Publications citing MIMIC-III Clinical Database v1.4

Cardiomonostack: A postoperative heart failure risk prediction model for total hip arthroplasty driven by ensemble learning
Junqi Cui, Eunice Ya Ping Lim, Chi Eung Danforn Lim. Technology and Health Care, 2026. Cites: dataset

A Cognitive, Quantum-Inspired Learning Framework for Energy-Efficient and Reliable Routing in Wireless Body Area Networks
Soufiane Ben Othman, Naima Saeed. Cognitive Computation, 2026. Cites: dataset

Validation-set-constrained three-path prediction-score fusion for in-hospital mortality at 24 hours after ICU admission: internal evaluation and a cross-database transportability stress test
Zijun Peng, Jian Ma. Research Square, 2026. Cites: dataset

Hierarchical LLM-Assisted Clinical Coding in ICD-10-CM: A Hybrid Prompting and Embedding Approach
Nuno Costa, Constantino Lopes Martins, Alberto Freitas. Lecture notes in networks and systems, 2026. Cites: dataset

Intelligent ERP framework for financial optimization in smart healthcare institutions
Sukumar Reddy Beereddy, Veena Thirumala Reddy Reddy, Milica Djurić Jovičić et al. Discover Artificial Intelligence, 2026. Cites: dataset

Bridging ECG and PPG: Latent-Space Prediction for Robust Physiological Analysis
Zhaoliang Chen, Saurabh Kataria, Minxiao Wang et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026. Cites: dataset

Deep Doubly Debiased Longitudinal Effect Estimation with ICE G-Computation
Wenxin Chen, Weishen Pan, Kyra Gan et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026. Cites: dataset

Towards A Novel Shapley-Based Framework for Data-Centric Cohort Refinement
Yueh Tang, Justin Z. Zhan. Lecture notes in computer science, 2026. Cites: dataset

Comparing Explanatory and Exploratory Explainable User Interfaces for AI-Supported Clinical Decision-Making: A Within-Subjects Study with Healthcare Professionals (Preprint)
Kent Fredriksdotter, Alejandro Kuratomi, Luis Quintero. JMIR Human Factors, 2026. Cites: dataset

Comparing Explanatory and Exploratory Explainable User Interfaces for AI-Supported Clinical Decision-Making: A Within-Subjects Study with Healthcare Professionals (Preprint)
Kent Fredriksdotter, Alejandro Kuratomi, Luis Quintero. 2026. Cites: dataset

Racial/Ethnic Disparities in Severity Scoring Systems for Sepsis Patients in Intensive Care Units in the USA: Insights from MIMIC-III, MIMIC-IV and eICU Databases
Peili Liu, Xiaoqi Li, Yanyan Zhao. Journal of Racial and Ethnic Health Disparities, 2026. Cites: dataset

Clinical sentiment analysis of ICU notes: a dataset and a comparison of lexicon and clinical language model methods
Shahad Nagoor, Lucy Hederman, Kevin Koidl et al. BMC Medical Informatics and Decision Making, 2026. Cites: dataset

MIMIC-III-Ext-PPG, a PPG-based Benchmark Dataset for Cardiovascular and Respiratory Signal Analysis
Mohammad Moulaeifard, Marie Kutscher, Philip J. Aston et al. Scientific Data, 2026. Cites: dataset

End-to-end pipeline for automated heart failure diagnosis with clinical notes using SNOMED-CT
Fu-Sung Kim-Benjamin Tang, Marlo Verket, Dirk Müller‐Wieland et al. Scientific Reports, 2026. Cites: dataset

Early risk stratification of acute kidney injury severity in patients with acute myocardial infarction and diabetes using machine learning
Liang Ruan, Yong Qiao, Xudong Li et al. Scientific Reports, 2026. Cites: dataset

PPG-AFNet: a lightweight and intelligible network for atrial fibrillation identification using photoplethysmography signals
Preeti P. Ghasad, Bhupendra Tiwari, Vipin Milind Kamble et al. Biomedical Engineering Letters, 2026. Cites: dataset

Real-time prediction of ventilator-associated pneumonia onset in ICU: development of a dynamic machine learning model
Simone Zappalá, Lucrezia Rovati, Francesca Alfieri et al. Journal of Anesthesia Analgesia and Critical Care, 2026. Cites: dataset

A deep learning-based early warning system for renal replacement therapy in the intensive care unit
Behrooz Mamandipoor, Julian McAuley, Martin Krause et al. Research Square, 2026. Cites: dataset

Comparison of Various Models for Predicting In-Hospital Mortality Using Mimic-III Database
Pham Thao Nhu Doan, Linh-Chi Nguyen, Thanh-Phuong Tran. Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2026. Cites: dataset

Evaluating Explainability Techniques for Machine Learning in Healthcare - A Human-Centered Approach Through Expert Interviews
Katja Mariko Wilde, Franco Rugolon. Communications in computer and information science, 2026. Cites: dataset

Explainable AI for Clinical Data from EHR Using SHAP and LLM-Based Knowledge
Prerna Jamloki, Christina Garcia, Haru Kaneko et al. Lecture notes in networks and systems, 2026. Cites: dataset

Introduction to Health Data Engineering
Janusz Wojtusiak. Springer handbooks, 2026. Cites: dataset

The Role of LLMs for Optimizing Clinical Insights in Text Summarization
Ayesha Camran, Afreen Khan. Lecture notes in networks and systems, 2026. Cites: dataset

Artificial intelligence-derived photoplethysmography age as a digital biomarker for cardiovascular health
Guangkun Nie, Qinghao Zhao, Gongzheng Tang et al. Communications Medicine, 2025. Cites: dataset

Beyond metrics to methods: a scoping review of transformers and large language models for detection of social drivers of health in clinical notes
Ahmed N. Farrag, Ahmed Soliman, Elham Hatef et al. Journal of the American Medical Informatics Association, 2025. Cites: dataset

Anston attentional network for structured data based stroke risk prediction in smart aging
Feng Zhou, Shijing Hu, Xiaozheng Du et al. Scientific Reports, 2025. Cites: dataset

Cross- & multi-lingual medication detection: a transformer-based analysis
Lisa Raithel, Johann Frei, Philippe E Thomas et al. BMC Medical Informatics and Decision Making, 2025. Cites: dataset

A novel computational analysis integrating social determinants information from EHR and literature with Alzheimer’s disease biological knowledge through large language models and knowledge graphs
Tianqi Shang, Shu Yang, Tianhua Zhai et al. Innovation in Aging, 2025. Cites: dataset

Additive-Effect Assisted Learning
Jiawei Zhang, Yuhong Yang, Jie Ding. Journal of the Royal Statistical Society Series B (Statistical Methodology), 2025. Cites: dataset

Artificial Intelligence and Machine Learning in Transfusion Practice: An Analytical Assessment
Na Li, Ruchika Goel, Sheharyar Raza et al. Transfusion Medicine Reviews, 2025. Cites: dataset

Navigating Healthcare AI Governance: the Comprehensive Algorithmic Oversight and Stewardship Framework for Risk and Equity
Rahul Robaish Kumar, Kyle Sporn, Ethan Waisberg et al. Health Care Analysis, 2025. Cites: dataset

Large language models accurately identify immunosuppression in intensive care unit patients
Vijeeth Guggilla, Mengjia Kang, Melissa J Bak et al. Journal of the American Medical Informatics Association, 2025. Cites: dataset

Optimizing Telemedicine Patient Care with Machine Learning for Disease Progression and Treatment Planning
K. Kokulavani, Kishore Varma Manthena, B Sakthisaravanan et al. Engineering Technology & Applied Science Research, 2025. Cites: dataset

Open-source computational pipeline flags instances of acute respiratory distress syndrome in mechanically ventilated adult patients
Félix Leonardo Morales, Feihong Xu, Hyojun Ada Lee et al. Nature Communications, 2025. Cites: dataset

Synthetic data trained open-source language models are feasible alternatives to proprietary models for radiology reporting
Aakriti Pandita, Angela Keniston, Nikhil Madhuripan. npj Digital Medicine, 2025. Cites: dataset

Pulse Oximetry Discrepancies and Occult Hypoxemia in ICU Patients: Predictors and Clinical Outcomes
Saikou Omar Saidy, Ali Iqbal, Saqib H. Baig. Journal of Intensive Care Medicine, 2025. Cites: dataset

A generative model uses healthy and diseased image pairs for pixel-level chest X-ray pathology localization
Jinli Suo, Kaiming Dong, Kunlun He et al. Nature Biomedical Engineering, 2025. Cites: dataset

Beyond Metrics to Methods: A Scoping Review of Large Language Models for Detection of Social Drivers of Health in Clinical Notes
Ahmed N. Farrag, Ahmed S. A. Soliman, Elham Hatef et al. medRxiv, 2025. Cites: dataset

Large open access database of echocardiogram reports in intensive care unit patients
Gloria Hyunjung Kwak, Dana Moukheiber, Mira Moukheiber et al. Scientific Data, 2025. Cites: dataset

Harnessing Large Language Models for Clinical Information Extraction: A Systematic Literature Review
T. N. S. S. Rodrigues, Carla Teixeira Lopes. ACM Transactions on Computing for Healthcare, 2025. Cites: dataset

Federated Reinforcement Learning for Privacy-Preserving Sepsis Patient Treatment Model
Songmi Oh, Yun‐Ho Choi, Ho-Taek Joo et al. ACM Transactions on Intelligent Systems and Technology, 2025. Cites: dataset

Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph
Heloísa Oss Boll, Stefan Byttner, Mariana Recamonde‐Mendoza. 2025. Cites: dataset

Extending CARDIO:DE: Additional annotation guidelines and evaluation of NLP approaches for clinical applications
Matthias Becker, Mario Krumscheid, Alisa Knobelspies et al. International Journal of Medical Informatics, 2025. Cites: dataset

Method for the Measurement of the Dicrotic Notch in the Photoplethysmography Signal
Phillipe Forster, Brady Laska, Rafik A Goubran et al. IEEE International Instrumentation and Measurement Technology Conference, 2025. Cites: dataset

Abstraction Alignment: Comparing Model-Learned and Human-Encoded Conceptual Relationships
Angie Boggust, Hyemin Bang, Hendrik Strobelt et al. CHI Conference on Human Factors in Computing Systems, 2025. Cites: dataset

Predicting Hospital Readmissions Using XLNet-BiGRU-Attention on Patient Clinical Notes
Anugrayani Bustamin, Annisa Darwis, Ingrid Nurtanio et al. International Women in Data Science Conference at Prince Sultan University (WiDS PSU), 2025. Cites: dataset

TCR: topologically consistent reweighting for XGBoost in regression tasks
Monty-Maximilian Zühlke, Daniel Kudenko⋆. Machine Learning, 2025. Cites: dataset

Hazard-aware adaptations bridge the generalization gap in large language models: a nationwide study
Julie Tsu-Yu Wu, Sydney Conover, Chloe C. Su et al. medRxiv, 2025. Cites: dataset

Impact of Dexmedetomidine on the Prognosis of Patients with Sepsis-Induced Myocardial Injury: A Retrospective Cohort Study
Zhang Xinyi, Guo Xiao-yan, Zhongxing Zhao et al. medRxiv, 2025. Cites: dataset

Predicting appropriateness of antibiotic treatment among ICU patients with hospital-acquired infection
Ella Goldschmidt, Ella Rannon, Daniel A. Bernstein et al. npj Digital Medicine, 2025. Cites: dataset

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