Publications citing MIMIC-III Waveform Database v1.0

Development and Validation of a Clinical Prediction Model for Sleep Disorders in the ICU: A Retrospective Cohort Study
Yun Li, Lina Zhao, Chenyi Yang et al. Frontiers in Neuroscience, 2021. Cites: paper

Critical carE Database for Advanced Research (CEDAR): An automated method to support intensive care units with electronic health record data
Edward James Schenck, Katherine L. Hoffman, Marika Mae Cusick et al. Journal of Biomedical Informatics, 2021. Cites: paper

Enhancing Investigative Pattern Detection via Inexact Matching and Graph Databases
Shashika Ranga Muramudalige, Benjamin W. K. Hung, Anura P. Jayasumana et al. IEEE Transactions on Services Computing, 2021. Cites: paper

Machine learning applied to a Cardiac Surgery Recovery Unit and to a Coronary Care Unit for mortality prediction
Beatriz Nistal‐Nuño. Journal of Clinical Monitoring and Computing, 2021. Cites: paper

Review of Temporal Reasoning in the Clinical Domain for Timeline Extraction: Where we are and where we need to be
Amy L. Olex, Bridget Thomson McInnes. Journal of Biomedical Informatics, 2021. Cites: paper

Type 2 Diabetes with Artificial Intelligence Machine Learning: Methods and Evaluation
Leila Ismail, Huned Materwala, Maryam Tayefi et al. Archives of Computational Methods in Engineering, 2021. Cites: paper

Association between red blood cell distribution width and in-hospital mortality in acute myocardial infarction
Sulan Huang, Quan Zhou, Ning Guo et al. Medicine, 2021. Cites: paper

Digital healthcare tools for the world’s poorest people and places: A new framework for syndromic surveillance forged in the fight against COVID-19 in Somalia. (Preprint)
Shrey Jain, Ian M. Furst, Marie‐Laure Charpignon et al. 2021. Cites: paper

TIEVis: a Visual Analytics Dashboard for Temporal Information Extracted from Clinical Reports
Robin De Croon, Artuur M. Leeuwenberg, Jan A Aerts et al. ACM International Conference on Intelligent User Interfaces (IUI), 2021. Cites: paper

Active learning for medical code assignment
Martha Dais Ferreira, Michal Malyska, Nicola Sahar et al. arXiv (Cornell University), 2021. Cites: paper

A direct comparison of theory-driven and machine learning prediction of suicide: A meta-analysis
Katherine Musacchio Schafer, Grace A. Kennedy, Austin James Gallyer et al. PLoS ONE, 2021. Cites: paper

Improved characterisation of clinical text through ontology-based vocabulary expansion
Luke T. Slater, William M. Bradlow, Simon T. Ball et al. Journal of Biomedical Semantics, 2021. Cites: paper

Statin Use Is Associated With Reduced Mortality On Mechanically Ventilated Patients:A Retrospective Propensity-Matched Analysis
Daonan Chen, Liu Wang, Huifang Zhang et al. Research Square, 2021. Cites: paper

LifeStream: a high-performance stream processing engine for periodic streams
Anand Jayarajan, Kimberly Hau, Andrew Goodwin et al. International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2021. Cites: paper

PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting
Ismat Jarin, Birhanu Eshete. 2021. Cites: paper

Review for "A Pilot Study For Fragment Identification Using 2D NMR and Deep Learning"
Publons reviews and discussion, 2021. Cites: paper

Determining respiratory rate from photoplethysmogram and electrocardiogram signals using respiratory quality indices and neural networks
Stephanie Baker, Wei Xiang, Ian Atkinson. PLoS ONE, 2021. Cites: paper

Mining heterogeneous clinical notes by multi-modal latent topic model
Zhi Wen, Pratheeksha Nair, Chih-Ying Deng et al. PLoS ONE, 2021. Cites: paper

Multi-Layer Picture of Neurodegenerative Diseases: Lessons from the Use of Big Data through Artificial Intelligence
Andrea Termine, Carlo Fabrizio, Claudia Strafella et al. Journal of Personalized Medicine, 2021. Cites: paper

A visual analytic approach for the identification of ICU patient subpopulations using ICD diagnostic codes
Daniel Alcaide, Jan A Aerts. PeerJ Computer Science, 2021. Cites: paper

Bilingual autoencoder-based efficient harmonization of multi-source private data for accurate predictive modeling
Taek-Ho Lee, Junghye Lee, Chi‐Hyuck Jun. Information Sciences, 2021. Cites: paper

Development of a Nomogram to Predict 28-Day Mortality of Patients With Sepsis-Induced Coagulopathy: An Analysis of the MIMIC-III Database
Zongqing Lu, Jin Zhang, Jianchao Hong et al. Frontiers in Medicine, 2021. Cites: paper

Peer Review #1 of "A visual analytic approach for the identification of ICU patient subpopulations using ICD diagnostic codes (v0.1)"
PeerJ Computer Science, 2021. Cites: paper

Peer Review #2 of "A visual analytic approach for the identification of ICU patient subpopulations using ICD diagnostic codes (v0.1)"
PeerJ Computer Science, 2021. Cites: paper

Peer Review #2 of "A visual analytic approach for the identification of ICU patient subpopulations using ICD diagnostic codes (v0.3)"
PeerJ Computer Science, 2021. Cites: paper

Clinical Characteristics of Aortic Aneurysm in MIMIC-III
Kun Song, Cuirong Guo, Kongzhi Yang et al. The Heart Surgery Forum, 2021. Cites: paper

Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey
Thomas Rojat, Raphaël Puget, David Filliat et al. arXiv (Cornell University), 2021. Cites: paper

Realizing the Power of Text Mining and Natural Language Processing for Analyzing Patient Safety Event Narratives: The Challenges and Path Forward
Allan Fong. Journal of Patient Safety, 2021. Cites: paper

A Bitemporal SQL Database Design Method from the Enhanced Entity-Relationship Model
Vo Thi Ngoc Chau, Suphamit Chittayasothorn. International Conference on Engineering, Applied Sciences, and Technology (ICEAST), 2021. Cites: paper

Annotation and initial evaluation of a large annotated German oncological corpus
Madeleine Kittner, Mario Lamping, Damian Tobias Rieke et al. JAMIA Open, 2021. Cites: paper

Predicting open wound mortality in the ICU using machine learning
Ronald K. Akiki, Rajsavi Anand, Mimi Rosealie Borrelli et al. Journal of Emergency and Critical Care Medicine, 2021. Cites: paper

Towards similarity-based differential diagnostics for common diseases
Luke T. Slater, Andreas Karwath, John Alexander Williams et al. Computers in Biology and Medicine, 2021. Cites: paper

Unsupervised phenotyping of sepsis using nonnegative matrix factorization of temporal trends from a multivariate panel of physiological measurements
Menghan Ding, Yuan Luo. BMC Medical Informatics and Decision Making, 2021. Cites: paper

Interpretable Machine Learning Model for Early Prediction of Mortality in ICU Patients with Rhabdomyolysis
Chao Liu, Xiaoli Liu, Zhi Mao et al. Medicine & Science in Sports & Exercise, 2021. Cites: paper

LDA-Reg: Knowledge Driven Regularization Using External Corpora
Kai Yang, Zhaojing Luo, Jinyang Gao et al. IEEE Transactions on Knowledge and Data Engineering, 2021. Cites: paper

A Novel Approach to Detect Redundant Activity Labels For More Representative Event Logs.
Qifan Chen, Yang Lu, Charmaine S. Tam et al. arXiv (Cornell University), 2021. Cites: paper

Safety-driven design of machine learning for sepsis treatment
Yan Jia, Tom Lawton, John Burden et al. Journal of Biomedical Informatics, 2021. Cites: paper

Ventilatory Variables and Mechanical Power in Patients with Acute Respiratory Distress Syndrome
Eduardo Leite Vieira Costa, Arthur S. Slutsky, Laurent Jean Brochard et al. American Journal of Respiratory and Critical Care Medicine, 2021. Cites: paper

Association Between Preadmission Metformin Use and Outcomes in Intensive Care Unit Patients With Sepsis and Type 2 Diabetes: A Cohort Study
Qilin Yang, Jiezhao Zheng, Weiyan Chen et al. Frontiers in Medicine, 2021. Cites: paper

Cardio-pulmonary-renal interactions in ICU patients. Role of mechanical ventilation, venous congestion and perfusion deficit on worsening of renal function: Insights from the MIMIC-III database
Guillaume Géri, Loïc Ferrer, Nam Tran et al. Journal of Critical Care, 2021. Cites: paper

Extracting COVID-19 diagnoses and symptoms from clinical text: A new annotated corpus and neural event extraction framework
Kevin Lybarger, Mari Ostendorf E, Matthew Thompson et al. Journal of Biomedical Informatics, 2021. Cites: paper

Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions
Thanh Nguyen-Duc, Natasha Mulligan, Gurdeep Mannu et al. PubMed Central, 2021. Cites: paper

Retracted: Identification of Drug Discovery for Patients Using Machine Learning
L Jegan Antony Marcilin, I. Rexiline Sheeba, M. Sugadev et al. International Conference on Artificial Intelligence and Smart Energy (ICAIS), 2021. Cites: paper

Protocol for a reproducible experimental survey on biomedical sentence similarity
Alicia Lara-Clares, Juan J. Lastra-Díaz, Ana M. García-Serrano. PLoS ONE, 2021. Cites: paper

Reproducibility in machine learning for health research: Still a ways to go
Matthew B. A. McDermott, Shirly Wang, Nikki Marinsek et al. Science Translational Medicine, 2021. Cites: paper

A comprehensive EHR timeseries pre-training benchmark
Matthew B. A. McDermott, Bret A. Nestor, Evan Kim et al. ACM Conference on Health, Inference, and Learning (CHIL), 2021. Cites: paper

An empirical framework for domain generalization in clinical settings
Haoran Zhang, Natalie Dullerud, Laleh Seyyed-Kalantari et al. ACM Conference on Health, Inference, and Learning (CHIL), 2021. Cites: paper

Applicability of Clinical Decision Support in Management among Patients Undergoing Cardiac Surgery in Intensive Care Unit: A Systematic Review
Miguel Angel Pereira, Patricia Concheiro-Moscoso, Alexo López-Álvarez et al. Applied Sciences, 2021. Cites: paper

Associations Between Elevated Systolic Blood Pressure and Outcomes in Critically Ill Patients: A Retrospective Cohort Study and Propensity Analysis
Anmin Hu, Chao Hai, Haibo Wang et al. Shock, 2021. Cites: paper

Comparative Effectiveness of Midazolam, Propofol, and Dexmedetomidine in Patients With or at Risk for Acute Respiratory Distress Syndrome: A Propensity Score-Matched Cohort Study
Anmin Hu, Xiongxiong Zhong, Zhen Li et al. Frontiers in Pharmacology, 2021. Cites: paper

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