Publications citing MIMIC-III Waveform Database Matched Subset v1.0

Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards, and bias
Jack Gallifant, Joe Zhang, M.D.P. Arias Lopez et al. British Journal of Anaesthesia, 2021. Cites: paper

Towards a portable-noninvasive blood pressure monitoring system utilizing the photoplethysmogram signal
Ahmad Dagamseh, Qasem M. Qananwah, Hiam Alquran et al. Biomedical Optics Express, 2021. Cites: paper

A Deep Learning Post-Discharge Mortality Prediction Method Considering Diagnosis Information for ICU Patients
Mucan Liu, Chonghui Guo, Shaoze Cui. Research Square, 2021. Cites: paper

Diagnosis prediction based on similarity of patients physiological parameters
Carmela Comito, Deborah Falcone, Agostino Forestiero A. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2021. Cites: paper

Estimated plasma volume status (ePVS) is a predictor for acute myocardial infarction in-hospital mortality: analysis based on MIMIC-III database
Jun Chen, Jiayi Shen, Dongsheng Cai et al. BMC Cardiovascular Disorders, 2021. Cites: paper

Risk Factor Analysis and Nomogram for Predicting In-Hospital Mortality in Patients with Sepsis and Lung Infection
Yinlong Ren, Luming Zhang, Fengshuo Xu et al. Research Square, 2021. Cites: paper

Sequential Data–Based Patient Similarity Framework for Patient Outcome Prediction: Algorithm Development
Ni Wang, Muyu Wang, Zhou Yang et al. Journal of Medical Internet Research, 2021. Cites: paper

Temporal attention augmented transformer Hawkes process
Lu-ning Zhang, Jian–wei Liu, Zhi-yan Song et al. Neural Computing and Applications, 2021. Cites: paper

Fine-grained spatial information extraction in radiology as two-turn question answering
Surabhi Datta, Kirk E Roberts. International Journal of Medical Informatics, 2021. Cites: paper

Linking Free Text Documentation of Functioning and Disability to the ICF With Natural Language Processing
Denis R. Newman-Griffis, Jonathan Camacho Maldonado, Pei‐Shu Ho et al. Frontiers in Rehabilitation Sciences, 2021. Cites: paper

A Review of Mortality Risk Prediction Models in Smartphone Applications
Nino Fijačko, Ruth Masterson Creber, Lucija Gosak et al. Journal of Medical Systems, 2021. Cites: paper

Towards dynamic multi-modal phenotyping using chest radiographs and physiological data
Hayat, Nasir, Krzysztof J. Geras, Farah E. Shamout. arXiv (Cornell University), 2021. Cites: paper

Analysis of Discrepancies Between Pulse Oximetry and Arterial Oxygen Saturation Measurements by Race and Ethnicity and Association With Organ Dysfunction and Mortality
An-Kwok Ian Wong, Marie‐Laure Charpignon, Han Kim et al. JAMA Network Open, 2021. Cites: paper

Corrigendum: Development and Validation of a Nomogram for the Prediction of Hospital Mortality of Patients With Encephalopathy Caused by Microbial Infection: A Retrospective Cohort Study
Lina Zhao, Yun Li, Yunying Wang et al. Frontiers in Microbiology, 2021. Cites: paper

Development and Validation of a Simple-to-Use Nomogram for Predicting In-Hospital Mortality in Patients With Acute Heart Failure Undergoing Continuous Renal Replacement Therapy
Luyao Gao, Yuan Bian, Shengchuan Cao et al. Frontiers in Medicine, 2021. Cites: paper

ECG Signal-Enabled Automatic Diagnosis Technology of Heart Failure
Lian Chen, Huiping Yu, Yupeng Huang et al. Journal of Healthcare Engineering, 2021. Cites: paper

Machine learning methods as a tool for diagnostic and prognostic research in cardiovascular disease
Charos Khidirova, Shakhnoza Sadikova, Shamil Mukhsinov et al. International Conference on Information Science and Communications Technologies (ICISCT), 2021. Cites: paper

Natural Language Processing and Machine Learning Methods to Characterize Unstructured Patient-Reported Outcomes: Validation Study
Zhaohua Lu, Jin-Ah Sim, Jade Xiaoqing Wang et al. Journal of Medical Internet Research, 2021. Cites: paper

Wearable Sensors and Deep Learning for the Management of Acute Pancreatitis in Precision Medicine
Qing Liu, Yuqi Jiang, Ruoxi Yu et al. Elsevier eBooks, 2021. Cites: paper

A graph-based data quality analysis in distributed telemedicine systems
Zoltán Richárd Jánki. Pollack Periodica, 2021. Cites: paper

Evaluation of a policy enforcement solution in telemedicine with offline use cases
Zoltán Szabó. Pollack Periodica, 2021. Cites: paper

Interpretable time-aware and co-occurrence-aware network for medical prediction
Chenxi Sun, Hongna Dui, Hongyan Li. BMC Medical Informatics and Decision Making, 2021. Cites: paper

Machine Learning Consensus Clustering Approach for Patients with Lactic Acidosis in Intensive Care Units
Pattharawin Pattharanitima, Charat Thongprayoon, Tananchai Petnak et al. Journal of Personalized Medicine, 2021. Cites: paper

Sequential Organ Failure Assessment (SOFA) and 90-day mortality in patients with kidney transplant status at first ICU admission: a cohort study of 428 patients
Hongwei Zhang, Quan Zhou, Yiyi Ding. International Urology and Nephrology, 2021. Cites: paper

The Promise for Reducing Healthcare Cost with Predictive Model: An Analysis with Quantized Evaluation Metric on Readmission
Kareen Teo, Ching Wai Yong, Farina Muhamad et al. Journal of Healthcare Engineering, 2021. Cites: paper

A Delineator for Arterial Blood Pressure Waveform Analysis Based on a Deep Learning Technique
Nicolas A. Aguirre, Edith Grall‐Maës, Leandro J. Cymberknop et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

An explainable CNN approach for medical codes prediction from clinical text
Shu-Yuan Hu, Fei Teng, Lufei Huang et al. BMC Medical Informatics and Decision Making, 2021. Cites: paper

An Interpretable Intensive Care Unit Mortality Risk Calculator
Eugene T. Y. Ang, Mila Nambiar, Yong Sheng Soh et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Assessment of Sepsis in the ICU by Linear and Complex Characterization of Cardiovascular Dynamics
Maximiliano Mollura, Li-wei H. Lehman, Riccardo Barbieri. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Association between blood urea nitrogen and 30-day mortality in patients with sepsis: a retrospective analysis
Xu Li, Ruixia Zheng, Tian Zhang et al. Annals of Palliative Medicine, 2021. Cites: paper

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

A Time-Incorporated SOFA-Based Explainable Machine Learning Model for Mortality Prediction in Critically Ill Patients
Yang Liu, Kun Gao, Hongbin Deng et al. Research Square, 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 A. 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

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

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