Publications citing MIMIC-III Clinical Database Demo v1.4

Association Between the Central Venous Pressure and All-Cause Mortality in Critically Ill Patients with Acute Kidney Injury
Aifang Huang, Lin Liao, Ling Pan et al. International Journal of General Medicine, 2021. Cites: paper

Capabilities of neural network technologies for extracting new medical knowledge and enhancing precise decision making for patients
Leonid N. Yasnitsky, Думлер Андрей Артурович, Ф. М. Черепанов et al. Expert Review of Precision Medicine and Drug Development, 2021. Cites: paper

Class-Modeling of Septic Shock With Hyperdimensional Computing
Neftali Watkinson, Tony D. Givargis, Victor Joe et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Continuous Blood Pressure Estimation From Non-Invasive Measurements Using Support Vector Regression
Solmaz Rastegar Moghaddam Mansouri, Hamid GholamHosseini A, Andrew Lowe A et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Diagnosis Detection Support based on Time Series Similarity of Patients Physiological Parameters
Carmela Comito, Deborah Falcone, Agostino Forestiero. IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2021. Cites: paper

Drug knowledge discovery via multi-task learning and pre-trained models
Dongfang Li, Ying Xiong, Baotian Hu et al. BMC Medical Informatics and Decision Making, 2021. Cites: paper

Enhancing unsupervised medical entity linking with multi-instance learning
Cheng Yan, Yuanzhe Zhang, Kang Liu et al. BMC Medical Informatics and Decision Making, 2021. Cites: paper

Intelligent patient monitoring for proactive alerting of key personnel in intensive care: A single-center study
Vikas Rana, Teddy Le Nguyen, Veera Raghava et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Length of Stay in the Neonatal ICU is Predictable using Heart Rate: An Opportunity for Optimizing Managed Care
Xinyu Ivy Zhang, Prahlad G Menon. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Low-Density Lipoprotein Cholesterol is Inversely Associated with All-Cause Mortality of Patients in the Coronary Care Unit
Yingbei Weng, Ripeng Yin, Lala Qian et al. International Journal of General Medicine, 2021. Cites: paper

Motion Artifact Reduction In Photoplethysmography For Reliable Signal Selection
Runyu Mao, MacKenzie J. Tweardy, Stephan Wegerich et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Novel Cuffless Blood Pressure Estimation Method Using a Bayesian Hierarchical Model
Shan He, Hilmi R. Dajani, Miodrag Bolić. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: dataset

Pharmacological and non-pharmacological treatments and outcomes for new-onset atrial fibrillation in ICU patients: the CAFE scoping review and database analyses
Jonathan Bedford, Laura Drikite, Mark Stephen Corbett et al. Health Technology Assessment, 2021. Cites: paper

Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: a big data-driven, machine learning approach
Hao Yang Du, Kewin Tien Ho Siah, Valencia Ru‐Yan Zhang et al. BMJ Open Gastroenterology, 2021. Cites: paper

Preoperative Liver Function Test Abnormalities Were Associated With Short-Term and Long-Term Prognosis in Cardiac Surgery Patients Without Liver Disease
Liqun Shang, Yuanhan Ao, Linhua Lv et al. Frontiers in Cardiovascular Medicine, 2021. Cites: paper

Prognostic Implications of a Cumulative Renal Score Based on Both Serum Creatinine and Urine Output Criteria for Staging of Acute Kidney Injury: A Cohort Study
Yun Seong Ji, Libin Li. International Journal of General Medicine, 2021. Cites: paper

Rare Disease Identification from Clinical Notes with Ontologies and Weak Supervision
Hang Dong, Víctor Suárez-Paniagua, Huayu Zhang et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Recurrent Temporal Point Process Network for First and Repeated Clinical Events
Min Min Chan, Amanda Yun Rui Lam, David Carmody et al. IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2021. Cites: paper

Relationship Between Red Blood Cell Distribution Width and All-Cause Mortality in Disseminated Intravascular Coagulation Patients: A Retrospective Analysis
Bin Hu, Jinxia Cao, Yangyang Hu et al. International Journal of General Medicine, 2021. Cites: paper

The obesity paradox and hypoglycemia in critically ill patients
Drago Plečko, Nicolas Bennett, Johan Mårtensson et al. Critical Care, 2021. Cites: paper

The presence of a circadian rhythm in pulse arrival time and its application for classifying blood pressure night-time dip
Eoin Finnegan, Shaun M. Davidson, Mirae Harford et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Unsupervised learning approach for predicting sepsis onset in ICU patients
Guilherme Ramos, Erida Gjini, Luis Coelho et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Does the magic of BERT apply to medical code assignment? A quantitative study
Shaoxiong Ji, Matti Hölttä, Pekka Marttinen. Computers in Biology and Medicine, 2021. Cites: paper

ProAID: path-based reasoning for self-attentional disease prediction
Xudong Lü, Lizhen Cui, Zhenchao Sun et al. Knowledge and Information Systems, 2021. Cites: paper

Explainable ICD multi-label classification of EHRs in Spanish with convolutional attention
Owen Trigueros, Alberto Blanco, Nuria Lebeña et al. International Journal of Medical Informatics, 2021. Cites: paper

Incidence, prognosis, and risk factors of sepsis-induced cardiomyopathy
Yanwen Liang, Youfeng Zhu, Rui Zhang et al. World Journal of Clinical Cases, 2021. Cites: paper

Admission Blood Glucose Is Associated With the 30-Days Mortality in Septic Patients: A Retrospective Cohort Study
Xiaoyuan Wei, Yu Min, Jiang-Chuan Yu et al. Frontiers in Medicine, 2021. Cites: paper

Elevated Lactate Dehydrogenase Levels Display a Poor Prognostic Factor for Non-Hodgkin’s Lymphoma in Intensive Care Unit: An Analysis of the MIMIC-III Database Combined With External Validation
Jiaqian Qi, Chengyuan Gu, Weijuan Wang et al. Frontiers in Oncology, 2021. Cites: paper

Extracting Clinician's Goals by What-if Interpretable Modeling.
Chun‐Hao Chang, George-Alexandru Adam, Rich Caruana et al. arXiv (Cornell University), 2021. Cites: paper

Machine Learning Prediction Models for Mortality in Intensive Care Unit Patients with Lactic Acidosis
Pattharawin Pattharanitima, Charat Thongprayoon, Wisit Kaewput et al. Journal of Clinical Medicine, 2021. Cites: paper

Multi-Task Processes
Donggyun Kim, Seongwoong Cho, Wonkwang Lee et al. arXiv (Cornell University), 2021. Cites: paper

A BERT-Based Generation Model to Transform Medical Texts to SQL Queries for Electronic Medical Records: Model Development and Validation
Youcheng Pan, Chenghao Wang, Baotian Hu et al. JMIR Medical Informatics, 2021. Cites: paper

A Deep Language Model for Symptom Extraction From Clinical Text and its Application to Extract COVID-19 Symptoms From Social Media
Xiao Luo, Priyanka Gandhi, Susan Storey et al. IEEE Journal of Biomedical and Health Informatics, 2021. Cites: paper

Using Explainable Machine Learning to Improve Intensive Care Unit Alarm Systems
José A. González‐Nóvoa, Laura Busto, Juan Jose Rodriguez-Andina et al. Sensors, 2021. Cites: paper

Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems
Dingwen Li, Patrick G. Lyons, Jeff Klaus et al. ACM International Conference on Information and Knowledge Management (CIKM), 2021. Cites: paper

Multi-hop Reading on Memory Neural Network with Selective Coverage for Medication Recommendation
Yanda Wang, Weitong Chen, Dechang Pi et al. ACM International Conference on Information and Knowledge Management (CIKM), 2021. Cites: paper

Representation Learning via Variational Bayesian Networks
Oren Barkan, Avi Caciularu, Idan Rejwan et al. ACM International Conference on Information and Knowledge Management (CIKM), 2021. Cites: paper

Stress ulcer prophylaxis in critically ill adult patients with sepsis at risk of gastrointestinal bleeding: a retrospective cohort study
Minqiang Huang, Ming Han, Zhi Fang Song et al. Internal Medicine Journal, 2021. Cites: paper

A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis
Maximiliano Mollura, Li-wei H. Lehman, Roger G. Mark et al. Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences, 2021. Cites: paper

Diagnostic Challenges in Sepsis
Chris F. Duncan, Taryn Youngstein, Marianne Kirrane et al. Current Infectious Disease Reports, 2021. Cites: paper

Estimating redundancy in clinical text
Thomas Searle, Zina M. Ibrahim, James Teo et al. Journal of Biomedical Informatics, 2021. Cites: paper

Evaluating the state of the art in missing data imputation for clinical data
Yuan Luo. Briefings in Bioinformatics, 2021. Cites: paper

Novel Prognostic Predictor for Primary Pulmonary Hypertension: Focus on Blood Urea Nitrogen
Bo Hu, Guangtao Xu, Xin Jin et al. Frontiers in Cardiovascular Medicine, 2021. Cites: paper

Sentiment Analysis for Necessary Preview of 30-Day Mortality in Sepsis Patients and the Control Strategies
Yanqun Zou, Jian Wang, Zheng Lei et al. Journal of Healthcare Engineering, 2021. Cites: paper

Health status classification model for medical adherence system in retirement township
Abubaker Sherif, Wooi-Haw Tan, Chee‐Pun Ooi et al. F1000Research, 2021. Cites: paper

Feature-Based Interpretable Reinforcement Learning based on State-Transition Models
Omid Davoodi, Majid Komeili. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics, 2021. Cites: paper

Pattern Recognition in Vital Signs Using Spectrograms
Sidharth Srivatsav Sribhashyam, Md Sirajus Salekin, Dmitry B. Goldgof et al. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics, 2021. Cites: paper

Association Between Serum Osmolality and Acute Kidney Injury in Critically Ill Patients: A Retrospective Cohort Study
Jie Yang, Yisong Cheng, Ruoran Wang et al. Frontiers in Medicine, 2021. Cites: paper

Clinical Value of the Lactate/Albumin Ratio and Lactate/Albumin Ratio × Age Score in the Assessment of Prognosis in Patients With Sepsis
Xiaonan Chen, Xinjian Zhou, Hui Zhao et al. Frontiers in Medicine, 2021. Cites: paper

Differentially Private Medical Texts Generation Using Generative Neural Networks
Md Momin Al Aziz, Tanbir Ahmed, Tasnia Faequa et al. ACM Transactions on Computing for Healthcare, 2021. Cites: paper

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