Publications citing MIMIC-IV v3.1

The limits of fair medical imaging AI in real-world generalization
Yuzhe Yang, Haoran Zhang, Judy Wawira Gichoya et al. Nature Medicine, 2024. Cites: paper

A multi-center study on the adaptability of a shared foundation model for electronic health records
Lin Guo, Jason Fries, Ethan Steinberg et al. npj Digital Medicine, 2024. Cites: dataset

Enhancing healthcare process analysis through object-centric process mining: Transforming OMOP common data models into object-centric event logs
Gyunam Park, Yaejin Lee, Minsu Cho. Journal of Biomedical Informatics, 2024. Cites: paper

An Explainable Multimodal Data Fusion Approach for Heart Failure Detection
Jad Botros, Farah Mourad-Chehade, David Laplanche. IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2024. Cites: paper

A symptom-based community-weighted similarity approach for inpatient health condition monitoring
Jean R. Ponciano, Mirela T. Cazzolato, Marco Antonio Gutierrez et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2024. Cites: paper

External validation and interpretability of machine learning-based risk prediction for major adverse cardiovascular events
Gilson Yuuji Shimizu, Elen Almeida Romão, José Abrão Cardeal da Costa et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2024. Cites: paper

Prediction of sepsis among patients with major trauma using artificial intelligence: a multicenter validated cohort study
Baisheng Sun, Mingxing Lei, Li Wang et al. International Journal of Surgery, 2024. Cites: paper

Utilizing ETL Processes to Enhance Healthcare Education: Migrating MIMIC-IV to OpenEMR
Mohith Surya Kiran Kasula, Sri Harsha Sudalagunta, Keerthika Sunchu et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2024. Cites: paper

Heparin Therapy and Mortality in Patients with Sepsis: An Observational Study Using a Marginal Structural Cox Model Based on MIMIC-IV Database
Meng Jiang, Xiaopeng Wu, Chang-li Li et al. Intensive Care Research, 2024. Cites: dataset

A novel clinical prediction model for in-hospital mortality in sepsis patients complicated by ARDS: A MIMIC IV database and external validation study
Ying Chen, Chengzhu Zong, Linxuan Zou et al. Heliyon, 2024. Cites: paper

Association of Delirium with Long-Term Mortality in Critically Ill Patients with COPD Who Survived to Discharge: A Retrospective Cohort Study
Hong-Bo Xu, Xue Fang, Ye Yuan et al. Lung, 2024. Cites: paper

Datathons in Medical Education: A Case Study and Best Practice Recommendations (Preprint)
Michael Steven Yao, Clara Sun, Steve J. Stephen et al. 2024. Cites: paper

Early versus delayed enteral nutrition in ICU patients with sepsis: a propensity score-matched analysis based on the MIMIC-IV database
Fuchao Xu, Jianxin Xu, Jinjin Ma et al. Frontiers in Nutrition, 2024. Cites: paper

Efficient Training of Probabilistic Neural Networks for Survival Analysis
Christian Marius Lillelund, Martin Magris, Christian Fischer Pedersen. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

Association of blood glucose change with postoperative delirium after coronary artery bypass grafting in patients with diabetes mellitus: a study of the MIMIC-IV database
Fujun Wang, Mei Xue. Frontiers in Endocrinology, 2024. Cites: paper

Effect of proton pump inhibitors versus histamine‐2 receptor antagonists on acute kidney injury in septic patients at high risk for developing stress ulcers
Hua‐Ping Fan, Yu‐Feng Zhou, Meili Chen et al. Pharmacotherapy The Journal of Human Pharmacology and Drug Therapy, 2024. Cites: paper

Development and validation of a nomogram to predict risk of septic cardiomyopathy in the intensive care unit
Peng-fei Sun, Chengjian Wang, Ying Du et al. Scientific Reports, 2024. Cites: paper

The association between lactate dehydrogenase to serum albumin ratio and in-hospital mortality in patients with pulmonary embolism: a retrospective analysis of the MIMIC-IV database
Jingjing Hu, Yidan Zhou. Frontiers in Cardiovascular Medicine, 2024. Cites: paper

The elevated lactate dehydrogenase to albumin ratio is a risk factor for developing sepsis-associated acute kidney injury: a single-center retrospective study
Yipeng Fang, Yuan Zhang, Xin Zhang. BMC Nephrology, 2024. Cites: dataset

Modified frailty index effectively predicts adverse outcomes in sepsis patients in the intensive care unit
Xinya Li, Yonglan Tang, Xingwen Deng et al. Intensive and Critical Care Nursing, 2024. Cites: paper

The Complete Inpatient Record Using Comprehensive Electronic Data ( CIRCE ) project: A team‐based approach to clinically validated, research‐ready electronic health record data
Andrea L.C. Schneider, Jennifer C. Ginestra, Meeta Prasad Kerlin et al. Learning Health Systems, 2024. Cites: paper

J-shaped relationship between stress hyperglycemia ratio and 90-day and 180-day mortality in patients with a first diagnosis of acute myocardial infarction: analysis of the MIMIC-IV database
Ben Hu, Xinghua Chen, Yuhui Wang et al. Diabetology & Metabolic Syndrome, 2024. Cites: paper

A multimodal framework for extraction and fusion of satellite images and public health data
Dana Moukheiber, David S. Restrepo, Sebastián Andrés Cajas et al. Scientific Data, 2024. Cites: paper

Blood urea nitrogen to creatinine ratio is associated with in-hospital mortality in critically ill patients with venous thromboembolism: a retrospective cohort study
Anju Puri, Mohan Giri, Huanhuan Huang et al. Frontiers in Cardiovascular Medicine, 2024. Cites: paper

Impacts of different El Niño events in the decaying summer on the oceanic source of summer rainfall for eastern China: A perspective from stable isotope
Peiyi Peng, Y Zhang, Jie Chen et al. Journal of Water and Climate Change, 2024. Cites: paper

Semantic details in autobiographical memory narratives increase with age among younger adults
Stephanie Matijevic, Siobhan M. Hoscheidt, Lee Ryan. Memory, 2024. Cites: paper

Machine Learning-Aided Decision-Making Model for the Discontinuation of Continuous Renal Replacement Therapy
Siyi Zhu, Jing Yan, Shijin Gong et al. Blood Purification, 2024. Cites: paper

Association between the stress hyperglycemia ratio and all-cause mortality in critically ill patients with Acute Ischemic Stroke: a retrospective cohort study
Yaxin Zhang, Xinxin Yin, Tingting Liu et al. Research Square, 2024. Cites: paper

A targeted likelihood estimation comparing cefepime and piperacillin/tazobactam in critically ill patients with community-acquired pneumonia (CAP)
Cristian C. Serrano-Mayorga, Sara Duque, Elsa Daniela Ibañez-Prada et al. Scientific Reports, 2024. Cites: paper

Creation of a Medical Knowledge Base for Unify the Development of Clinical Decision Support Systems Based on the National Metathesaurus
Т. В. Зарубина, Svetlana Rauzina, П. А. Астанин et al. Annals of the Russian academy of medical sciences, 2024. Cites: paper

Impact of P2Y12 inhibitors on clinical outcomes in sepsis-3 patients receiving aspirin: a propensity score matched analysis
Shaojun Jiang, Jianwen Xu, Chengjie Ke et al. BMC Infectious Diseases, 2024. Cites: paper

Relationship between the magnitude of haemoglobin changes and long-term mortality in patients with sepsis: a retrospective cohort study
Wen-Ming Shao, L Ye, Luming Zhang et al. BMC Infectious Diseases, 2024. Cites: dataset

U-shaped association between serum calcium and in-hospital mortality in diabetes patients with congestive heart failure: a cohort study
Kai Zhang, Tianqi Zhang, Qian Lv et al. Scientific Reports, 2024. Cites: dataset, paper

A novel higher performance nomogram based on explainable machine learning for predicting mortality risk in stroke patients within 30 days based on clinical features on the first day ICU admission
Haoran Chen, Fengchun Yang, Yifan Duan et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

Association of the TyG index with prognosis in surgical intensive care patients: data from the MIMIC-IV
Donghao Liu, Bingkui Ren, Yuqing Tian et al. Cardiovascular Diabetology, 2024. Cites: paper

Estimated plasma volume status as a simple and accessible predictor of 28-day mortality in septic shock: insights from a retrospective study of the MIMIC-IV database
Beijun Gao, Rongping Chen, Hua Zhao et al. Frontiers in Medicine, 2024. Cites: paper

Vital Sign Data Quality: Not Just a Retrospective Research Problem
Patrick J. McCormick. Anesthesiology, 2024. Cites: paper

Machine Learning-Based Mortality Prediction of 90-Day Discharge in Acute Coronary Syndrome Patients
Xinyi Zhang, Zhongxing Zhao, Xiaoyan Guo et al. Research Square, 2024. Cites: dataset, paper

Clinical differences between Raoultella spp. and Klebsiella oxytoca
Sofia K. Mettler, Nipith Charoenngam, Robert C. Colgrove. Frontiers in Cellular and Infection Microbiology, 2024. Cites: dataset

Multimodal Clinical Prediction with Unified Prompts and Pretrained Large-Language Models
Caleb Winston, Chloe N. Winston, Cailin Winston et al. IEEE International Conference on Healthcare Informatics (ICHI), 2024. Cites: paper

Association between modified frailty index and postoperative delirium in patients after cardiac surgery: A cohort study of 2080 older adults
Hongtao Cheng, Yitong Ling, Qiugui Li et al. CNS Neuroscience & Therapeutics, 2024. Cites: paper

CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics
Qingpeng Cai, Kaiping Zheng, H. V. Jagadish et al. Proceedings of the VLDB Endowment, 2024. Cites: paper

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. Cites: paper

Interpretable Machine Learning Models for Predicting In-Hospital Mortality in Patients with Chronic Critical Illness and Heart Failure: A Multicenter Study (Preprint)
Min He, Yongqi Lin, Siyu Ren et al. 2024. Cites: paper

What Is the Potential Value of a Randomized Trial of Different Thresholds to Initiate Invasive Ventilation? A Health Economic Analysis
Christopher J. Yarnell, Kali A Barrett, Anna Heath et al. Critical Care Explorations, 2024. Cites: paper

Correlation between serum phosphate and all-cause mortality in critically ill patients with coronary heart disease accompanied by chronic kidney disease: a retrospective study using the MIMIC-IV database
Min He, Siyu Ren, Yongqi Lin et al. Frontiers in Cardiovascular Medicine, 2024. Cites: paper

Efficiently Labeling and Retrieving Temporal Anomalies in Relational Databases
Christina Khnaisser, Hind Hamrouni, David B. Blumenthal et al. Information Systems Frontiers, 2024. Cites: dataset

A prediction model for prognosis of nephrotic syndrome with tuberculosis in intensive care unit patients: a nomogram based on the MIMIC-IV v2.2 database
Shenghua Du, Ning Su, Zhaoxian Yu et al. Frontiers in Medicine, 2024. Cites: paper

Comorbidities, acute kidney injury and long-term mortality in elderly patients hospitalized because of hip fracture: a moderation analysis
Saulo Lacerda Borges de Sá, Maria Luiza Medeiros Faria, TIAGO LINS OLIVEIRA GONÇALVES et al. Aging Clinical and Experimental Research, 2024. Cites: paper

Prognostic value of the systemic immune-inflammation index in critically ill elderly patients with hip fracture: evidence from MIMIC (2008–2019)
Zhenjiang Liu, G Li, Jingxuan Wang et al. Frontiers in Medicine, 2024. Cites: paper

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