Publications citing MIMIC-IV v3.1

A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study
Elena Williams, Manuel Kienast, Evelyn Medawar et al. JMIR Medical Informatics, 2023. Cites: dataset

The data driven intensive care unit
Lucas M. Fleuren. 2023. Cites: dataset

Association between prothrombin time-international normalized ratio and prognosis of post-cardiac arrest patients: A retrospective cohort study
Yiyang Tang, Jing Sun, Zaixin Yu et al. Frontiers in Public Health, 2023. Cites: dataset

MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format
Alex M Bennett, Hannes Ulrich, Philip van Damme et al. Journal of the American Medical Informatics Association, 2023. Cites: dataset, paper

Explainable machine learning model for predicting furosemide responsiveness in patients with oliguric acute kidney injury
Meng Jiang, Chun‐Qiu Pan, Jian Li et al. Renal Failure, 2023. Cites: dataset

Development and validation of a prognostic nomogram for Takotsubo syndrome patients in the intensive care units: a retrospective cohort study
Jun Chen, Yimin Wang, Xinyang Shou et al. Scientific Reports, 2023. Cites: dataset

Protective efficacy of statins in patients with Klebsiella pneumoniae bloodstream infection
Qian Xu, Beiwen Zheng, Ping Shen et al. Frontiers in Cellular and Infection Microbiology, 2023. Cites: dataset

Adversarial Learning for Improved Patient Representations
Bharath Shankar, Carol Anne Hargreaves. Lecture notes in computer science, 2023. Cites: dataset

APLICAÇÃO DE TÉCNICAS DE PROCESS MINING PARA ANÁLISE DO PROTOCOLO DE TRATAMENTO DE SEPSIS: UM ESTUDO DE CASO NA BASE DO MIMIC-IV
GABRIEL DA SILVA GONCALVES, MATHEUS YUNJIE QIU. 2023. Cites: paper

Association Between Endothelial Activation and Stress Index and 28-Day Mortality in Septic ICU patients: a Retrospective Cohort Study
Hong-Bo Xu, Ye Yuan, Xue Fang et al. International Journal of Medical Sciences, 2023. Cites: paper

Automatic Diagnosis of Medical Conditions Using Deep Learning With Symptom2Vec
Minji Kim, Inwhee Joe. IEEE Access, 2023. Cites: paper

clulab at MEDIQA-Chat 2023: Summarization and classification of medical dialogues
Kadir Bulut Özler, Steven J. Bethard. Clinical Natural Language Processing Workshop (ClinicalNLP), 2023. Cites: paper

Discovering predictive temporal patterns for Acute Kidney Injury from critical care data.
Beatrice Amico, Carlo Combi, Giovanni Gambaro. PubMed, 2023. Cites: paper

Effects of ondansetron treatment on outcomes of critically ill patients with myocardial infarction partly through its anti-inflammatory activity
Yang Boshen, Yuankang Zhu, Li Taixi et al. International Journal of Medical Sciences, 2023. Cites: dataset

Entity relationship extraction from Chinese electronic medical records based on feature augmentation and cascade binary tagging framework
Xiaoqing Lu, Jijun Tong, Shudong Xia. Mathematical Biosciences & Engineering, 2023. Cites: paper

Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction
Christoph Düsing, Philipp Cimiano. Lecture notes in computer science, 2023. Cites: dataset

Making the Most Out of the Limited Context Length: Predictive Power Varies with Clinical Note Type and Note Section
Hong‐Yi Zheng, Yixin Zhu, Lavender Yao Jiang et al. Annual Meeting of the Association for Computational Linguistics (ACL), 2023. Cites: paper

MDACE: MIMIC Documents Annotated with Code Evidence
Hua Nong Cheng, Rana Jafari, April Russell et al. Annual Meeting of the Association for Computational Linguistics (ACL), 2023. Cites: paper

MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation
Zexue He, Yu Wang, An Yan et al. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023. Cites: paper

MuST: Multimodal Spatiotemporal Graph-Transformer for Hospital Readmission Prediction
Yan Miao, Lequan Yu. Lecture notes in computer science, 2023. Cites: paper

Personalized Medicine with Advanced Analytics
Hongwei Wang, Dai Feng, Yingyi Liu. Springer eBooks, 2023. Cites: dataset

Supporting the Prediction of AKI Evolution Through Interval-Based Approximate Predictive Functional Dependencies
Beatrice Amico, Carlo Combi. Lecture notes in computer science, 2023. Cites: dataset

Using Artificial Intelligence to Generate Synthetic Health Data
Federico Girosi, Sai Prathyush Katragadda, Joshua Steier et al. RAND Corporation eBooks, 2023. Cites: paper

Machine learning and deep learning for blood pressure prediction: a methodological review from multiple perspectives
Keke Qin, Wu Xin Huang, Tao Zhang et al. Artificial Intelligence Review, 2022. Cites: dataset

TERTIAN: Clinical Endpoint Prediction in ICU via Time-Aware Transformer-Based Hierarchical Attention Network
Ying An, Yang Liu, Xianlai Chen et al. Computational Intelligence and Neuroscience, 2022. Cites: dataset

Using machine learning for the early prediction of sepsis-associated ARDS in the ICU and identification of clinical phenotypes with differential responses to treatment
Yu Bai, Jingen Xia, Xu Huang et al. Frontiers in Physiology, 2022. Cites: dataset

Value of Central Venous Pressure Monitoring in the Patients with Sepsis-Associated Acute Kidney Injury
Yaya Xu, Xiangmei Kong, Xiaodong Zhu et al. Disease Markers, 2022. Cites: dataset

Developing robust benchmarks for driving forward AI innovation in healthcare
Diana Mincu, Subhrajit Roy. Nature Machine Intelligence, 2022. Cites: dataset

Association between patient race/ethnicity and invasive ventilation in hypoxemic respiratory failure
Fred M. Abdelmalek, Federico Angriman, Julie E. Moore et al. medRxiv, 2022. Cites: dataset

Prediction of 30-day mortality in heart failure patients with hypoxic hepatitis: Development and external validation of an interpretable machine learning model
Run Sun, Xue Wang, Haiyan Jiang et al. Frontiers in Cardiovascular Medicine, 2022. Cites: dataset

Benchmarking emergency department prediction models with machine learning and public electronic health records
Feng Xie, Jun Rong Zhou, Jin Wee Lee et al. Scientific Data, 2022. Cites: dataset

Artificial intelligence-based methods for fusion of electronic health records and imaging data
Farida Mohsen, Hazrat Ali, Nady El Hajj et al. Scientific Reports, 2022. Cites: dataset

Lifting Hospital Electronic Health Record Data Treasures: Challenges and Opportunities
Alexander Maletzky, Carl Böck, Thomas Tschoellitsch et al. JMIR Medical Informatics, 2022. Cites: dataset

High red blood cell distribution width is associated with the mortality of critically ill cancer patients: A propensity-matching study
Jiahao Zhou, Linya Feng, Yan Zhang et al. Advances in Clinical and Experimental Medicine, 2022. Cites: dataset

Explainable time-series deep learning models for the prediction of mortality, prolonged length of stay and 30-day readmission in intensive care patients
Yuhan Deng, Shuang Liu, Ziyao Wang et al. Frontiers in Medicine, 2022. Cites: dataset

A machine learning approach identifies unresolving secondary pneumonia as a contributor to mortality in patients with severe pneumonia, including COVID-19
Catherine A. Gao, Nikolay S. Markov, Thomas Stoeger et al. medRxiv, 2022. Cites: dataset

Outcomes of hyperlactatemia on admission in critically ill patients with acute myocardial infarction: A retrospective study from MIMIC-IV
Ting Lu, Liao Tan, Kai Xu et al. Frontiers in Endocrinology, 2022. Cites: dataset

Using machine learning methods to predict the lactate trend of sepsis patients in the ICU
Mustafa Kemal Arslantaş, Tunç Aşuroğlu, Reyhan Arslantaş et al. Research Square, 2022. Cites: dataset

Appropriate empirical antifungal therapy is associated with a reduced mortality rate in intensive care unit patients with invasive fungal infection: A real-world retrospective study based on the MIMIC-IV database
Manka Zhang, Zhi-guo Rao, Tao Ma et al. Frontiers in Medicine, 2022. Cites: dataset

Development and validation of a predictive model for in-hospital mortality in patients with sepsis-associated liver injury
Yousheng Liu, Run Sun, Haiyan Jiang et al. Annals of Translational Medicine, 2022. Cites: dataset

The effects of angiotensin-converting enzyme inhibitors and angiotensin II receptor blockers in critically ill patients with acute kidney injury: An observational study using the MIMIC database
Xu Zhu, Jing Xue, Zheng Liu et al. Frontiers in Pharmacology, 2022. Cites: dataset

Development and validation of an interpretable 3 day intensive care unit readmission prediction model using explainable boosting machines
Stefan Hegselmann, Christian Ertmer, Thomas Volkert et al. Frontiers in Medicine, 2022. Cites: dataset

Development and validation of outcome prediction models for acute kidney injury patients undergoing continuous renal replacement therapy
Bo Li, Yan Huo, Kun Zhang et al. Frontiers in Medicine, 2022. Cites: dataset

Association of platelet count trajectories with clinical outcomes in patients with sepsis: a retrospective cohort study based on the MIMIC-IV database
Dong Wang, Zepeng Zhu, Xun Lu et al. Research Square, 2022. Cites: dataset

Evaluating Prognostic Bias of Critical Illness Severity Scores Based on Age, Gender, and Primary Language in the USA: A Retrospective Multicenter Study
Xiaoli Liu, Max Shen, Margaret Lie et al. medRxiv, 2022. Cites: dataset

Association Between Red Blood Cell Distribution Width–Albumin Ratio and Hospital Mortality in Chronic Obstructive Pulmonary Disease Patients Admitted to the Intensive Care Unit: A Retrospective Study
Yuanjie Qiu, Yan Wang, Nirui Shen et al. International Journal of COPD, 2022. Cites: dataset

Combining attention with spectrum to handle missing values on time series data without imputation
Yen-Pin Chen, Chien‐Hua Huang, Yuan–Hsun Lo et al. Information Sciences, 2022. Cites: dataset

Prolonged activated partial thromboplastin time predicts poor short‐term prognosis in patients with acute pancreatitis: A retrospective cohort study
Yuping Yang, Shenshen Du, Weinan Yuan et al. Clinical and Translational Science, 2022. Cites: dataset

The B-Score is a novel metric for measuring the true performance of blood pressure estimation models
Tomas Lucca Bothe, Andreas Reinhold Patzak, Niklas Pilz. Scientific Reports, 2022. Cites: dataset

Abnormal blood 25-hydroxyvitamin D in critically ill patients: prevalence, predictors, and its association with in-hospital mortality
Juntao Xie, Qingui Chen, Dejian He. European journal of medical research, 2022. Cites: dataset

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