Cited by

MIMIC-IV-Note: Deidentified free-text clinical notes (v2.2)

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

• Agentic artificial intelligence for code status extraction from clinical notes: a cross-model comparison of single agent, reflective agent, and multiagent extractor-reviewer system
  Yan Sun, Gary Ang, Chun Wei Yap et al. Journal of the American Medical Informatics Association, 2026.
• Observability of Fifth Universal Definition of Myocardial Infarction components in linked electronic health records: a retrospective MIMIC-IV study
  Hongwei Tan, Zheng Liu, Zhixin Li et al. Research Square, 2026.
• Skill-guided agentic reasoning enables longitudinal synthesis of myeloma records at expert-level concordance
  Johannes Moll, Jannik Lübberstedt, Christoph Nuernbergk et al. npj Precision Oncology, 2026.
• Dynamic Risk Stratification for Short-Term Deterioration After Acute Stroke: Incremental Value of Radiology-Report-Derived Neuroimaging Phenotypes Beyond Dynamic ICU States — a retrospective cohort study with temporal validation
  Ping LEI, Yanyi Xu, Yuxia Zhang et al. medRxiv, 2026.
• Deriving a Deployment Threshold for Benefit and Harm in Clinical AI: Multi-Institutional Decision-Analytic Modeling Study
  Yngve Mikkelsen. JMIR AI, 2026.
• Can large language models extract travel history from clinical text? A multi-annotator benchmark study
  Praveenkumar Kanithi, Alyssa Pradhan, Haochen Cui et al. medRxiv, 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.
• Do Clinical Notes Improve ICU Mortality Prediction? A Controlled Comparison of Structured and Multimodal EHR Fusion Strategies
  Ashish Katyal. Research Square, 2026.
• Optical compression of multimodal clinical data into a unified visual memory for generative trajectory forecasting
  Zongheng Guo, Bo Jin, Zhi Han et al. medRxiv, 2026.
• CPT/HCPCS Code Recommendation from Clinical Notes: A Comparative Evaluation of AI Methods
  Qingyuan Song, Congning Ni, Weixin Liu et al. medRxiv, 2026.
• OncoRAG: graph-based retrieval enabling clinical phenotyping from oncology notes using local mid-size language models
  Patrick Salome, Maximilian Knoll, David Walz et al. npj Digital Medicine, 2026.
• InstructDS: An Instruction-Tuned language model with smoothed contrastive confidence decoding for generating patient discharge instructions
  Muneerah Q. Alqahtani, Manal Abumelha. Journal of King Saud University - Computer and Information Sciences, 2026.
• A Federated Multimodal Framework for Sepsis Mortality Prediction in Intensive Care Units
  Shatha Al-duhayan, Abdenour Soubih, Firuz Juraev et al. Lecture notes in networks and systems, 2026.
• Cross-Site Stability of Embedding Model Rankings for Known-Item Retrieval From Clinical Notes: A Two-Corpus Comparative Evaluation Study (Preprint)
  Yngve Mikkelsen. JMIR AI, 2026.
• Real-World Performance of the 2026 AHA/ACC Pulmonary Embolism Framework in a Multi-System CTPA Cohort
  Mahmoud I Alwakeel, Suraj Zaveri, Emory Buck et al. medRxiv, 2026.
• Preventing Content Leakage in LLM-Based Medical RAG: Structure-Only Retrieval for Faithful Clinical Summarization
  Aleka Melese Ayalew, Tapio Seppänen, Mourad Oussalah. ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR), 2026.
• An Explainable Multimodal AI Framework with Reinforcement Learning for Post-Surgical Clinical Decision Support
  Mostak Ahmed, Faisal Ahmed, Shirajum Munira Mow et al. medRxiv, 2026.
• A locally deployable agentic framework for clinical data deidentification
  Anja Hirsch, Foo Wei Ten, Kyle Steven Krueger et al. medRxiv, 2026.
• UniRiskP: Multimodal fusion-based in-hospital mortality prediction and phenotyping
  Xingjian Zhang, Na Li, Chunyan Tang et al. Journal of King Saud University - Computer and Information Sciences, 2026.
• Baseline Corpus Construction and Proof-of-concept Experiments for AI/ML-Enabled Syndromic Surveillance
  Lauren M Diaz, Chenyi Ling, Monique E. Beaudoin. Military Medicine, 2026.
• A multi-metric evaluation of readability in psychiatric discharge summaries
  F. Li, Casey Overby Taylor, Ayah Zirikly. BioData Mining, 2026.
• An agentic system for rare disease diagnosis with traceable reasoning
  Weike Zhao, Chaoyi Wu, Yanjie Fan et al. Nature, 2026.
• Understanding Clinical Reasoning Variability in Medical Large Language Models: A Mechanistic Interpretability Study
  Mirage Modi, Jordan Edward Krull, Donte Johnson et al. medRxiv, 2026.
• Handling Missing Modalities in Multimodal Federated Learning for Healthcare Data Analytics
  Vichayuth Ngamsittipong, Jakkaphat Jumratboonsom, Thannatorn Thongsuk et al. Communications in computer and information science, 2026.
• MedicalBench: Evaluating Large Language Models Towards Improved Medical Concept Extraction
  Zhichao Yang, Gregory D. Lyng, Sanjit Singh Batra et al. SSRN Electronic Journal, 2026.
• MIMIC-RxBench: Benchmarking Large Language Models for Prescription Error Classification
  Shuanglin Zu, Yanhong Li, Yibing Zhan et al. Lecture notes in computer science, 2026.
• Diagnostic and interpretive gains from reasoning over conclusions with a large reasoning model in radiology
  Ruixin Wang, Jinghang Wang, Yisong Wang et al. npj Digital Medicine, 2025.
• Hippocrates-o1 : A Guideline-Aware, Orchestrated, Self-Refining Protocol for Specialty-Specific Clinical Reasoning
  Benlu Wang, Elizabeth Schaefer, Nicole G. Aguirre et al. medRxiv, 2025.
• Membership Inference Attack Vulnerabilities of Record Linkage Models
  Piyumi Seneviratne, Dinusha Vatsalan, Mohamed Ali Kâafar. ACM International Conference on Information and Knowledge Management (CIKM), 2025.
• A Holistic Time-Aware Classification Model for Multimodal Longitudinal Patient Data
  Tobias Susetzky, Huaqi Qiu, Rickmer Braren et al. Lecture notes in computer science, 2025.
• Reviewing clinical knowledge in medical large language models: Training and beyond
  Q.Y. Li, Haijiang Liu, Caicai Guo et al. Knowledge-Based Systems, 2025.
• Identification of hypertrophic cardiomyopathy on electrocardiographic images with deep learning
  Veer Sangha, Lovedeep Singh Dhingra, Arya Aminorroaya et al. Nature Cardiovascular Research, 2025.
• SNOMED CT entity linking challenge
  Rory Davidson, Will Hardman, Guy Amit et al. Journal of the American Medical Informatics Association, 2025.
• Synthetic4Health: generating annotated synthetic clinical letters
  Libo Ren, Samuel Belkadi, Lifeng Han et al. Frontiers in Digital Health, 2025.
• The DRAGON benchmark for clinical NLP
  Joeran S. Bosma, Koen Dercksen, Luc Builtjes et al. npj Digital Medicine, 2025.
• Evaluating large language model workflows in clinical decision support for triage and referral and diagnosis
  Farieda Gaber, Maqsood Shaik, Fabio Allega et al. npj Digital Medicine, 2025.
• OmniNet: an expandable causal inference network for multiple modalities
  Yinuo Zhou, Georgios Leontidis, Mingjun Zhong. Neural Computing and Applications, 2025.
• Clinical Text Summarization using NLP Pretrained Language Models: A Case Study of MIMIC-IV-Notes
  Oluwatomisin Arokodare, Hayden Wimmer, Jie Du. Journal of Information Systems Applied Research and Analytics, 2025.
• Sentiment Analysis on Medical Discharge Summaries
  Sulaxan Jadhav, Bahubali K. Shiragapur, Richa Purohit. Lecture notes in electrical engineering, 2025.
• Robust multi-modal fusion architecture for medical data with knowledge distillation
  Muyu Wang, Shiyu Fan, Yichen Li et al. Computer Methods and Programs in Biomedicine, 2024.
• A dataset and benchmark for hospital course summarization with adapted large language models
  Asad Aali, Dave Van Veen, Yamin Arefeen et al. Journal of the American Medical Informatics Association, 2024.
• Racial, ethnic, and sex bias in large language model opioid recommendations for pain management
  Cameron C. Young, Elizabeth J. Enichen, Arya S Rao et al. Pain, 2024.
• Enhancing emergency department charting: Using Generative Pre‐trained Transformer ‐4 ( GPT ‐4) to identify laceration repairs
  Jaskaran Bains, Christopher Y. K. Williams, Drake G. Johnson et al. Academic Emergency Medicine, 2024.
• Deep neural networks detect regional wall motion abnormalities and preclinical cardiovascular disease from 12-lead ECGs
  Tanner Carbonati, Parastou Eslami, Jonathan W. Waks et al. medRxiv, 2024.
• A Unified Review of Deep Learning for Automated Medical Coding
  Shaoxiong Ji, Xiaobo Li, Wei Sun et al. ACM Computing Surveys, 2024.
• Automated Compliance Analysis on Clinical Notes to Improve Cancer Lifestyle Management
  Yujia Hou, Javed Mostafa. Lecture notes in computer science, 2024.
• Introduction to Natural Language Processing of Clinical Text
  Dina Demner Fushman, Hua Xu. Cognitive informatics in biomedicine and healthcare, 2024.
• MuST: Multimodal Spatiotemporal Graph-Transformer for Hospital Readmission Prediction
  Yan Miao, Lequan Yu. Lecture notes in computer science, 2023.

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