Cited by

MIMIC-IV-ED (v2.2)

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93 publications cite any version of this project, newest first.

• Age Differences in the Discrimination and Level‐Specific Risk of Emergency Severity Index Triage for Critical Outcomes in the Oldest‐Old
  Hoang Le Huy Nguyen. Geriatrics and gerontology international/Geriatrics & gerontology international, 2026.
• Cost-based variable selection for prediction models
  Lasai Barreñada, Andrew Vickers, Laure Wynants et al. arXiv (Cornell University), 2026.
• K-MIMIC and the next stage of multimodal critical care data
  Sangseok Lee. Korean Journal of Anesthesiology, 2026.
• MedJev: Evaluating Zero-Shot System-One Decision Making in Medicine
  Simon A. Lee, Jiahang Sha, Moonseong 정문성Jeong et al. arXiv (Cornell University), 2026.
• Sequential diagnosis with language models
  Harsha Nori, Mayank Daswani, Christopher Kelly et al. Science, 2026.
• Identical results, hidden data problems: running CMS's digital quality measures on real hospital data
  Sai Sharan Kasa. Research Square, 2026.
• Interpretable Multimodal AI for Urgency Prediction and Specialist Referral in Telemedicine
  Ayesha Shabbir. Journal of Computational and Experimental Science, 2026.
• Predicting pathogen-positive blood culture episodes at two hours using electronic health record data
  Radu C. Grovu, Hala Soomro, Nathan Gelinas et al. Scientific Reports, 2026.
• MIMIC-IV-Echo: An Echocardiography Dataset Integrated with the MIMIC-IV Ecosystem
  Brian J. Gow, Ahram Han, Nathaniel R. Greenbaum et al. Scientific Data, 2026.
• Sequence Composition in EHR Foundation Model Pretraining
  Joshua Placidi, Inigo Stibbe, Alfred John Balston et al. arXiv (Cornell University), 2026.
• Can LLMs Rank? A Tale of Triads and Triage
  Gaurab Pokharel, Shafkat Farabi, Patrick J. Fowler et al. Proceedings of the AAAI/ACM Conference on AI Ethics and Society, 2026.
• Hidden Data Challenges in Clinical Machine Learning
  Carolin Cissee, Dennis Fast, Raneen Younis et al. arXiv (Cornell University), 2026.
• Glargine-to-intravenous insulin dose ratio, rebound hyperglycemia and hypoglycemia after discontinuation of insulin infusion in critically ill adults: a retrospective cohort study
  Lujun Shao, Yue Li, Li Wang et al. medRxiv, 2026.
• MultiDiseasePred: An Interpretable Multi-Disease Risk Prediction Framework and Its Application for Early Risk Stratification in the Emergency Department
  Yanwei Jin, Ke Xu, Yinzhao Wang et al. Research Square, 2026.
• CXRMate-2: Structured multimodal temporal embeddings and tractable reinforcement learning for clinically acceptable chest X-ray radiology report generation
  Aaron Nicolson, Elizabeth J. Cooper, Hwan-Jin Yoon et al. Informatics in Medicine Unlocked, 2026.
• Quantify, Collect, and Correct: Evidence-Driven Multi-agent Framework for Critical Evidence Refinement in Emergency Rooms
  Haoyu Cao, Yueze Fu, Wenbo Gao et al. Lecture notes in computer science, 2026.
• Outcome-grounded effect of clinically stigmatizing information on large language model emergency triage prioritization
  Philip C. Jarrett, Peter Sangeyup Yun, Emmanuel C. Ohuabunwa et al. npj Digital Medicine, 2026.
• Reading the Whole Heart: Latent-Attention Masked Autoencoders for Multimodal Cardiac Representation Learning
  Andrea Agostini, Simon Jonas Böhi, Moritz Vandenhirtz et al. arXiv (Cornell University), 2026.
• Early strong anticholinergic initiation and 30-day mortality in older inpatients with dementia: a target trial emulation
  Jialong Liu, Haiyan Yuan. Research Square, 2026.
• Transportability of an artificial intelligence electrocardiography model for structural heart disease: external validation and recalibration of EchoNext-Mini in MIMIC-IV
  Emmanuel Otabor, Abdulraheem Hassan, Ayoyimika O Okunlola et al. European Heart Journal - Digital Health, 2026.
• ECG-based longitudinal risk prediction across diseases and organ systems
  yilong ye, Zhiwei Zeng, Xin Tian et al. medRxiv, 2026.
• Large Language Model Benchmarks in Medical Tasks
  Lawrence K.Q. Yan, Qian Niu, Ming Li et al. Medicine Advances, 2026.
• DBToken: A Database Tokenizer for Medical Event Foundation Models
  Ikgyu Shin, Kent A McCann, Giacomo B. Marino et al. medRxiv, 2026.
• Triage-Time Machine Learning for Computed Tomography Acquisition Prioritization in the Emergency Department
  Philip C. Jarrett, Paolo Eduardo de Aguiar Kuriki, Deborah Diercks et al. Academic Radiology, 2026.
• Assigned roles change how clinical AI agents allocate shared resources
  Alon Gorenshtein, Mahmud Omar, Yiftach Barash et al. medRxiv, 2026.
• ELICITED: EHR-grounded Longitudinal Interactive Conversations for Information-seeking Triage Evaluation and Decision-making
  Haohao Zhu, Xiaolin Shi, Jiayu Zhou. arXiv (Cornell University), 2026.
• CliniCARE-Bench: Clinical Calibrated Audit of Medical Reasoning in EHR
  Veronica Chatrath, Bryan Zhu, George Pu et al. arXiv (Cornell University), 2026.
• Continuous Value Tokenization Improves Medical Event Foundation Models
  Kent A McCann, Ikgyu Shin, Huan Li et al. medRxiv, 2026.
• SelPE: Progressive Selection for Private Structured Text Synthesis
  Xuancheng Zhu, Guoshun Nan, Han Zhang et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026.
• Acutelines: a Dutch emergency department-based data-biobank for multimodal, longitudinal acute care research
  Raymond J. van Wijk, Juan Miguel Lopez Alcaraz, Anna D. Schoonhoven et al. medRxiv, 2026.
• A unified multi-modal foundation model for end-to-end emergency care
  Zhenwei Huang, Yunfeng Xu, Zixuan Nie et al. npj Digital Medicine, 2026.
• Performance evaluation and benchmarking across 16 large language models on a comprehensive real-world emergency department triage data set
  Leo Benning, Anja Hirsch, Matthias Gröschel et al. Research Square, 2026.
• A locally deployable agentic framework for clinical data deidentification
  Anja Hirsch, Foo Wei Ten, Kyle Steven Krueger et al. medRxiv, 2026.
• Performance evaluation and benchmarking across 16 large language model configurations on a large real-world emergency department triage data set
  Leo Benning, Anja Hirsch, Matthias I. Gröschel et al. medRxiv, 2026.
• FairED: An Open Benchmarking Framework for Reproducible Evaluation of Algorithmic Fairness in Emergency Care Across Clinical Sites
  Xinnie Mai, Yunqian Liu, Yilin Ning et al. Research Square, 2026.
• Pre-admission polypharmacy burden and intensive care unit outcomes in patients with sepsis: A retrospective cohort study using the MIMIC-IV-ED linked database
  Farhana Haque, Mahmudul Hasan. medRxiv, 2026.
• Generating synthetic electronic health record data using agent-based models to evaluate machine learning robustness under mass casualty incidents
  Roben Delos Reyes, Daniel Capurro N, Nicholas Lewis Geard. arXiv (Cornell University), 2026.
• Electronic medical record-based causal network modeling for acute myocardial infarction diagnosis in the emergency department
  Bo-Yuan Li, Xue-Qi Li, Yu-Tong Jiang et al. iScience, 2026.
• Towards symbolic regression for interpretable clinical decision scores
  Guilherme Seidyo Imai Aldeia, Joseph D. Romano, Fabrício Olivetti de França et al. Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences, 2026.
• Machine Learning-Based Diabetes Classification Using Vital Signs and Clinical Information from the MIMIC-IV Dataset
  Huy Huynh, Thanh Minh Cao, Hai Tran. Scientific Journal of Computer Science, 2026.
• Context-Aware Emergency Department Triage Using Pairwise Comparisons and Bradley-Terry Aggregation
  Philip C. Jarrett, Jonathan E. Reeder, Samuel McDonald et al. medRxiv, 2026.
• Multimodal AI-based 28-day mortality prediction of pneumonia patients at ED discharge: a multicenter study
  Sunjin Hwang, Sejin Heo, Sungjun Hong et al. Scientific Reports, 2026.
• Analysis of Process Model Complexity Through Time-Window Activity Aggregation
  Antonella Madau, Gianfranco Semeraro, Chiara Verdone et al. Lecture notes in networks and systems, 2026.
• Artificial Intelligence and the Accuracy of Disease Diagnosis
  John Leddo. 2026.
• Auditor models to suppress poor artificial intelligence predictions can improve human-artificial intelligence collaborative performance
  Katherine Elizabeth Brown, Jesse O. Wrenn, Nicholas J. Jackson et al. Journal of the American Medical Informatics Association, 2026.
• Triage Discrimination: Myth or Reality?
  Justin Armanini, Fabio A. Stella. Communications in computer and information science, 2026.
• The future of algorithmic nondiscrimination compliance in the affordable care act
  William La Cava, Ivan Glenn Cohen, Jaya Aysola. npj Digital Medicine, 2025.
• Comparison of two electronic medical record-based frailty assessment tools and their association with adverse outcomes in older hospitalized patients with urgent admissions
  Benchuan Hao, Yongping Xu, Hui-Min Yang et al. International Journal of Emergency Medicine, 2025.
• Development of an emergency department risk score for in-hospital mortality in elderly patients with urinary tract infection
  Tzu‐Heng Cheng, Wei Lu, Chen‐Bin Chen et al. Journal of the Formosan Medical Association, 2025.
• Transforming Breast Cancer Recurrence Prevention: AI-Powered Causal Discovery of Sociocultural Factors from Clinical Notes (Preprint)
  Madhavi Pagare, Inyene E. Essien-Aleksi, Mohammad Arif Ul Alam. 2025.

Citation data from OpenAlex, updated weekly. Papers that use the project without citing it may be missing.