Publications citing MIMIC-IV v3.1

Adjuvant non-opioid analgesics decrease in-hospital mortality in targeted patients with acute pancreatitis receiving opioids
Jiahui Zeng, Hairong He, Yiqun Song et al. European Journal of Gastroenterology & Hepatology, 2024. Cites: paper

Comprehensive risk factor-based nomogram for predicting one-year mortality in patients with sepsis-associated encephalopathy
Guangyong Jin, Menglu Zhou, Jiayi Chen et al. Scientific Reports, 2024. Cites: dataset

Health disparities in the risk of severe acidosis: real-world evidence from the All of Us cohort
Allison E. Gatz, Chenxi Xiong, Yao Chen et al. Journal of the American Medical Informatics Association, 2024. Cites: paper

An Effective DNA Methylation Biomarker Screening Mechanism for Amyotrophic Lateral Sclerosis (ALS) Based on Comorbidities and Gene Function Analysis
Cing-Han Yang, Jhen-Li Huang, Li‐Kai Tsai et al. Bioengineering, 2024. Cites: paper

Positive-Sum Fairness: Leveraging Demographic Attributes to Achieve Fair AI Outcomes Without Sacrificing Group Gains
Sid Ahmed Belhadj, Sanguk Park, Ambika Seth et al. Lecture notes in computer science, 2024. Cites: paper

Assessing the Risk of Delirium and Death in Sepsis Using the Braden Score: A Retrospective Study
Xinya Li, Yonglan Tang, Zihong Bai et al. Journal of Clinical Nursing, 2024. Cites: paper

Comparison of risk scores for the prediction of 30-day mortality after TAVI on the basis of the MIMIC-IV database
Meiling Lü, peihe wang, Ruijie Xiong et al. Research Square, 2024. Cites: paper

Early deep-to-light sedation versus continuous light sedation for ICU patients with mechanical ventilation: A cohort study
Jiayue Xu, Qiao He, Mingqi Wang et al. Anaesthesia Critical Care & Pain Medicine, 2024. Cites: paper

Machine learning-based risk prediction for major adverse cardiovascular events in a Brazilian hospital: Development, external validation, and interpretability
Gilson Yuuji Shimizu, Michael Schrempf, Elen Almeida Romão et al. PLoS ONE, 2024. Cites: paper

Association between red blood cells transfusion and 28-day mortality rate in septic patients with concomitant chronic kidney disease
Lei Chen, Honglei Lu, Chenwei Lv et al. Scientific Reports, 2024. Cites: paper

Construction of a risk prediction model for sepsis-associated delirium in the intensive unit patients: A retrospective cohort study
Zeping Jiang, Yusheng Wang, Tian Xie et al. Research Square, 2024. Cites: paper

Machine learning for predicting device-associated infection and 30-day survival outcomes after invasive device procedure in intensive care unit patients
Xiang Su, Ling Sun, Xiaogang Sun et al. Scientific Reports, 2024. Cites: paper

Association Between Sex and Race and Ethnicity and IV Sedation Use in Patients Receiving Invasive Ventilation
Sarah L. Walker, Federico Angriman, Lisa D. Burry et al. CHEST Critical Care, 2024. Cites: paper

Development, deployment, and continuous monitoring of a machine learning model to predict respiratory failure in critically ill patients
Jonathan Y. Lam, Xiaolei Lu, Supreeth Prajwal Shashikumar et al. JAMIA Open, 2024. Cites: paper

Short- and long-term outcomes in critically ill patients with primary glomerular disease: a case‒control study
Nicoli Ferri Revoredo Coutinho, Alexandre Braga Libório. BMC Nephrology, 2024. Cites: paper

Which Intravenous Isotonic Fluid Offers Better Outcomes for Patients with a Brain Injury?
Akshitkumar M. Mistry. Neurocritical Care, 2024. Cites: paper

A hybrid framework with large language models for rare disease phenotyping
Jinge Wu, Hang Dong, Zexi Li et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

Explainable multimodal data fusion framework for heart failure detection: Integrating CNN and XGBoost
Jad Botros, Farah Mourad-Chehade, David Laplanche. Biomedical Signal Processing and Control, 2024. Cites: paper

Impact of albumin infusion on prognosis in ICU patients with cirrhosis and AKI: insights from the MIMIC-IV database
Mengqi Li, Yidi Ge, Jingjing Wang et al. Frontiers in Pharmacology, 2024. Cites: paper

M3T-LM: A multi-modal multi-task learning model for jointly predicting patient length of stay and mortality
Junde Chen, Qing Li, Feng Liu et al. Computers in Biology and Medicine, 2024. Cites: paper

Insights and recommendations for optimizing the ARDS prone ventilation model – Letter on Yan et al.
Chenglong Liang, Chen Zhou, Jingye Pan. Intensive and Critical Care Nursing, 2024. Cites: paper

Enhancing diagnostic accuracy in symptom-based health checkers: a comprehensive machine learning approach with clinical vignettes and benchmarking
Leila Aissaoui Ferhi, Manel Ben Amar, Fethi Choubani et al. Frontiers in Artificial Intelligence, 2024. Cites: paper

J-Shaped Association Between Respiratory Rate and In-Hospital Mortality in Acute Myocardial Infarction Patients Complicated by Congestive Heart Failure in Intensive Care Unit
Kai Zhang, Rong Zhang, Yu Han et al. Dose-Response, 2024. Cites: paper

Prognosis of major bleeding based on residual variables and machine learning for critical patients with upper gastrointestinal bleeding: A multicenter study
Fuxing Deng, Yaoyuan Cao, Hui Zhu Wang et al. Journal of Critical Care, 2024. Cites: paper

Relationship between the albumin-corrected anion gap and short-term prognosis among patients with cardiogenic shock: a retrospective analysis of the MIMIC-IV and eICU databases
Yuxing Wang, Yuhang Tao, Ming Yuan et al. BMJ Open, 2024. Cites: paper

Retrospective Outcomes of Patients With Spontaneous Bacterial Empyema Given Albumin
Preeti Gupta, Todd A. Lee. CHEST Journal, 2024. Cites: paper

Large Language Models for Transforming Categorical Data to Interpretable Feature Vectors
Karim Huesmann, Lars Linsen. IEEE Transactions on Visualization and Computer Graphics, 2024. Cites: paper

Unveiling AI-ECG using Generative Counterfactual XAI Framework
Jong-Hwan Jang, Yong‐Yeon Jo, Sora Kang et al. medRxiv, 2024. Cites: paper

Association between baseline serum bicarbonate and the risk of postoperative delirium in patients undergoing cardiac surgery in the ICU: a retrospective study from the MIMIC-IV database
Panxu Guo, Yue Ma, Wanmin Su et al. BMC Anesthesiology, 2024. Cites: paper

Multimodal masked siamese network improves chest X-ray representation learning
Saeed Shurrab, Alejandro Guerra-Manzanares, Farah E. Shamout. Scientific Reports, 2024. Cites: paper

Comparison of different intensive care scoring systems and Glasgow Aneurysm score for aortic aneurysm in predicting 28-day mortality: a retrospective cohort study from MIMIC-IV database
Hui Zhu Wang, Sensen Wu, Dikang Pan et al. BMC Cardiovascular Disorders, 2024. Cites: paper

Effect of timing of intubation on clinical outcomes of patients with septic shock: a retrospective cohort study
Jun Xu, Jian Chen, Hongliu Cai et al. Scientific Reports, 2024. Cites: dataset, paper

Association of glycemic variability and prognosis in patients with traumatic brain injury: A retrospective study from the MIMIC-IV database
Linrui Qi, Xin Geng, Rong-liang Feng et al. Diabetes Research and Clinical Practice, 2024. Cites: paper

Prognostic value of red blood cell distribution width-to-albumin ratio in ICU patients with coronary heart disease and diabetes mellitus
Sheng Chen, Senhong Guan, Zhaohan Yan et al. Frontiers in Endocrinology, 2024. Cites: paper

Evaluation of Care Quality for Atrial Fibrillation Across Non-Interoperable Electronic Health Record Data using a Retrieval-Augmented Generation-enabled Large Language Model
Philip Adejumo, Phyllis Thangaraj, Lovedeep Singh Dhingra et al. medRxiv, 2024. Cites: paper

A review of machine learning methods for non-invasive blood pressure estimation
Ravi Pal, Joshua Le, Ákos Rudas et al. Journal of Clinical Monitoring and Computing, 2024. Cites: paper

A multiscale approach for biomedical machine learning
Nature Machine Intelligence, 2024. Cites: paper

Privacy-preserving large language models for structured medical information retrieval
Isabella C. Wiest, Dyke Ferber, Jiefu Zhu et al. npj Digital Medicine, 2024. Cites: paper

Quantitative changes in platelet count in response to different pathogens: an analysis of patients with sepsis in both retrospective and prospective cohorts
Shao Fan, Ming Pang, Min Si et al. Annals of Medicine, 2024. Cites: dataset

PANDORA: An AI model for the automatic extraction of clinical unstructured data and clinical risk score implementation
Natalia Castano-Villegas, Isabella Llano, Daniel Jimenez et al. medRxiv, 2024. Cites: paper

Zero shot health trajectory prediction using transformer
Paweł Renc, Yugang Jia, Anthony E. Samir et al. npj Digital Medicine, 2024. Cites: paper

Application of antithrombotic drugs and risk factor analysis in ICU patients with lower gastrointestinal bleeding from MIMIC-IV
Ding Peng, Huihong Zhai. BMC Gastroenterology, 2024. Cites: paper

Efficacy and safety of calcineurin inhibitors (CNIs) for septic patients in ICU: a cohort study from MIMIC database
ShengHui Miao, Mingkun Yang, Wen Li et al. Frontiers in Pharmacology, 2024. Cites: paper

High serum magnesium level is associated with increased mortality in patients with sepsis: an international, multicenter retrospective study
Le Li, Lan Li, Qiuyue Zhao et al. MedComm, 2024. Cites: paper

Modelling patient trajectories in emergency department simulations using retrospective patient cohorts
Roben Delos Reyes, Daniel Capurro N, Nicholas Lewis Geard. Computers in Biology and Medicine, 2024. Cites: paper

Association between triglyceride glucose-body mass index and all-cause mortality in critically ill patients with acute pancreatitis
Yang Zhu, Ye Li, Xuan Li et al. Scientific Reports, 2024. Cites: paper

The role of Open Access Data in democratizing healthcare AI: A pathway to research enhancement, patient well-being and treatment equity in Andalusia, Spain
Álvaro Ritoré, Claudia M Jiménez, Juan Luis González-Caballero et al. PLOS Digital Health, 2024. Cites: paper

Increased serum albumin corrected anion gap levels are associated with poor prognosis in septic patients with liver cirrhosis
Zetao Pan, Jiancheng Lin, Cunyang Huo et al. Scientific Reports, 2024. Cites: paper

Aspirin reduces the mortality risk of patients with community-acquired pneumonia: a retrospective propensity-matched analysis of the MIMIC-IV database
Guangdong Wang, Jiaolin Sun, Yaxin Zhang et al. Frontiers in Pharmacology, 2024. Cites: paper

Latent Trajectories of Cerebral Perfusion Pressure and Risk Prediction Models Among Patients with Traumatic Brain Injury: Based on an Interpretable Artificial Neural Network
Hai Zhou, Yutong Zhao, Hui Zheng et al. World Neurosurgery, 2024. Cites: paper

Cited by