Publications citing MIMIC-IV v3.1

A Novel Composite Indicator of Predicting Mortality Risk for Heart Failure Patients With Diabetes Admitted to Intensive Care Unit Based on Machine Learning
Boshen Yang, Yuankang Zhu, Lu Xia et al. Frontiers in Endocrinology, 2022. Cites: dataset

Towards an Evolutionary Open Pediatric Intensive Care Dataset in the ELISE Project
Antje Wulff, Elise Study Group BodeLouisaa MastMarcela WulffAntjeab MarschollekMichaela SchamerSvenc RathertHenningc JackThomasc BeerbaumPhilippc RübsamenNicoled BöhnkeJuliad KarchAndréd DasPronaya Prosune WieseLenae Groszewski-AndersChristianf HallerAndreasf FrankTorstenf, Marcel Mast et al. Studies in health technology and informatics, 2022. Cites: dataset

Thiamine May Be Beneficial for Patients With Ventilator-Associated Pneumonia in the Intensive Care Unit: A Retrospective Study Based on the MIMIC-IV Database
Luming Zhang, Shaojin Li, Xuehao Lu et al. Frontiers in Pharmacology, 2022. Cites: dataset

Effect of Stress Ulcers Prophylaxis, Sedative and Statin on Ventilator-Associated Pneumonia: A Retrospective Analysis Based on MIMIC Database
Xuetao Kong, Yaozhou Wu, Bingqin Wen et al. Frontiers in Pharmacology, 2022. Cites: dataset

REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays
Ricardo Bigolin Lanfredi, Mingyuan Zhang, William F. Auffermann et al. Scientific Data, 2022. Cites: dataset

Development and Validation of Machine Learning Models for Real-Time Mortality Prediction in Critically Ill Patients With Sepsis-Associated Acute Kidney Injury
Xiao-Qin Luo, Ping Yan, Shao-Bin Duan et al. Frontiers in Medicine, 2022. Cites: dataset

Infusion of Human Albumin on Acute Pancreatitis Therapy: New Tricks for Old Dog?
Yifei Ma, Tianao Yan, Fengshuo Xu et al. Frontiers in Pharmacology, 2022. Cites: dataset

Early Combination of Albumin With Crystalloid Administration Might Reduce Mortality in Patients With Cardiogenic Shock: An Over 10-Year Intensive Care Survey
Zhi-Ye Zou, Bin Wang, Wen-jun Peng et al. Frontiers in Cardiovascular Medicine, 2022. Cites: dataset

Ethnic disparities in publicly-available pulse oximetry databases
Fatemeh Y. Sinaki, Rabab Kreidieh Ward, Derek Abbott et al. Communications Medicine, 2022. Cites: dataset

Leveraging clinical data across healthcare institutions for continual learning of predictive risk models
Fatemeh Amrollahi, Supreeth Prajwal Shashikumar, Andre L. Holder et al. Scientific Reports, 2022. Cites: dataset

The association between anion gap and in-hospital mortality of post-cardiac arrest patients: a retrospective study
Jun Chen, Chuxing Dai, Yang Yang et al. Scientific Reports, 2022. Cites: dataset

Development and validation of a prediction model for in-hospital mortality of patients with severe thrombocytopenia
Yan Lu, Qiaohong Zhang, Jinwen Jiang. Scientific Reports, 2022. Cites: dataset

Association Between Platelet Levels and 28-Day Mortality in Patients With Sepsis: A Retrospective Analysis of a Large Clinical Database MIMIC-IV
Danni Wang, Suning Wang, Hao Wu et al. Frontiers in Medicine, 2022. Cites: dataset

A survey of automated International Classification of Diseases coding: development, challenges, and applications
Chenwei Yan, Xiangling Fu, Xien Liu et al. Intelligent Medicine, 2022. Cites: dataset

Increased normalized lactate load is associated with higher mortality in both sepsis and non-sepsis patients: an analysis of the MIMIC-IV database
Han Chen, Shurong Gong, Rongguo Yu. BMC Anesthesiology, 2022. Cites: dataset

Association between early elevated phosphate and mortality among critically ill elderly patients: a retrospective cohort study
Jie Yang, Yisong Cheng, Ruoran Wang et al. BMC Geriatrics, 2022. Cites: dataset

Predictive Value of the Baseline and Early Changes in Blood Eosinophils for Short-Term Mortality in Patients with Acute Respiratory Distress Syndrome
Junnan Peng, Rui Tang, Di Qi et al. Journal of Inflammation Research, 2022. Cites: dataset

Early warning model for death of sepsis via length insensitive temporal convolutional network
Minghui Gong, Jingming Liu, Chunping Li et al. Medical & Biological Engineering & Computing, 2022. Cites: dataset

Impact of central venous pressure on the mortality of patients with sepsis-related acute kidney injury: a propensity score-matched analysis based on the MIMIC IV database
Yan Huo, Xinrui Wang, Bo Li et al. Annals of Translational Medicine, 2022. Cites: dataset

The Correlation Between the Types of Initial Bacterial Infection and Clinical Prognosis in Patients With Septic AKI
Li Tian, Jing yuan Liu, Jing feng Liu et al. Frontiers in Medicine, 2022. Cites: dataset

Paroxetine and Mortality in Heart Failure: A Retrospective Cohort Study
Hongxuan Xu, Ling‐bing Meng, Huanyu Long et al. Frontiers in Cardiovascular Medicine, 2022. Cites: dataset

Atrial Fibrillation Is Not an Independent Determinant of Mortality Among Critically Ill Acute Ischemic Stroke Patients: A Propensity Score-Matched Analysis From the MIMIC-IV Database
Chen-Shu Wu, Po‐Huang Chen, Shu‐Hao Chang et al. Frontiers in Neurology, 2022. Cites: dataset

Attribute-Driven Case Notion Discovery for Unlabeled Event Logs
Tom Lichtenstein, Dorina Bano, Mathias Weske. Lecture notes in business information processing, 2022. Cites: dataset

BERT for Long Documents: A Case Study of Automated ICD Coding
Arash Afkanpour, Shabir Adeel, Hansenclever F. Bassani et al. International Workshop on Health Text Mining and Information Analysis (LOUHI), 2022. Cites: dataset

Change Detection in Dynamic Event Attributes
Jonas Cremerius, Mathias Weske. Lecture notes in business information processing, 2022. Cites: dataset

Cluster Analysis of Low-Dimensional Medical Concept Representations from Electronic Health Records
Fernando Jaume-Santero, Boya Zhang, Dimitrios Proios et al. Lecture notes in computer science, 2022. Cites: dataset

Data and Computation: A Contemporary Landscape
Ida Sim, Marina Sirota. Cognitive informatics in biomedicine and healthcare, 2022. Cites: dataset

InDISP: An Interpretable Model for Dynamic Illness Severity Prediction
Xinyu Ma, Meng Wang, Xing Liu et al. Lecture notes in computer science, 2022. Cites: dataset

Machine Learning Models for Predicting 30-Day Readmission of Elderly Patients Using Custom Target Encoding Approach
Nodira Nazyrova, Thierry Chaussalet, Salma Chahed. Lecture notes in computer science, 2022. Cites: dataset

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis (LOUHI)
2022. Cites: dataset

Querying Temporal Anomalies in Healthcare Information Systems and Beyond
Christina Khnaisser, Hind Hamrouni, David B. Blumenthal et al. Lecture notes in computer science, 2022. Cites: dataset

Impact of Platelet Transfusion Thresholds on Outcomes of Patients With Sepsis: Analysis of the MIMIC-IV Database
Wei Zhou, Chenyu Fan, Shuangjun He et al. Shock, 2021. Cites: dataset

Association of Prior to Intensive Care Unit Statin Use With Outcomes on Patients With Acute Kidney Injury
Boxiang Tu, Yuanjun Tang, Yi Cheng et al. Frontiers in Medicine, 2021. Cites: dataset

A Nomogram for Predicting In-Hospital Mortality in Patients with Takotsubo Syndrome
Jun Chen, Yimin Wang, Xinyang Shou et al. Research Square, 2021. Cites: dataset

The Association of an Early Net Ultrafiltration Rate and 28-Day Mortality in Patients Receiving Continuous Kidney Replacement Therapy
Buyun Wu, Yining Shen, Yudie Peng et al. Frontiers in Medicine, 2021. Cites: dataset

Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations
Laleh Seyyed-Kalantari, Haoran Zhang, Matthew B. A. McDermott et al. Nature Medicine, 2021. Cites: dataset

Leveraging Data Science for Global Surgery
Julian Euma Ishii-Rousseau, Shion Seino, Joanna L. Ashby et al. Sustainable development goals series, 2021. Cites: dataset

Development and Validation of a Prognostic Nomogram for Cerebral Infarction Patients in Intensive Care Units: a Retrospective Cohort Study
Mei Yu, Jun Chen, Guoping Xu et al. Research Square, 2021. Cites: dataset

Rule-Based Models for Risk Estimation and Analysis of In-hospital Mortality in Emergency and Critical Care
Oliver Haas, Andreas Maier, Eva M. Rothgang. Frontiers in Medicine, 2021. Cites: dataset

A Poisson binomial-based statistical testing framework for comorbidity discovery across electronic health record datasets
Gordon Lemmon, Sergiusz Wesołowski, Alex Henrie et al. Nature Computational Science, 2021. Cites: dataset

Hands on the Medical Informatics Initiative Core Data Set — Lessons Learned from Converting the MIMIC-IV
Hannes Ulrich, Paul Behrend, Joshua Wiedekopf et al. Studies in health technology and informatics, 2021. Cites: dataset

Efficacy of High-Flow Nasal Cannula Oxygen Therapy in Patients with Mild Hypercapnia
Lingling Su, Qinyu Zhao, Taotao Liu et al. Lung, 2021. Cites: dataset

Bias Corrected H-likelihood Approach for Joint Models of Longitudinal and Survival Data, With Application to Community Acquired Pneumonia
Karl Stessy Bisselou, Gleb R. Haynatzki. WSEAS TRANSACTIONS ON BIOLOGY AND BIOMEDICINE, 2021. Cites: dataset

COP-E-CAT
Aishwarya Mandyam, Elizabeth C. Yoo, Jeff Soules et al. ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB), 2021. Cites: dataset

Early Albumin Exposure After Cardiac Surgery
Christopher Thang, Prashanti Marella, Aashish Kumar et al. Journal of Cardiothoracic and Vascular Anesthesia, 2021. Cites: dataset

Risk factor identification and predictive models for central line requirements for patients on vasopressors
Adrian D. Haimovich, Ruoyi Jiang, Richard Andrew Taylor et al. Anaesthesia and Intensive Care, 2021. Cites: dataset

Association of Cardiac Troponin T Concentration on Admission with Prognosis in Critically Ill Patients without Myocardial Infarction: A Cohort Study
Ruijie Xie, Qingui Chen, Wanmei He et al. International Journal of General Medicine, 2021. Cites: dataset

Effects of Stress Hyperglycemia on Short-Term Prognosis of Patients Without Diabetes Mellitus in Coronary Care Unit
Luming Zhang, Zichen Wang, Fengshuo Xu et al. Frontiers in Cardiovascular Medicine, 2021. Cites: dataset

Creation and validation of a chest X-ray dataset with eye-tracking and report dictation for AI development
Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou et al. Scientific Data, 2021. Cites: dataset

Mean Arterial Pressure Should Above 65 mmHg at Vasopressor Weaning — Exploratory Study of Optimal Weaning Blood Pressure for Patients in Intensive Care Unit
Zichen Wang, Luming Zhang, Wen Ma et al. Research Square, 2021. Cites: dataset

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