Publications citing MIMIC-IV v3.1

Machine learning model for the prediction of gram-positive and gram-negative bacterial bloodstream infection based on routine laboratory parameters
Fan Zhang, Hao Wang, Li-Yu Daisy Liu et al. BMC Infectious Diseases, 2023. Cites: dataset

OSM: Leveraging model checking for observing dynamic behaviors in aspect-oriented applications
Anas Alsobeh. Online Journal of Communication and Media Technologies, 2023. Cites: paper

Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy
Amir Kamel Rahimi, Moji Ghadimi, Anton H. van der Vegt et al. BMC Medical Informatics and Decision Making, 2023. Cites: dataset

Few-shot ICD coding with knowledge transfer and evidence representation
Fei Teng, Quanmei Zhang, Xiaomin Zhou et al. Expert Systems with Applications, 2023. Cites: paper

Participant Flow Diagrams for Health Equity in AI Research
Jacob Ellen, João Carlos Ramos Gonçalves de Matos, Martin Viola et al. medRxiv, 2023. Cites: paper

Exploring disease axes as an alternative to distinct clusters for characterizing sepsis heterogeneity
Zhongheng Zhang, Lin Chen, Xiaoli Liu et al. Intensive Care Medicine, 2023. Cites: paper

Medical Informatics Operating Room Vitals and Events Repository (MOVER): a public-access operating room database
Muntaha Samad, Mirana Angel, Joseph B. Rinehart et al. JAMIA Open, 2023. Cites: paper

BOLD: Blood-gas and Oximetry Linked Dataset – Open Source Research
João Carlos Ramos Gonçalves de Matos, Tristan Struja, Jack Gallifant et al. medRxiv, 2023. Cites: dataset

Machine learning-based prediction model of acute kidney injury in patients with acute respiratory distress syndrome
Shuxing Wei, Yongsheng Zhang, Hongmeng Dong et al. BMC Pulmonary Medicine, 2023. Cites: paper

ASSOCIATION BETWEEN PLASMA TRANSFUSION AND IN-HOSPITAL MORTALITY IN CRITICALLY ILL PATIENTS WITH SEPSIS-INDUCED COAGULOPATHY
Renli Wang, Rongjun Liu, Zhaojun Xu. Shock, 2023. Cites: dataset

Association of Red Cell Index and Hospital Mortality in Chronic Obstructive Pulmonary Disease Patients Admitted to the Intensive Care Unit: A Retrospective Cohort Study
Yushan Shi, Yanfei Shi, Zhangmeng Xu et al. International Journal of COPD, 2023. Cites: paper

Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings
Akhil Vaid, Ashwin Shreekant Sawant, Mayte Suárez‐Fariñas et al. Annals of Internal Medicine, 2023. Cites: dataset

The application of artificial intelligence in the management of sepsis
Jie Yang, Sicheng Hao, Jiajie Huang et al. Medical Review, 2023. Cites: paper

Retos de la inteligencia artificial y sus posibles soluciones desde la perspectiva de un editorialista humano
Diego M. López. Biomédica, 2023. Cites: paper

A Retrospective Cohort Study of the Association of Inpatient Amlodipine Dose With Renal Complication Rates and Hospital Length of Stay
Eric Raphael Gottlieb, Stephen S. Gottlieb. Cureus, 2023. Cites: paper

Racial Disparities in Invasive ICU Treatments Among Septic Patients: High Resolution Electronic Health Records Analysis from MIMIC-IV
Sara Mohammed, João Carlos Ramos Gonçalves de Matos, Matthieu Doutreligne et al. The Yale Journal of Biology and Medicine, 2023. Cites: paper

Introducing the BlendedICU dataset, the first harmonized, international intensive care dataset
Matthieu Oliver, Jérôme Allyn, Rémi Carencotte et al. Journal of Biomedical Informatics, 2023. Cites: paper

ML-Based AKI Prediction in Acute Pancreatitis: Innovative Models from MIMIC-IV Database
Sheng-Wei Lin, Wenbin Lu, Ting Wang et al. Research Square, 2023. Cites: paper

MDF-Net for abnormality detection by fusing X-rays with clinical data
Chihcheng Hsieh, Isabel Blanco Nobre, Sandra Costa Sousa et al. Scientific Reports, 2023. Cites: dataset

Development of machine learning models for predicting acute respiratory distress syndrome：evidence from the MIMIC-III and MIMIC-IV
Mingkun Yang, Weihang Hu, Jing Yan. Research Square, 2023. Cites: paper

Effectiveness and Limitations of existing techniques for privacy preservation data mining (PPDM) for Medical Data
Amol R Kulkarni, Sujatha Kamepalli. ASIAN JOURNAL OF CONVERGENCE IN TECHNOLOGY, 2023. Cites: paper

Effects of intra-aortic balloon pump on in-hospital outcomes and 1-year mortality in patients with acute myocardial infarction complicated by cardiogenic shock
Dingfeng Fang, Dongdong Yu, Jiabin Xu et al. BMC Cardiovascular Disorders, 2023. Cites: dataset, paper

Clinical implications of urine output-based sepsis-associated acute kidney injury
Daisuke Kasugai, Takaya Nakashima, Tadahiro Goto. Intensive Care Medicine, 2023. Cites: paper

Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation
Xiaoli Liu, Pan Hu, Wesley Lok Kin Yeung et al. The Lancet Digital Health, 2023. Cites: paper

Association Between the Neutrophil-Lymphocyte Ratio and Prognosis of Patients Admitted to the Intensive Care Unit With Chronic Heart Failure: A Retrospective Cohort Study
Jinhang Che, Jiaqi Song, Yuxiang Long et al. Angiology, 2023. Cites: dataset

A One-Size-Fits-Three Representation Learning Framework for Patient Similarity Search
Yefan Huang, Feng Luo, Xiaoli Wang et al. Data Science and Engineering, 2023. Cites: dataset

Association between triglyceride-glucose index and AKI in ICU patients based on MIMICIV database: a cross-sectional study
Zihan Jin, Kai Zhang. Renal Failure, 2023. Cites: dataset

Evaluating the Impact of Social Determinants on Health Prediction in the Intensive Care Unit
Ming Ying Yang, Gloria Hyunjung Kwak, Tom Pollard et al. Proceedings of the AAAI/ACM Conference on AI Ethics and Society, 2023. Cites: dataset

Consolidated learning: a domain-specific model-free optimization strategy with validation on metaMIMIC benchmarks
Katarzyna Woźnica, Mateusz Grzyb, Zuzanna Trafas et al. Machine Learning, 2023. Cites: dataset

Multimodal Federated Learning: A Survey
Liwei Che, Jiaqi Wang, Yao Zhou et al. Sensors, 2023. Cites: paper

Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities
Jinghui Liu, Daniel Capurro N, Anthony N Nguyen et al. Journal of Biomedical Informatics, 2023. Cites: paper

Early deep-to-light sedation versus continuous light sedation for critically ill patients with mechanical ventilation: a cohort study
Jiayue Xu, Qiao He, Mingqi Wang et al. Research Square, 2023. Cites: paper

Associations Between Dysphagia and Adverse Health Outcomes in Older Adults with Dementia in Intensive Care Units: A Retrospective Cohort Study
Hongtao Cheng, Xingwen Deng, Jieyao Li et al. Clinical Interventions in Aging, 2023. Cites: paper

The predictive values of admission characteristics for 28-day all-cause mortality in septic patients with diabetes mellitus: a study from the MIMIC database
Chengyu Yang, Yu Jiang, Cailin Zhang et al. Frontiers in Endocrinology, 2023. Cites: paper

Exploiting Machine Learning Technologies to Study the Compound Effects of Serum Creatinine and Electrolytes on the Risk of Acute Kidney Injury in Intensive Care Units
Hsin-Hung Liu, Yu-Tseng Wang, Meng-Han Yang et al. Diagnostics, 2023. Cites: dataset

Identification of indications for albumin administration in septic patients with liver cirrhosis
Wenhan Hu, Hui Chen, Chencheng Ma et al. Critical Care, 2023. Cites: paper

Association between echocardiography utilization and prognosis in patients with cardiac arrest: A retrospective study based on the MIMIC-IV database
Nan Zhang, Qingting Lin, Huadong Zhu. Research Square, 2023. Cites: paper

Open datasets in perioperative medicine: a narrative review
Leerang Lim, Hyung‐Chul Lee. Anesthesia and Pain Medicine, 2023. Cites: paper

Aspirin reduces the mortality risk of sepsis-associated acute kidney injury: an observational study using the MIMIC IV database
Sining Chen, Shishi Li, Chaoying Kuang et al. Frontiers in Pharmacology, 2023. Cites: dataset

A Natural Language Processing Algorithm for Classifying Suicidal Behaviors in Alzheimer’s Disease and Related Dementia Patients: Development and Validation Using Electronic Health Records Data
Kimia Zandbiglari, Hamid Reza Hasanzadeh, Pareeta Kotecha et al. medRxiv, 2023. Cites: dataset

Dynamic changes in lactate levels within the first 24 hours in septic patients as a prognostic indicator: A retrospective cohort study utilizing latent class growth analysis
Shifeng Li, Tao You, Meili Liu et al. Biomolecules and Biomedicine, 2023. Cites: dataset

Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study
Joakim Edin, Alexander Junge, Jakob D. Havtorn et al. International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023. Cites: paper

Association of statin use after renal replacement therapy with mortality in patients with dialysis-requiring acute kidney injury
Hsin-Hsiung Chang, Wen-Chih Liu, Tsung‐Chang Tsai. International Urology and Nephrology, 2023. Cites: dataset

Association Between Statin Use on Delirium and 30-day Mortality in Patients with Chronic Obstructive Pulmonary Disease
Jiangling Xia, Leilei Wang, Chunhuan Hu et al. Research Square, 2023. Cites: dataset

Predictors and nomogram of in-hospital mortality in sepsis-induced myocardial injury: a retrospective cohort study
Kai-Zhi Xu, Ping Xu, Juanjuan Li et al. BMC Anesthesiology, 2023. Cites: dataset

A risk nomogram for predicting prolonged intensive care unit stays in patients with chronic obstructive pulmonary disease
Hongtao Cheng, Jieyao Li, Fangxin Wei et al. Frontiers in Medicine, 2023. Cites: paper

AnnoDash, a clinical terminology annotation dashboard
Justin Xu, Mjaye Mazwi, Alistair E. W. Johnson. JAMIA Open, 2023. Cites: paper

Beyond mathematics, statistics, and programming: data science, machine learning, and artificial intelligence competencies and curricula for clinicians, informaticians, science journalists, and researchers
William Hersh, Robert E. Hoyt, Steven R. Chamberlin et al. Health Systems, 2023. Cites: paper

Clinical algorithms, racism, and “fairness” in healthcare: A case of bounded justice
Sarah A. El‐Azab, Paige Nong. Big Data & Society, 2023. Cites: paper

Impact of central venous pressure measurement on the prognosis of patients with septic shock: A retrospective analysis of the MIMIC- IV database
Yanchen Lin, Jing Huang, Ying Zhang et al. Perioperative Precision Medicine, 2023. Cites: dataset

Cited by