Publications citing MIMIC-IV v3.1

Accurate and explainable ICD-10-CM diagnosis coding through multi-stage model adaptation and evidence-guided verification
Jianhua Qiu, Zheng Qin, Kaili Ma et al. PeerJ Computer Science, 2026. Cites: paper

Assessing Discharge Readiness in the Intensive Care Unit: Development and Internal Validation of the ICU Discharge Readiness Score (iDRS) Using MIMIC-IV (Preprint)
JeongHan Kim, Junsang Yoo, Won Chul Cha et al. 2026. Cites: paper

Association of Lactate-to-Bicarbonate Ratio with Adverse Intensive Care Unit Outcomes After Coronary Artery Bypass Grafting: A Retrospective Cohort Study Based on the MIMIC-IV and eICU-CRD Databases
Fei Gao, Xinyi Cheng, Wenhao Lu et al. Research Square, 2026. Cites: paper

Early change in ventilatory ratio during prone positioning and 28-day mortality in patients with ARDS: a retrospective cohort study with exploratory eICU assessment
Hong Li, Xin Xu, Yun Peng et al. BMC Pulmonary Medicine, 2026. Cites: paper

Evaluating the generalisability of LiSep LSTM for early prediction of septic shock across US and european cohorts
Hong K. Tan, Logan Froese, Daniel Wilhelms et al. Scientific Reports, 2026. Cites: paper

Incremental prognostic value of pan-immune-inflammation value in conservatively treated acute myocardial infarction: derivation and MIMIC-IV validation
Qiu Weilong, Huanhuan Yu, Xi Chen et al. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Log-transformed systemic inflammation response index improves prediction of 28-day ICU mortality in critically ill patients with cirrhosis and atrial fibrillation: development in MIMIC-IV and external validation in eICU-CRD
何祥乐, Jiajing Han. BMC Gastroenterology, 2026. Cites: paper

Medical Big Data Analytics: A Conceptual Framework for Data Sources, Tools, ML Algorithms, Challenges, and Opportunities
P. Manohar, Sanjay Kumar Singh, Rajiv Misra. Lecture notes in networks and systems, 2026. Cites: paper

Overlap-weighted retrospective cohort study of early versus delayed renal replacement therapy in sepsis-associated AKI
Yunfei Guo, Hongxia Yang. Critical Care Sepsis and Severe Infection, 2026. Cites: dataset, paper

Potenzial und Herausforderungen von Large Language Models in der klinischen Entscheidungsfindung
Friederike Jungmann, Paul Hager. Journal für Gastroenterologische und Hepatologische Erkrankungen, 2026. Cites: paper

A Quality Assessment Rubric for Artificial Intelligence–Generated Patient-Friendly Radiology Reports
Bonnie Andrea Armstrong, Arogya Koirala, Hye Sun Na et al. American Journal of Roentgenology, 2026. Cites: paper

Association between dynamic estimated plasma volume trajectories and acute kidney injury after coronary artery bypass grafting
Beijun Gao, Hongmin Zhang, Ran An et al. Frontiers in Medicine, 2026. Cites: paper

Data-reflector: an agentic exploratory data analysis platform for researchers
Moein Sabounchi, Nimay Sanjay Hazare, Chris Capone et al. JAMIA Open, 2026. Cites: paper

First-day lactate trajectories and subsequent in-hospital mortality in cardiogenic shock: a landmark multicohort study
Xiaoye Xu, Tielong Chen, Fei Ying et al. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Machine learning prediction models for mechanical ventilation requirement in patients with embolic stroke: a retrospective cohort study based on MIMIC-IV
Li Ma, Xuhui Liu, Ruiling Nan et al. Frontiers in Medicine, 2026. Cites: paper

Nutritional-metabolic risk stratification for delirium in surgical critically ill patients: joint associations of the triglyceride–glucose index and stress hyperglycemia ratio
Fengwei Yao, Linquan Wu, Enliang Li. Frontiers in Nutrition, 2026. Cites: paper

A Machine Learning Model for Predicting In-Hospital Mortality among ICU Patients with Cirrhosis and Sepsis
Hui Chen, Chen Yang, Jiahao Zhang et al. Research Square, 2026. Cites: paper

Early platelet-count trajectories and subsequent bleeding during adult extracorporeal membrane oxygenation: a landmark analysis
En-Zhou, Chunli Wang, Min Zhou et al. Research Square, 2026. Cites: paper

Early strong anticholinergic initiation and 30-day mortality in older inpatients with dementia: a target trial emulation
Jialong Liu, Haiyan Yuan. Research Square, 2026. Cites: dataset, paper

Generalization, Cross-ICU Transfer, and Explainability of a Mortality and Time-to-Discharge Framework for the Intensive Care Unit
Àlex Pardo, Josep Gómez, Julen Berrueta et al. Journal of Clinical Medicine, 2026. Cites: paper

Towards Agentic Data Engineering: A Contract-Driven System with Self-Evolving Knowledge
Luan Prado, Leonardo Guerreiro Azevedo, Adriano Veloso. Simpósio Brasileiro de Bancos de Dados (SBBD), 2026. Cites: paper

AI-assisted multimodal data integration for precision oncology
Alexandra Chera, Ana-Maria Chirilaș, Amada El-Sabeh et al. Frontiers in Artificial Intelligence, 2026. Cites: paper

Cardiac index modifies the association between blood pressure response index and 28-day mortality in sepsis
Rong Lei, Chongchong Ye, Chaofu Yue et al. Critical Care, 2026. Cites: paper

Development of interpretable machine learning models for predicting the probability of sepsis in patients with pulmonary fibrosis in the intensive care unit: based on MIMIC-IV and multi-database validation
Yuwei Xia, Junchao Yang. Frontiers in Cellular and Infection Microbiology, 2026. Cites: paper

Does Role Specialization Matter for Explanation Faithfulness in Mixture-of-Experts?
Yeji Kim, Housam Khalifa Bashier Babiker, Mi-Young Kim et al. Lecture notes in computer science, 2026. Cites: paper

From Clinical Free Text to Auditable Concepts: An Agentic Framework for Interpretable Prediction
Congning Ni, Weixin Liu, Qingyuan Song et al. medRxiv, 2026. Cites: paper

Impact of dynamic blood glucose trajectories on mortality in critically ill non-traumatic intracranial hemorrhage patients: a retrospective cohort study
Yang Mingkun, 吕衍文, Yijing Liu et al. BMC Neurology, 2026. Cites: paper

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. Cites: paper

The prognostic nutritional index vs. MELD for short-term mortality in critically ill liver disease: a retrospective multi-cohort study
Lujun shao, Yue Li, Cheng Xu et al. Frontiers in Nutrition, 2026. Cites: paper

A semantic-based carry-forward approach: Uncovering chronic disease burden in real-world data analysis
Jean Noël Nikiema, Azadeh Bayani, Michèle Bally. International Journal of Medical Informatics, 2026. Cites: paper

Enhancing Model Explainability and Performance via Attention-Guided Gradient Restriction
Hai-Chan Nguyen, Hung Lê, Thin Nguyen. Lecture notes in computer science, 2026. Cites: paper

Latent-to-Observable Score Correction for Probabilistic Time Series Imputation
Guojun Liang, Zhan Su, Najmeh Abiri et al. Lecture notes in computer science, 2026. Cites: dataset

QT Prolongation, Ventricular Arrhythmia, and Cardiac Arrest Signals During Ceftriaxone Co-therapy with Individual Proton Pump Inhibitors: A Multidatabase Study
Yechao Chen, Qiaoling Gu, Mingnuo Zhao et al. Cardiovascular Toxicology, 2026. Cites: paper

INALBIO: An Absorbing Compartmental and Fairness-Constrained Bio-Inspired Modeling for Sepsis Mortality Prediction
I. O. Okpara, R. T. Abah, Mary O. Durojaye. International Journal of Scientific Research and Modern Technology., 2026. Cites: paper

Age-Dependent Risk Profile of New-Onset Acute Liver Injury in Critically Ill Children: Congenital Heart Disease as an Infant-Specific Risk Factor
Jingchuan Lu, Meiding Wang, Haiyi XU et al. Research Square, 2026. Cites: paper

An agentic AI framework connecting language models to electronic health records and a biomedical knowledge graph for real-world evidence
Gianmarco Bellucci, Wanjun Gu, Peter W. Rose et al. Frontiers in Artificial Intelligence, 2026. Cites: paper

Association between anion gap and mortality in critically ill patients with gastrointestinal perforation
Jixin Fu, Xiaoling Yin, De Zhang et al. Medicine, 2026. Cites: paper

Association Between Early Postoperative Glycemic Time in Range and Infectious Outcomes After Cardiac Surgery
Bo Wang, Jing Ma, Zexi Zang et al. Research Square, 2026. Cites: paper

Association Between Fluid Overload and Pressure Injuries in ICU Patients With Sepsis: A Retrospective Cohort Study
Peiqi Liu, Xiangping Chen, Yu Zhang et al. Journal of Clinical Nursing, 2026. Cites: paper

Association of common QT-prolonging medications with arrhythmic risk in patients with bundle branch block: A stratified cohort analysis in left bundle branch block vs. right bundle branch block phenotypes
Evan Derector, Tirth Patel DO, Hiroto Watanabe et al. Heart & Lung, 2026. Cites: paper

Balanced crystalloids versus saline for initial resuscitation in sepsis and 30-day major adverse kidney events: A target trial emulation across two critical-care databases
Zekai Yu, Juntao Feng, Feiwei Qin. Intensive Care Science, 2026. Cites: paper

Development and external validation of an explainable machine learning model for in-hospital mortality risk stratification in intensive care unit patients with heart failure
Liusheng Xu, Wei Cao, Zefan Huang et al. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Evaluating missing-data workflows under hospital-structured missingness: a simulation-calibrated study in eICU and MIMIC-IV
Jiancheng Zhang, Jianying Dai, Qingjiang Lyu. Research Square, 2026. Cites: paper

Machine learning prediction of clinical trajectories after N-terminal pro-B-type natriuretic peptide exceeds 35,000 pg/mL: a retrospective development and external validation study
Kunyang He, Di Hu, Li Li et al. Research Square, 2026. Cites: paper

Progressing From Association to Causation: Examining Prior Antibiotic Exposure and Antimicrobial Resistance Across Three US Health Systems Using Causal Machine Learning
Aravind V. Kuruvikkattil, Shikhar Shukla, Leo Anthony Celi et al. Clinical Infectious Diseases, 2026. Cites: paper

Relation between anion gap and 28-day all-cause mortality in patients with chronic total coronary occlusion
Jun Yang, Min Huang, Guofeng Zhu et al. Medicine, 2026. Cites: paper

Research on prognostic prediction of colorectal cancer based on multi-dimensional biomarker features and machine learning models
Xiaoyang Zhang, Xiangyong Li, Bo Chen et al. Frontiers in Oncology, 2026. Cites: paper

Synergistic effect of insulin resistance and glycemic variability on mortality in ICU patients with gastrointestinal bleeding: impact of the TyG-GVI index and development of an explainable web-based clinical calculator
Yanqiu Jiang, Keyang Guo, Kexin Jiang et al. Frontiers in Endocrinology, 2026. Cites: paper

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 Olagoke Okunlola et al. European Heart Journal - Digital Health, 2026. Cites: paper

Association Between Lactate Trajectories and Clinical Outcomes in Critically Ill Patients with Sepsis-Associated Liver Injury
Hong Wei, Jian Zhang, Sijie Yu et al. Journal of Clinical Medicine, 2026. Cites: paper

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