Publications citing MIMIC-III Clinical Database Demo v1.4

Towards interactive event log forensics: Detecting and quantifying timestamp imperfections
D.A. Fischer, Kanika Goel, Robert Andrews et al. Information Systems, 2022. Cites: paper

Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish
Alberto Blanco, Sonja Remmer, Alicia Pérez et al. Journal of Biomedical Informatics, 2022. Cites: paper

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: paper

Saisie de prescriptions médicales en langage naturel sur terminaux mobiles
Ali Can Kocabiyikoglu. 2022. Cites: paper

Acute kidney injury in traumatic brain injury intensive care unit patients
Zheng-Yang Huang, Yong Liu, Haofan Huang et al. World Journal of Clinical Cases, 2022. Cites: paper

The Association Of Blood Urea Nitrogen To Creatinine Ratio And The Prognosis Of Critically Ill Patients With Cerebral Infarction: A Cohort Study
Ting Chen, Aiping Li, Qi Gong et al. Research Square, 2022. Cites: paper

Acute kidney injury in traumatic brain injury intensive care unit patients
Zheng-Yang Huang, Yong Liu, Haofan Huang et al. World Journal of Clinical Cases, 2022. Cites: paper

Endotypes and the Path to Precision in Moderate and Severe Traumatic Brain Injury
Tej Deepak Azad, Pavan P. Shah, Han Kim et al. Neurocritical Care, 2022. Cites: paper

BCDRRLE: A Bidirectional Cross-Dynamic Round Robin Learning Encoder Model for Medical Sentence Similarity (Preprint)
Bo Huang. 2022. Cites: paper

A machine learning-based risk stratification tool for in-hospital mortality of intensive care unit patients with heart failure
Cida Luo, Yi Zhu, Zhou Zhu et al. Journal of Translational Medicine, 2022. Cites: paper

Cardiac troponin-T combined with Hemoglobin and some clinical characteristics to predict mortality of sepsis patients in adult: A retrospective cohort study
Kai-Zhi Xu, Ping Xu, Juanjuan Li et al. Research Square, 2022. Cites: paper

Design and Implementation of a Perioperative Medical Data Quality Management Platform
Jie Cao, Zhang Ju, Xiao Lin et al. International Conference on Information Communication and Software Engineering (ICICSE), 2022. Cites: paper

Pain Level Modeling of Intensive Care Unit patients with Machine Learning Methods: An Effective Congeneric Clustering-based Approach
Ruijie Fang, Ruoyu Zhang, Sayed Mohammad Hosseini et al. International Conference on Intelligent Medicine and Image Processing (IMIP), 2022. Cites: paper

Critical Care Database Comprising Patients With Infection
Ping Xu, Lin Chen, Yuanfang Zhu et al. Frontiers in Public Health, 2022. Cites: paper

The neutrophil percentage-to-albumin ratio is associated with all-cause mortality in critically ill patients with acute myocardial infarction
Ya Lin, Yanhan Lin, Juanqing Yue et al. BMC Cardiovascular Disorders, 2022. Cites: paper

Diagnostic Features and Potential Applications of PPG Signal in Healthcare: A Systematic Review
Malak Abdullah Almarshad, Md Saiful Islam, Saad A. Al-Ahmadi et al. Healthcare, 2022. Cites: paper

Inteligência artificial no estudo do Direito Processual: metodologia de pesquisa empírica na agenda do acesso à justiça
Marcel de Souza Höfling. 2022. Cites: paper

Sepsis-3 criteria in AmsterdamUMCdb: open-source code implementation
Tom Edinburgh, Stephen J. Eglen, Patrick J. Thoral et al. Gigabyte, 2022. Cites: paper

Video‐evoked fMRI BOLD responses are highly consistent across different data acquisition sites
Lisa A. Byrge, Dorit Kliemann, Ye He et al. Human Brain Mapping, 2022. Cites: paper

Norepinephrine Use in Cardiogenic Shock Patients is Associated with Increased 30 Day Mortality
Xin Lu, Xue Wang, Yanxia Gao et al. ESC Heart Failure, 2022. Cites: paper

A Novel Method to Improve the Identification of Time of Intubation for Retrospective EHR Data Analysis During a Time of Resource Strain, the COVID-19 Pandemic
Alex Makhnevich, Amir Gandomi, Yiduo Wu et al. American Journal of Medical Quality, 2022. Cites: paper

Optimized Signal Quality Assessment for Photoplethysmogram Signals Using Feature Selection
Fahimeh Mohagheghian, Dong Han, Andrew G. Peitzsch et al. IEEE Transactions on Biomedical Engineering, 2022. Cites: paper

A Review of Anonymization for Healthcare Data
Iyiola Emmanuel Olatunji, Jens Rauch, Matthias Katzensteiner et al. Big Data, 2022. Cites: paper

Risk of acute kidney injury associated with anti-pseudomonal and anti-MRSA antibiotic strategies in critically ill patients
Jean Côté, Michaël Desjardins, Jean‐François Cailhier et al. PLoS ONE, 2022. Cites: paper

HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing
Sonish Sivarajkumar, Yanshan Wang. PubMed Central, 2022. Cites: paper

Neural Language Modeling of Unstructured Clinical Notes for Automated Patient Phenotyping
Akshara Prabhakar, S Shidharth, S. Sowmya Kamath. Conference on Information Sciences and Systems, 2022. Cites: paper

External validation of the Hospital Frailty Risk Score among older adults receiving mechanical ventilation
Eric J. Sy, Sandy Kassir, Jonathan F. Mailman et al. Research Square, 2022. Cites: paper

Hap-pulse: A Wearable Vibrotactile Glove for Medical Pulse Wave Rendering
Hu Luo, Yuxiang Fu, Ning Ding et al. IEEE Transactions on Haptics, 2022. Cites: paper

Identification of data elements for blood gas analysis dataset: a base for developing registries and artificial intelligence-based systems
Sahar Zare, Zahra Meidani, Maryam Ouhadian et al. BMC Health Services Research, 2022. Cites: paper

MedionRep: Medical Ontology Representation using Graph Embedding with Medical Text
Young Hak Kim, Jee Eun Song, Tae Joon Jun. Research Square, 2022. Cites: paper

Q3: An ICU Acuity Score for Exploring the Effects of Changing Acuity Throughout the Stay
Stephen E. Brossette, Ning Zheng, Daisy Y. Wong et al. medRxiv, 2022. Cites: paper

A Federated Learning-Based Light-Weight Privacy-Preserving Framework for Smart Healthcare Systems
Velumani Ramesh, S. Hariharasitaraman, Sundaram Sankar Ganesh et al. Advances in wireless technologies and telecommunication book series, 2022. Cites: paper

A Machine Learning-Based Prediction Model for Acute Kidney Injury in Patients With Congestive Heart Failure
Xi Peng, Le Li, Xinyu Wang et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Association of Fluid Management With Mortality of Sepsis Patients With Congestive Heart Failure: A Retrospective Cohort Study
Ning Dong, Nan Gao, Wenxin Hu et al. Frontiers in Medicine, 2022. Cites: paper

A survey: From shallow to deep machine learning approaches for blood pressure estimation using biosensors
Sumbal Maqsood, Shuxiang Xu, Son N. Tran et al. Expert Systems with Applications, 2022. Cites: paper

Systematic Review and Comparison of Publicly Available ICU Data Sets—A Decision Guide for Clinicians and Data Scientists
Christopher Martin Sauer, Tariq A. Dam, Leo Anthony Celi et al. Critical Care Medicine, 2022. Cites: paper

A Novel Nomogram for Predicting Morbidity Risk in Patients with Secondary Malignant Neoplasm of Bone and Bone Marrow: An Analysis Based on the Large MIMIC-III Clinical Database
Guiqiang Miao, Zhaohui Li, Linjian Chen et al. International Journal of General Medicine, 2022. Cites: paper

Chancen der Digitalisierung für innovative Gesundheitsforschung und -versorgung
Gernot Marx. AINS - Anästhesiologie · Intensivmedizin · Notfallmedizin · Schmerztherapie, 2022. Cites: paper

Künstliche Intelligenz: Herausforderungen und Nutzen in der Intensivmedizin
Lukas Märtin, Arne Peine, Maike Gronholz et al. AINS - Anästhesiologie · Intensivmedizin · Notfallmedizin · Schmerztherapie, 2022. Cites: paper

Künstliche Intelligenz: Infrastrukturen und Voraussetzungen auf europäischer Ebene
Sebastian Johannes Fritsch, Oliver Maaßen, Morris Riedel. AINS - Anästhesiologie · Intensivmedizin · Notfallmedizin · Schmerztherapie, 2022. Cites: paper

Severe acute kidney injury predicting model based on transcontinental databases: a single-centre prospective study
Qiqiang Liang, Yongfeng Xu, Yu Zhou et al. BMJ Open, 2022. Cites: paper

The Monitoring with Advanced Sensors, Transmission and E-Resuscitation in Traumatic Brain Injury (MASTER-TBI) collaborative: bringing data science to the ICU bedside
Robert McNamara, Shiv Akarsh Meka, James Richards Anstey et al. Critical Care and Resuscitation, 2022. Cites: paper

The relationship between transthoracic echocardiography and mortality in adult patients with multiple organ dysfunction syndrome: analysis of the MIMIC-III database
Haiyan Fu, Zhansheng Hu, Jianing Gong et al. Annals of Translational Medicine, 2022. Cites: paper

Wearable Photoplethysmography for Cardiovascular Monitoring
Peter H Charlton, Panicos A. Kyriacou, Jonathan Mant et al. Proceedings of the IEEE, 2022. Cites: paper

A comparison of approaches to improve worst-case predictive model performance over patient subpopulations
Stephen R. Pfohl, Haoran Zhang, Yizhe Xu et al. Scientific Reports, 2022. Cites: paper

Effect of Alzheimer Disease on Prognosis of Intensive Care Unit (ICU) Patients: A Propensity Score Matching Analysis
Baohua Zhu, Xiaoli Chen, Wei Li et al. Medical Science Monitor, 2022. Cites: paper

Factors associated with in-hospital mortality in adult sepsis with Escherichia coli infection
Kun Song, Cuirong Guo, Zhao Zeng et al. BMC Infectious Diseases, 2022. Cites: paper

GatorTron: A Large Language Model for Clinical Natural Language Processing
Xi Yang, Nima PourNejatian, Hoo Chang Shin et al. medRxiv, 2022. Cites: paper

Predictive Value of Blood Urea Nitrogen to Albumin Ratio in Long-Term Mortality in Intensive Care Unit Patients with Acute Myocardial Infarction: A Propensity Score Matching Analysis
Diming Zhao, Yilin Liu, Shanghao Chen et al. International Journal of General Medicine, 2022. Cites: paper

The association between continuous renal replacement therapy as treatment for sepsis-associated acute kidney injury and trend of lactate trajectory as risk factor of 28-day mortality in intensive care units
Zichen Wang, Luming Zhang, Fengshuo Xu et al. BMC Emergency Medicine, 2022. Cites: paper

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