Publications citing MIMIC-III Waveform Database v1.0

Chasing Your Long Tails
Vinith M. Suriyakumar, Nicolas Papernot, Anna Goldenberg et al. ACM Conference on Fairness, Accountability, and Transparency (FAccT), 2021. Cites: paper

Minimum heart rate and mortality in critically ill myocardial infarction patients: an analysis of the MIMIC-III database
Junjie Wang, Lingqu Zhou, Yinyin Zhang et al. Annals of Translational Medicine, 2021. Cites: paper

The Circadian Temperature Trajectory Predicts the Severity and Prognosis in Critically Ill Patients
Hongbin Deng, Xianqiang Yu, Jiajia Lin et al. Research Square, 2021. Cites: paper

Diagnostic accuracy of a dynamically increased red blood cell distribution width in very low birth weight infants with serious bacterial infection
Bin-Fang Guo, Suzhen Sun. The Italian Journal of Pediatrics/Italian journal of pediatrics, 2021. Cites: paper

The prediction value of Glasgow coma scale-pupils score in neurocritical patients: a retrospective study
Yingxin Lin, Sheng Zhang, Weixing Zhang et al. Brain Injury, 2021. Cites: paper

A natural language processing and deep learning approach to identify child abuse from pediatric electronic medical records
Akshaya Vijaya Annapragada, Marcella Donaruma‐Kwoh, Ananth Annapragada et al. PLoS ONE, 2021. Cites: paper

Convolutional Neural Network Model for Intensive Care Unit Acute Kidney Injury Prediction
Sidney Le, Angier O. Allen, Jacob S. Calvert et al. Kidney International Reports, 2021. Cites: paper

Limitations of Transformers on Clinical Text Classification
Shang Bing Gao, Mohammed Alawad, M. Todd Young et al. IEEE Journal of Biomedical and Health Informatics, 2021. Cites: paper

The prediction of mortality influential variables in an intensive care unit: a case study
Naghmeh Khajehali, Zohreh Khajehali, Mohammad Jafar Tarokh. Personal and Ubiquitous Computing, 2021. Cites: paper

Association Between Dexamethasone and Delirium in Critically Ill Patients: A Retrospective Cohort Study of a Large Clinical Database
Zehao Wu, Huili Li, Kaihua Liao et al. Journal of Surgical Research, 2021. Cites: paper

Can Big Data and Machine Learning Improve Our Understanding of Acute Respiratory Distress Syndrome?
Sanket Bhattarai, Ashish Gupta, Eiman A. Ali et al. Cureus, 2021. Cites: paper

Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example*
Patrick J. Thoral, Jan M. Peppink, Ronald H. Driessen et al. Critical Care Medicine, 2021. Cites: paper

Establishment of a Highly Predictive Survival Nomogram For Patients With Sepsis: A Retrospective Cohort Study
Hui Liu, Luming Zhang, Fengshuo Xu et al. Research Square, 2021. Cites: paper

Severity of Illness and Predictive Models in Society of Critical Care Medicine’s First 50 Years: A Tale of Concord and Conflict
Andrew A. Kramer, Jack E. Zimmerman, William A. Knaus. Critical Care Medicine, 2021. Cites: paper

Admission White Blood Cell Count Predicts Short- and Long-Term Mortality in Patients With Acute Aortic Dissection: Data From the MIMIC-III Database
Chiyuan Zhang, Zuli Fu, Xuliang Chen et al. Research Square, 2021. Cites: paper

Impact of Serum Chloride and Sodium in Patients With Decompensated Cirrhosis
Xuandong Jiang. Critical Care Medicine, 2021. Cites: paper

Preoperative Lymphocyte-to-Monocyte Ratio as a Prognostic Predictor of Long-Term Mortality in Cardiac Surgery Patients: A Propensity Score Matching Analysis
Zhuoming Zhou, Mengya Liang, Huawei Wu et al. Frontiers in Cardiovascular Medicine, 2021. Cites: paper

SURVFIT: Doubly sparse rule learning for survival data
Ameer Hamza Shakur, Shuai Huang, Xiaoning Qian et al. Journal of Biomedical Informatics, 2021. Cites: paper

TOP-Net Prediction Model Using Bidirectional Long Short-term Memory and Medical-Grade Wearable Multisensor System for Tachycardia Onset: Algorithm Development Study
Xiaoli Liu, Tongbo Liu, Zhengbo Zhang et al. JMIR Medical Informatics, 2021. Cites: paper

Extracting Drug Names and Associated Attributes From Discharge Summaries: Text Mining Study
Ghada Alfattni, Maksim Belousov, Niels B. Peek et al. JMIR Medical Informatics, 2021. Cites: paper

A Hybrid Model for Family History Information Identification and Relation Extraction: Development and Evaluation of an End-to-End Information Extraction System
Young-Jun Kim, Paul M. Heider, Isabel RH Lally et al. JMIR Medical Informatics, 2021. Cites: paper

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care
Arne Peine, Ahmed Hallawa, Johannes Bickenbach et al. npj Digital Medicine, 2021. Cites: paper

From Extreme Multi-label to Multi-class: A Hierarchical Approach for Automated ICD-10 Coding Using Phrase-level Attention
Cansu Şen, Bingyang Ye, Javed Alexander Aslam et al. arXiv (Cornell University), 2021. Cites: paper

Multi-layer Representation Learning and Its Application to Electronic Health Records
Shan Yang, Xiangwei Zheng, Cun Ji et al. Neural Processing Letters, 2021. Cites: paper

Evaluating the state-of-the-art in missing data imputation for clinical data (Preprint)
Yuan Luo. 2021. Cites: paper

GHS-NET a generic hybridized shallow neural network for multi-label biomedical text classification
Muhammad Ali Ibrahim, Muhammad Usman Ghani Khan, Faiza Mehmood et al. Journal of Biomedical Informatics, 2021. Cites: paper

DeepAISE – An interpretable and recurrent neural survival model for early prediction of sepsis
Supreeth Prajwal Shashikumar, Christopher S. Josef, Ashish Sharma et al. Artificial Intelligence in Medicine, 2021. Cites: paper

Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey
Oliver Maaßen, Sebastian Johannes Fritsch, Julia Palm et al. Journal of Medical Internet Research, 2021. Cites: paper

Hyperphosphatemia rather than hypophosphatemia indicates a poor prognosis in patients with sepsis
Huabin Wang, Lidan Zhang, Wenhua Liao et al. Clinical Biochemistry, 2021. Cites: paper

Multimodal temporal-clinical note network for mortality prediction
Haiyang Yang, Li Kuang, FengQiang Xia. Journal of Biomedical Semantics, 2021. Cites: paper

Serum lactate dehydrogenase level is associated with in-hospital mortality in critically Ill patients with acute kidney injury
Dan Zhang, Lin Shi. International Urology and Nephrology, 2021. Cites: paper

Thyroid hormone levels as a predictor marker predict the prognosis of patients with sepsis
Yiping Wang, Fangyuan Sun, Guangliang Hong et al. The American Journal of Emergency Medicine, 2021. Cites: paper

Exploratory Analysis of Electronic Health Records using Topic Modeling
Ivair Puerari, Denio Duarte, Guilherme Dal Bianco et al. Journal of Information and Data Management, 2021. Cites: paper

Early Detection of Sepsis With Machine Learning Techniques: A Brief Clinical Perspective
Daniele Roberto Giacobbe, Alessio Signori, Filippo Del Puente et al. Frontiers in Medicine, 2021. Cites: paper

Scalable Bayesian Inverse Reinforcement Learning
Alex Chan, Mihaela van der Schaar. arXiv (Cornell University), 2021. Cites: paper

AutoScore: An Automated Warning Score Model for the Early Prediction of Clinical Events
Ibrahim Hammoud, Prateek Prasanna, I. V. Ramakrishnan et al. arXiv (Cornell University), 2021. Cites: paper

Causal Inference for Time series Analysis: Problems, Methods and Evaluation
Raha Moraffah, Paras Sheth, Mansooreh Karami et al. arXiv (Cornell University), 2021. Cites: paper

Deep Reinforcement Learning Techniques in Diversified Domains: A Survey
Surbhi Gupta, Gaurav Singal, Deepak Garg. Archives of Computational Methods in Engineering, 2021. Cites: paper

Machine learning prediction models for prognosis of critically ill patients after open-heart surgery
Zhihua Zhong, Xin Yuan, Shizhen Liu et al. Scientific Reports, 2021. Cites: paper

A Dynamic Ensemble Learning Algorithm based on K-means for ICU mortality prediction
Chonghui Guo, Mucan Liu, Menglin Lu. Applied Soft Computing, 2021. Cites: paper

Electronic healthcare records and external outcome data for hospitalized patients with heart failure
Zhongheng Zhang, Linghong Cao, Rangui Chen et al. Scientific Data, 2021. Cites: paper

Data analytics and clinical feature ranking of medical records of patients with sepsis
Davide Chicco, Luca Oneto. BioData Mining, 2021. Cites: paper

Obesity and Overweight Are Independently Associated with Greater Survival in Critically Ill Diabetic Patients: A Retrospective Cohort Study
Wentao Huang, Yongsong Chen, Guoshu Yin et al. Journal of Diabetes Research, 2021. Cites: paper

A Comprehensive Way to Access Hospital Death Prediction Model for Acute Mesenteric Ischemia: A Combination of Traditional Statistics and Machine Learning
Wenhan Wu, Zong‐Guang Zhou. International Journal of General Medicine, 2021. Cites: paper

Association Between Blood Eosinophils and Mortality in Critically Ill Patients with Acute Exacerbation of Chronic Obstructive Pulmonary Disease: A Retrospective Cohort Study
Jia Yang, Junchao Yang. International Journal of COPD, 2021. Cites: paper

Development and validation of a risk stratification model for predicting the mortality of acute kidney injury in critical care patients
Haofan Huang, Yong Liu, Ming Ting Wu et al. Annals of Translational Medicine, 2021. Cites: paper

Heart rate fluctuation predicts mortality in critically ill patients in the intensive care unit: a retrospective cohort study
Qi Guo, Zhanchao Xiao, Mao-huan Lin et al. Annals of Translational Medicine, 2021. Cites: paper

Overweight is associated with better one-year survival in elderly patients after cardiac surgery: a retrospective analysis of the MIMIC-III database
Yiran Zhang, Qi Zheng, Xiaoyi Dai et al. Journal of Thoracic Disease, 2021. Cites: paper

Red cell distribution width is associated with all-cause mortality in patients with acute stroke: a retrospective analysis of a large clinical database
Han Zhao, Yuanchen Zhao, Zhipeng Wu et al. Journal of International Medical Research, 2021. Cites: paper

Sex Differences in Short- and Long-Term Survival Among Critically Ill Patients with Sepsis
Shan Lin, Wanmei He, Zixuan Hu et al. International Journal of General Medicine, 2021. Cites: paper

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