Publications citing MIMIC-IV v3.1

Exploring the utility of a latent variable as comprehensive inflammatory prognostic index in critically ill patients with cerebral infarction
Chang Shu, Chenguang Zheng, Guobin Zhang. Frontiers in Neurology, 2024. Cites: paper

Comparing Open-Access Database and Traditional Intensive Care Studies Using Machine Learning: Bibliometric Analysis Study
Yuhe Ke, Rui Yang, Nan Liu. Journal of Medical Internet Research, 2024. Cites: paper

MSLR: A Self-supervised Representation Learning Method for Tabular Data Based on Multi-scale Ladder Reconstruction
Xutao Weng, Hong Song, Yucong Lin et al. Information Sciences, 2024. Cites: dataset

Relationship between stress hyperglycemia ratio and acute kidney injury in patients with congestive heart failure
Le Li, Ligang Ding, Lihui Zheng et al. Cardiovascular Diabetology, 2024. Cites: paper

Self-Supervised Forecasting in Electronic Health Records With Attention-Free Models
Yogesh Kumar, Alexander Ilin, Henri Salo et al. IEEE Transactions on Artificial Intelligence, 2024. Cites: paper

Machine Learning for Sepsis Prediction: Prospects and Challenges
He S. Yang. Clinical Chemistry, 2024. Cites: paper

Association between the triglyceride glucose body mass index and long-term mortality in ICU patients: a cohort study of over 3000 patients
Yuqing Fu, Cong Xu, Yanan Tang et al. Research Square, 2024. Cites: paper

Early blood pressure drop exacerbates renal function deterioration and mortality in ICU patients with liver failure
Rubing Guo, Jingjing Tong, Liang Ma et al. Research Square, 2024. Cites: paper

Wind-wave climate changes and their impacts
Mercè Casas‐Prat, Mark Hemer, Guillaume Dodet et al. Nature Reviews Earth & Environment, 2024. Cites: paper

Development and validation of a predictive model for 30-day mortality in patients with severe community-acquired pneumonia in intensive care units
Yu Zhang, Yuanyuan Peng, Wang Zhang et al. Frontiers in Medicine, 2024. Cites: dataset, paper

Relation Between Serum Sodium Trajectory and Survival in Septic Patients with Cardiopulmonary Bypass Surgery: Based on Medical Information Mart for Intensive Care-IV Database
Zhiying Shen, Bo Yang, Guiyu Cai et al. Journal of Investigative Surgery, 2024. Cites: paper

Early Recognition of Clinical Trajectories Using Machine Learning in Hospitalized Heart Failure Patients
Ruizhi Liao, Claire Beskin, Arash Harzand et al. JACC Advances, 2024. Cites: paper

Prediction of prognosis in patients with nontraumatic intracranial hemorrhage using blood urea nitrogen-to-creatinine ratio on admission: a retrospective cohort study based on data from the medical information Mart for intensive care-IV database
Peng Chen, Yong’An Jiang, JiaHong Cai et al. Frontiers in Neurology, 2024. Cites: paper

Assessing the use of HL7 FHIR for implementing the FAIR guiding principles: a case study of the MIMIC-IV Emergency Department module
Philip van Damme, Matthias Löbe, Nirupama Benis et al. JAMIA Open, 2024. Cites: paper

A Novel Nomogram for Predicting the Risk of Coronary Atherosclerosis in Patients with Gastroesophageal Reflux Disease A Nomogram Predicting Coronary Atherosclerosis
Ziyang Wu, Dong Wang, Chengchun Tang. Research Square, 2024. Cites: paper

Interpretable machine learning model for early prediction of 28-day mortality in ICU patients with sepsis-induced coagulopathy: development and validation
Shi Zhou, Zongqing Lu, Yu Liu et al. European journal of medical research, 2024. Cites: dataset

Relationship between baseline bicarbonate and 30-day mortality in patients with non-traumatic subarachnoid hemorrhage
Wenyuan Du, Jingmian Yang, Yanfang Lou et al. Frontiers in Neurology, 2024. Cites: dataset

Association between glucose-to-lymphocyte ratio and short-term mortality in critically ill subarachnoid hemorrhage patients: A retrospective cohort study
Hong-Bo Xu, Ye Yuan, Jiajun Wu et al. Brain Hemorrhages, 2024. Cites: paper

Blood Urea Nitrogen-to-Albumin Ratio May Predict Mortality in Patients with Traumatic Brain Injury from the MIMIC Database: A Retrospective Study
Yiran Guo, Yuxin Leng, Chengjin Gao. Bioengineering, 2024. Cites: paper

2023 Beijing Health Data Science Summit
Luming Chen, Yifan Qi, Tao Yang et al. Health Data Science, 2024. Cites: paper

Albumin corrected anion gap for predicting in-hospital death among patients with acute myocardial infarction: A retrospective cohort study
Zhouzhou Lu, Yiren Yao, Yangyang Xu et al. Clinics, 2024. Cites: paper

Algorithmic Bias in Lung Protective Tidal Volume Formulas
Aartik A. Sarma, Kathryn Michele Sullivan, Aaron D. Baugh et al. SSRN Electronic Journal, 2024. Cites: paper

Aligning to Human Decision-Makers in Military Medical Triage
Matthew Molineaux, Rosina O. Weber, Michael W. Floyd et al. Lecture notes in computer science, 2024. Cites: dataset, paper

Análise de como os componentes do escore SOFA variam ao longo do tempo em sua contribuição para a mortalidade
Barbara D. Lam, Tristan Struja, Yanran Li et al. Critical Care Science, 2024. Cites: paper

Analyzing how the components of the SOFA score change over time in their contribution to mortality
Barbara D. Lam, Tristan Struja, Yanran Li et al. Critical Care Science, 2024. Cites: paper

Anticoagulant Therapy Improves Survival in Non-COVID-19 Pneumonia: A Retrospective Cohort Study
Haiming Hu, Yixing Zhu, Rong Hu et al. SSRN Electronic Journal, 2024. Cites: paper

Application of Data Mining in Pharmaceutical Research
Zhenyu Pan, Limei Zhao, Deyong Jia et al. Frontiers research topics, 2024. Cites: dataset

Atualização da Epimed Monitor Adult ICU Database: 15 anos de uso em registros nacionais, iniciativas de melhoria da qualidade e pesquisa clínica
Márcio Soares, Lunna Perdigão Borges, Leonardo dos Santos Lourenço Bastos et al. Critical Care Science, 2024. Cites: paper

Boosting Long-Tail Data Classification with Sparse Prototypical Networks
Alexei Figueroa, Jens-Michalis Papaioannou, Conor Fallon et al. Lecture notes in computer science, 2024. Cites: dataset

Cardiac Arrest-Associated Coagulopathy Could Predict 30-day Mortality: A Retrospective Study from Medical Information Mart for Intensive Care IV Database
Jingwei Duan, Hongxia Ge, Wenyang Fan et al. Clinical and Applied Thrombosis/Hemostasis, 2024. Cites: paper

Characterizing Temporal Dataset Shifts Explains Ai Performance Changes Over Time: An Evaluation Using the Mimic-Iv Dataset
David Fernández-Narro, Pablo Ferri, Alba Gutiérrez‐Sacristán et al. SSRN Electronic Journal, 2024. Cites: paper

Clinical Datasets: Open Access Electronic Health Records Datasets
Mary Regina Boland. Springer eBooks, 2024. Cites: paper

Clinical Event Knowledge Graphs: Enriching Healthcare Event Data with Entities and Clinical Concepts - Research Paper
Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint. Lecture notes in business information processing, 2024. Cites: paper

Continuous Identification of Sepsis-Associated Acute Heart Failure Patients: An Integrated LSTM-Based Algorithm
Jinhu Zhuang, Linyan Xie, Chenxi Peng et al. Lecture notes in computer science, 2024. Cites: paper

Counterfactual Sepsis Outcome Prediction Under Dynamic and Time-Varying Treatment Regimes.
Megan Su, Stephanie M. Hu, Hong Xiong et al. PubMed, 2024. Cites: paper

Designing machine learning for big data: A study to identify factors that increase the risk of ischemic stroke and prognosis in hypertensive patients
Lingmin Gong, Shiyu Chen, Yuhui Yang et al. Digital Health, 2024. Cites: paper

DMSDR: Drug Molecule Synergy-Enhanced Network for Drug Recommendation with Multi-source Domain Knowledge
Kang An, Mingyu Lu, Yijia Zhang. Lecture notes in computer science, 2024. Cites: paper

Early Enteral Nutrition Could Be Associated with Improved Survival Outcome in Cardiac Arrest
Jingwei Duan, Jianjie Ren, Xiaodan Li et al. Emergency Medicine International, 2024. Cites: dataset, paper

Early Extraordinary Heart Rate and Diastolic Arterial Pressure Predict Mortality in Sepsis Associated Myocardial Injury Patients: A Multi-Center Retrospective Cohort Study
Wanjun Liu, Jinjin Dai, Pengyue Zhang et al. SSRN Electronic Journal, 2024. Cites: paper

Enhancing Natural Language Processing Capabilities in Geriatric Patient Care: An Annotation Scheme and Guidelines
Imane Guellil, Salomé Andres, Bruce Guthrie et al. Lecture notes in computer science, 2024. Cites: paper

Ethics
Mary Regina Boland. Springer eBooks, 2024. Cites: paper

Evaluating Prognostic Bias of Critical Illness Severity Scores Based on Age, Sex, and Primary Language in the United States: A Retrospective Multicenter Study
Xiaoli Liu, Max Shen, Margaret Lie et al. Critical Care Explorations, 2024. Cites: paper

Future Research Questions for Improving COPD Diagnosis and Care
Ahmed S. Sadaka. Frontiers research topics, 2024. Cites: paper

GatorCLR: Personalized Predictions of Patient Outcomes on Electronic Health Records Using Self-Supervised Contrastive Graph Representation
Yuxi Liu, Zhenhao Zhang, Jiacong Mi et al. Journal of Biomedical Informatics, 2024. Cites: paper

Health Analytics and Precision Medicine
Mary Regina Boland. Springer eBooks, 2024. Cites: paper

Impact of Artificial Intelligence in Nursing for Geriatric Clinical Care for Chronic Diseases: A Systematic Literature Review
Mahdieh Poodineh Moghadam, Zabih Allah Moghadam, Mohammad Reza Chalak Qazani et al. IEEE Access, 2024. Cites: paper

Impact of Early Continuous Kidney Replacement Therapy in Patients With Sepsis-Associated Acute Kidney Injury: An Analysis of the MIMIC-IV Database
Yongseop Lee, Jun Hye Seo, Jaeeun Seong et al. Journal of Korean Medical Science, 2024. Cites: paper

Impact of Serum Phosphate Levels During Crrt on Extubation Failure and Hospital Mortality in Mechanically Ventilated Icu Patients
Yucheng Li, Chuanyan Zhao, Xingjie Ma et al. SSRN Electronic Journal, 2024. Cites: paper

Improving Patient Trajectory Forecasts in Hospitals: Using Emergency Department Data for Length of Stay Prediction and Next Hospital Unit Classification
Alexander Winter, Toralf Kirsten, Mattis Hartwig. Communications in computer and information science, 2024. Cites: dataset

Independent effect of the triglyceride-glucose index on all-cause mortality in critically ill patients with chronic obstructive pulmonary disease and asthma: A retrospective cohort study
Wenqiang Zhou, Xin Song, Wei-Hua Dong et al. Chronic Respiratory Disease, 2024. Cites: paper

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