsarXiv
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning for Computational Phenotyping.39624658 · Ren, Yifei, Lou, Jian, Xiong, Li et al.2025 · 2 citationsProceedings of machine learning research. 2023;225:498-511
An AdaBoost-based algorithm to detect hospital-acquired pressure injury in the presence of conflicting annotations.38016372 · Ho, Joyce C, Sotoodeh, Mani, Zhang, Wenhui et al.2024 · 15 citationsComputers in biology and medicine. 2024;168:107754
A Deep Reinforcement Learning Approach for Interactive Search with Sentence-level Feedback2310.03043v1 · Jianghong Zhou, Joyce C. Ho, Chen Lin et al.2023 · 0 citationsarXiv
Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training.38352126 · Xu, Ran, Yu, Yue, Ho, Joyce et al.2024 · 15 citationsInternational ACM SIGIR Conference on Research and Development in Information Retrieval. Annual International ACMSIGIR Conference on Research & Development in Information Retrieval. 2023;2023:2501-2505
Neighborhood-Regularized Self-Training for Learning with Few Labels.38333625 · Xu, Ran, Yu, Yue, Cui, Hejie et al.2024 · 15 citationsProceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence. 2023;37(9):10611-10619
Hypergraph Transformers for EHR-based Clinical Predictions.37350881 · Xu, Ran, Ali, Mohammed K, Ho, Joyce C et al.2024 · 13 citationsAMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2023;2023:582-591
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning2305.02691v3 · Eric W Lee, Joyce C Ho2023 · 1 citationarXiv
Career total: 144 works. 106 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.