Publications citing MIMIC-III Clinical Database Demo v1.4

AI enabled RPM for mental health facility
Thanveer Shaik, Xiaohui Tao, Niall Higgins et al. 2022. Cites: paper

Global healthcare fairness: We should be sharing more, not less, data
Kenneth Patrick Seastedt, Patrick Schwab, Zach O’Brien et al. PLOS Digital Health, 2022. Cites: paper

Lower Platelet-to-Lymphocyte Ratio Was Associated with Poor Prognosis for Newborn Patients in NICU
Yanfei Tang, Yiqun Teng, Lingyan Xu et al. Medicina, 2022. Cites: paper

Plasma anion gap and risk of in-hospital mortality in patients with spontaneous subarachnoid hemorrhage
Linjin Ji, Xin Tong, KaiChun Wang et al. Frontiers in Neurology, 2022. Cites: paper

Red blood cell distribution width predicts gastrointestinal bleeding after coronary artery bypass grafting
Ying Liao, Rongting Zhang, Shanshan Shi et al. BMC Cardiovascular Disorders, 2022. Cites: paper

Multilayer dynamic ensemble model for intensive care unit mortality prediction of neonate patients
Firuz Juraev, Shaker El–Sappagh, Eldor Abdukhamidov et al. Journal of Biomedical Informatics, 2022. Cites: paper

BGLM: big data-guided LOINC mapping with multi-language support
Ke Liu, Martin Witteveen‐Lane, Benjamin Scott Glicksberg et al. JAMIA Open, 2022. Cites: paper

Critical assessment of transformer-based AI models for German clinical notes
Manuel Lentzen, Sumit Madan, Vanessa Lage‐Rupprecht et al. JAMIA Open, 2022. Cites: paper

Association Between Serum Sodium Level Trajectories and Survival in Patients with Heart Failure
Yan‐Mei Xia, Shan Wang, Wei-Dong Wu et al. ESC Heart Failure, 2022. Cites: paper

Machine learning for early prediction of sepsis-associated acute brain injury
Chenglong Ge, Fuxing Deng, Wei Chen et al. Frontiers in Medicine, 2022. Cites: paper

Penalized Spline-Involved Tree-based (PenSIT) Learning for estimating an optimal dynamic treatment regime using observational data
Kelly A. Speth, Michael R. Elliott, Juan L. Marquez et al. Statistical Methods in Medical Research, 2022. Cites: paper

Association of baseline blood glucose levels with 30-day mortality in patients with acute kidney injury: a retrospective cohort study
Xu Li, Rui Pu, Qin Zhang et al. Annals of Palliative Medicine, 2022. Cites: paper

Development and validation of prediction model using nursing notes on sentiment scores for prognosis of patients with severe acute kidney injury receiving continuous renal replacement therapy based on computational intelligence algorithms
Danfeng Zha, Xionghao Yang, Haifen Zhang et al. Annals of Translational Medicine, 2022. Cites: paper

Text2EL: Exploiting Unstructured Text for Event Log Enrichment
Dakshi Kapugama Geeganage, Moe Thandar Wynn, Arthur H. M. ter Hofstede. International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), 2022. Cites: paper

Venous thromboembolism in critically ill patients with pneumonia in the pre‐COVID‐19 era: Data from a large public database
Miguel Pisani, Fernanda Andrade Orsi, Joyce Maria Annichino‐Bizzacchi et al. Research and Practice in Thrombosis and Haemostasis, 2022. Cites: paper

A prediction model for 30-day mortality of sepsis patients based on intravenous fluids and electrolytes
Yan Wang, Songqiao Feng. Medicine, 2022. Cites: paper

A Machine Learning Model to Predict Diuretic Resistance
Joey A. Mercier, Thomas W. Ferguson, Navdeep Tangri. Kidney360, 2022. Cites: paper

Increased variability of mean arterial pressure is associated with increased risk of short-term mortality in intensive care unit: A retrospective study
Jia Yao, Dandan Liu, Wei-Feng Huang et al. Frontiers in Neurology, 2022. Cites: paper

Support vector machine deep mining of electronic medical records to predict the prognosis of severe acute myocardial infarction
Xingyu Zhou, Xianying Li, Zijun Zhang et al. Frontiers in Physiology, 2022. Cites: paper

xPM: Enhancing exogenous data visibility
Adam Banham, Sander J. J. Leemans, Moe Thandar Wynn et al. Artificial Intelligence in Medicine, 2022. Cites: paper

Chronic Kidney Disease as a Cardiovascular Disorder—Tonometry Data Analyses
Mateusz Grzegorz Twardawa, Piotr Formanowicz, Dorota Formanowicz. International Journal of Environmental Research and Public Health, 2022. Cites: paper

Neutrophil Percentage to Albumin Ratio was Associated with Clinical Outcomes in Coronary Care Unit Patients
Chenghui Cai, Biyang Zhang, Tienan Sun et al. Reviews in Cardiovascular Medicine, 2022. Cites: paper

Serum albumin and the short-term mortality in individuals with congestive heart failure in intensive care unit: an analysis of MIMIC
Peng Chao, Xinyue Cui, Shanshan Wang et al. Scientific Reports, 2022. Cites: paper

ChartWalk: Navigating large collections of text notes in electronic health records for clinical chart review
Nicole Sultanum, Farooq Naeem, Michael Brudno et al. IEEE Transactions on Visualization and Computer Graphics, 2022. Cites: paper

Continual learning of longitudinal health records
Jacob Armstrong, David Andrew Clifton. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2022. Cites: paper

COPER: Continuous Patient State Perceiver
Vinod Kumar Chauhan, Anshul Thakur, Odhran O’Donoghue et al. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2022. Cites: paper

Identify diabetic retinopathy-related clinical concepts and their attributes using transformer-based natural language processing methods
Zehao Yu, Xi Yang, Gianna L Sweeting et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011–2022)
Hui Wen Loh, Chui Ping Ooi, Silvia Seoni et al. Computer Methods and Programs in Biomedicine, 2022. Cites: paper

Association between predialysis creatinine and mortality in acute kidney injury patients requiring dialysis
Hsin-Hsiung Chang, Chia‐Lin Wu, Chun‐Chieh Tsai et al. PLoS ONE, 2022. Cites: paper

MediCoSpace : Visual Decision-Support for Doctor-Patient Consultations using Medical Concept Spaces from EHRs
Sanne van der Linden, Rita Sevastjanova, Mathias Funk et al. ACM Transactions on Management Information Systems, 2022. Cites: paper

Temporal deep learning framework for retinopathy prediction in patients with type 1 diabetes
Sara Rabhi, Frédéric Blanchard, Alpha Mamadou Diallo et al. Artificial Intelligence in Medicine, 2022. Cites: paper

A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management
Ying Zhang, Mutahar Safdar, Jiarui Xie et al. Journal of Intelligent Manufacturing, 2022. Cites: paper

Assessing Potassium Levels in Critically Ill Patients with Heart Failure: Application of a Group-Based Trajectory Model
Zehao Lin, Jiawei Zheng, Xiaochun Liu et al. ESC Heart Failure, 2022. Cites: paper

Linear normalization attention neural Hawkes process
Zhiyan Song, Jian–wei Liu, Jie Min Yang et al. Neural Computing and Applications, 2022. Cites: paper

Initial Development of an Automated Platform for Assessing Trainee Performance on Case Presentations
Andrew J. King, Jeremy M. Kahn, Emily B. Brant et al. ATS Scholar, 2022. Cites: paper

Comparison of machine learning algorithms to SAPS II in predicting in-hospital mortality of fractures of the pelvis and acetabulum: analyzes based on MIMIC-III database
Xiang Jiang, Weifan Dai, Yanrong Cai et al. All Life, 2022. Cites: paper

Invasive mechanical ventilation probability estimation using machine learning methods based on non-invasive parameters
Huiquan Wang, Chengyi Wang, Jiameng Xu et al. Biomedical Signal Processing and Control, 2022. Cites: paper

Modelling patient trajectories using multimodal information
João Silva, Sérgio Matos. Journal of Biomedical Informatics, 2022. Cites: paper

Generalizing through Forgetting -- Domain Generalization for Symptom Event Extraction in Clinical Notes
Sitong Zhou, Kevin Lybarger, Yetisgen, Meliha et al. PubMed Central, 2022. Cites: paper

Integrated multimodal artificial intelligence framework for healthcare applications
Luis R. Soenksen, Yu Ma, Cynthia Zeng et al. npj Digital Medicine, 2022. Cites: paper

Relationship between hyperglycaemia at admission and prognosis in patients with acute myocardial infarction: a retrospective cohort study
Linlin Liu, Jun Qian, Wenwen Yan et al. Postgraduate Medical Journal, 2022. Cites: paper

An AI based digital-twin for prioritising pneumonia patient treatment
Neeraj Kavan Chakshu, Perumal Nithiarasu. Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine, 2022. Cites: paper

Activated Partial Thromboplastin Time and Mortality in Coronary Artery Bypass Grafting Patients
HuanRui Zhang, Wen Tian, Guoxian Qi et al. Disease Markers, 2022. Cites: paper

Algorithmic fairness datasets: the story so far
Alessandro Fabris, Stefano Messina, Gianmaria Silvello et al. Data Mining and Knowledge Discovery, 2022. Cites: paper

A retrospective cohort study on the association between early coagulation disorder and short-term all-cause mortality of critically ill patients with congestive heart failure
Yiyang Tang, Qin Chen, Benhui Liang et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Current status and trends in researches based on public intensive care databases: A scientometric investigation
Min Li, Shuzhang Du. Frontiers in Public Health, 2022. Cites: paper

Exploring optimal granularity for extractive summarization of unstructured health records: Analysis of the largest multi-institutional archive of health records in Japan
Kenichiro Ando, Takashi Okumura, Mamoru Komachi et al. PLOS Digital Health, 2022. Cites: paper

Insuffisance rénale aiguë en réanimation : facteurs de risque d'origine iatrogène et devenir à long terme
Matthieu Jamme. 2022. Cites: paper

Natural language processing in clinical neuroscience and psychiatry: A review
Claudio Crema, Giuseppe Attardi, Daniele Sartiano et al. Frontiers in Psychiatry, 2022. Cites: paper

A study into patient similarity through representation learning from medical records
Hoda Memarzadeh, Nasser Ghadiri, Matthias Samwald A et al. Knowledge and Information Systems, 2022. Cites: paper

Cited by