Publications citing MIMIC-IV v3.1

Association between the use of statins and in-hospital mortality risk in patients with sepsis-induced coagulopathy during ICU stays: a study based on medical information mart for intensive care database
Yan Yao, Xi Zhao, Mengjue Wang et al. BMC Infectious Diseases, 2024. Cites: paper

Association of triglyceride-glucose index and delirium in patients with sepsis: a retrospective study
Yipeng Fang, Aizhen Dou, Yuehao Shen et al. Lipids in Health and Disease, 2024. Cites: dataset

Machine learning for predicting mortality in adult critically ill patients with Sepsis: A systematic review
Nasrin Nikravangolsefid, Swetha Reddy, Hong Hieu Truong et al. Journal of Critical Care, 2024. Cites: paper

Nonlinear correlation between prognostic nutritional indices (PNI) and patients with sepsis: a retrospective study based on the MIMIC database.
Xu Han, Baofeng Qi, Weiwei Yuan et al. Research Square, 2024. Cites: paper

Age prediction from 12-lead electrocardiograms using deep learning: a comparison of four models on a contemporary, freely available dataset
Andrew Julio Barros, Ian German Mesner, N. Rich Nguyen et al. Physiological Measurement, 2024. Cites: paper

Development of a Mapping Table for Nursing Notes Based on Nurses’ Concerns in ICU Patients
Mona Choi, Yeon-Ju Kim, Yesol Kim. Studies in health technology and informatics, 2024. Cites: paper

Prognostic value of first 24-hour urine output in patients with acute myocardial infarction in intensive care units: a retrospective study based on the MIMIC-IV database
Lilian Bao, Junbo Ge. Postgraduate Medical Journal, 2024. Cites: paper

Question Answering for Electronic Health Records: Scoping Review of Datasets and Models
Jayetri Bardhan, Kirk E Roberts, Daisy Zhe Wang. Journal of Medical Internet Research, 2024. Cites: paper

Better prognosis in surgical aortic valve replacement patients with lower red cell distribution width: A MIMIC-IV database study
Liancheng Ruan, Lingxiao Zhu, Lang Su et al. PLoS ONE, 2024. Cites: paper

The relationship between dexmedetomidine administration and prognosis in patients with sepsis-induced coagulopathy: a retrospective cohort study
Hongyu Huang, Qifei Li, Qingming Lin et al. Frontiers in Pharmacology, 2024. Cites: dataset

A two-tier feature selection method for predicting mortality risk in ICU patients with acute kidney injury
Mengqing Liu, Zhi‐Ping Fan, Yu Gao et al. Scientific Reports, 2024. Cites: paper

Protocol for: A Simple, Accessible, Literature-based Drug Repurposing Pipeline
Maximin Lange, Meredith Martyn, Eoin Gogarty et al. medRxiv, 2024. Cites: dataset

The Models for End-stage Liver Disease as prognostic assessment and risk stratification tools in sepsis: a study based on MIMIC-IV database
Tuo Shen, Xingping Lv, Yezhou Shen et al. Research Square, 2024. Cites: paper

Assembly and evolutionary analysis of the complete mitochondrial genome of Trichosanthes kirilowii, a traditional Chinese medicinal plant
Zhuanzhuan Jiang, Yuhan Chen, Xingyu Zhang et al. PeerJ, 2024. Cites: paper

Joint effect of atrial fibrillation and obesity on mortality in critically ill patients
Hongda Zhang, Lei Ding, Lijie Mi et al. Diabetology & Metabolic Syndrome, 2024. Cites: dataset, paper

Designing medical artificial intelligence systems for global use: focus on interoperability, scalability, and accessibility
Evangelos K. Oikonomou, Rohan Khera. Hellenic Journal of Cardiology, 2024. Cites: paper

Affordable and real-time antimicrobial resistance prediction from multimodal electronic health records
Shahad Hardan, Mai A. Shaaban, Jehad Abdalla et al. Scientific Reports, 2024. Cites: paper

Association between serum osmolality and 28-day all-cause mortality in patients with heart failure and reduced ejection fraction: a retrospective cohort study from the MIMIC-IV database
Qi Zou, Jiazheng Li, Pengyang Lin et al. Frontiers in Endocrinology, 2024. Cites: paper

Ethical Implications of Artificial Intelligence in Gastroenterology: The Co-pilot or the Captain?
Nishant Aggarwal, David A. Drew, Ravi Bharat Parikh et al. Digestive Diseases and Sciences, 2024. Cites: paper

Extraction of patients subpopulations with psychiatric symptoms using a transformer architecture
Benjamin Holmes, Michael L. Raymer, Tanvi Banerjee. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024. Cites: paper

Extraction of patient subpopulations using transformer-encoded vectors
Benjamin Holmes, Michael L. Raymer, Tanvi Banerjee. IEEE National Aerospace and Electronics Conference (NAECON), 2024. Cites: paper

Improving Fairness in Chest X-Ray Interpretation Models Using Attention-Driven Masked Image Modeling
Chao-Ju Chen, Stephanie F. Wang, Po‐Chih Kuo. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024. Cites: paper

Improving Prediction of Need for Mechanical Ventilation using Cross-Attention
Anwesh Mohanty, Supreeth Prajwal Shashikumar, Jonathan Y. Lam et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024. Cites: paper

Leveraging large language models for medical text classification: a hospital readmission prediction case
Nodira Nazyrova, Salma Chahed, Thierry Chaussalet et al. International Conference on Pattern Recognition Systems (ICPRS), 2024. Cites: paper

Predicting Hemodynamic and Pulmonary Decompensation with Deep Neural Networks: Performance and Explainability
Johannes Rust, Christian Mandel, Kathrin Monika Stich et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024. Cites: paper

Reinforcement Learning for Heart Failure Treatment Optimization in the Intensive Care Unit
Cristian Drudi, Moritz Fechner, Maximiliano Mollura et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024. Cites: paper

The clinical value of nutritional and inflammatory indicators in predicting pneumonia among patients with intracerebral hemorrhage
Guang Zhao, Yuyang Chen, Yuting Gu et al. Scientific Reports, 2024. Cites: paper

Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients
Zihao Zhao, Yi Jing, Fuli Feng et al. International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024. Cites: paper

L-shaped association between serum chloride levels with 90-day and 365-day all-cause mortality in critically ill patients with COPD: a retrospective cohort study
Shidong Wang, Dai Li, Yaokun Wang et al. Scientific Reports, 2024. Cites: paper

Normalized lactate load as an independent prognostic indicator in patients with cardiogenic shock
Xia Wu, Lin Yuan, Jiarui Xu et al. BMC Cardiovascular Disorders, 2024. Cites: paper

OEHR: An Orthopedic Electronic Health Record Dataset
Yibo Xie, Kaifan Wang, Jiawei Zheng et al. International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024. Cites: paper

Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review
Sahil Verma, Varich Boonsanong, Minh Hoang et al. ACM Computing Surveys, 2024. Cites: dataset

Diagnostic and Prognostic Electrocardiogram-Based Models for Rapid Clinical Applications
Md. Saiful Islam, Sunil V. Kalmady, Abram Hindle et al. Canadian Journal of Cardiology, 2024. Cites: paper

A retrospective observational study evaluating the association between vasoactive–inotropic score and mortality after major abdominal surgery
Jiao Huang, Jiemei Ji, Yang Zhao et al. Scientific Reports, 2024. Cites: paper

Integrating Shapley Values into Machine Learning Techniques for Enhanced Predictions of Hospital Admissions
Georgios Feretzakis, Aikaterini Sakagianni, Αθανάσιος Αναστασίου et al. Applied Sciences, 2024. Cites: paper

Development and validation of machine learning models to predict MDRO colonization or infection on ICU admission by using electronic health record data
Yun Li, Yuan Yuan Cao, Min Wang et al. Antimicrobial Resistance and Infection Control, 2024. Cites: paper

A novel nutritional inflammation index for predicting mortality in acute ischemic stroke patients: insights into advanced lung cancer inflammation index from the Medical Information Mart for Intensive Care-IV database
Yongwei Huang, Xiaoyi Wang, Zongping Li et al. Frontiers in Nutrition, 2024. Cites: paper

The Impact of Multi-Institution Datasets on the Generalizability of Machine Learning Prediction Models in the ICU
Patrick Rockenschaub, Adam Hilbert, Tabea Kossen et al. Critical Care Medicine, 2024. Cites: paper

The impact of norepinephrine dose reporting heterogeneity on mortality prediction in septic shock patients
Sebastian Morales, Pedro David Wendel‐Garcia, Miguel Ángel Ibarra-Estrada et al. Critical Care, 2024. Cites: paper

Association between admission pan-immune-inflammation value and short-term mortality in septic patients: a retrospective cohort study
Hong-Bo Xu, Yu-Hong Xu, Ying He et al. Scientific Reports, 2024. Cites: paper

Association between frailty and acute kidney injury after cardiac surgery: unraveling the moderation effect of body fat through an international, retrospective, multicohort study
Yunxiao Bai, Zi-Hao Wang, Yong Lv et al. International Journal of Surgery, 2024. Cites: paper

The prognostic value of the combined neutrophil-to-lymphocyte ratio (NLR) and neutrophil-to-platelet ratio (NPR) in sepsis
Yue Zhang, Wang Peng, Xiangrong Zheng. Scientific Reports, 2024. Cites: paper

Development and external validation of machine learning-based models to predict patients with cellulitis developing sepsis during hospitalisation
X F Chen, Li Hu, Rentao Yu. BMJ Open, 2024. Cites: dataset

Development of a prognostic nomogram for patients underwent extracorporeal circulation auxiliary to open cardiac surgery on hospital mortality: a retrospective cohort study
Peihe Wang, Meiling Lü, Yü Huang et al. Journal of Thoracic Disease, 2024. Cites: paper

Harnessing EHR data for health research
Alice Tang, Sarah R. Woldemariam, Silvia Miramontes et al. Nature Medicine, 2024. Cites: paper

Predictive value of the dynamics of absolute lymphocyte counts for 90-day mortality in ICU sepsis patients: a retrospective big data study
Daonan Chen, Kun Zhou, Rui Tian et al. BMJ Open, 2024. Cites: dataset

The multivariate Bernoulli detector: change point estimation in discrete survival analysis
Willem van den Boom, Maria De Iorio, Fang Qian et al. Biometrics, 2024. Cites: paper

The open data revolution: Enhancing healthcare in intensive care units
Sergio Muñoz Lezcano, Carmen de la Fuente, Ángel Estella et al. Medicina Intensiva, 2024. Cites: paper

Developing and validating a machine learning model to predict successful next-day extubation in the ICU
Samuel W. Fenske, Alec Peltekian, Mengjia Kang et al. medRxiv, 2024. Cites: paper

RETRACTED: Enhancing security in smart healthcare systems: Using intelligent edge computing with a novel Salp Swarm Optimization and radial basis neural network algorithm
Abdulmohsen Almalawi, Aasim Zafar, Bhuvan Unhelkar et al. Heliyon, 2024. Cites: paper

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