Publications citing MIMIC-II Clinical Database v2.6.0

Designing reliable cohorts of cardiac patients across MIMIC and eICU
Catherine E. Chronaki, Abdullah Shahin, Roger G. Mark. Computing in cardiology, 2015. Cites: paper

Hemodynamic monitoring using switching autoregressive dynamics of multivariate vital sign time series
Li-wei H. Lehman, Shamim Nemati, Roger G. Mark. Computing in cardiology, 2015. Cites: paper

Patient prognosis from vital sign time series: Combining convolutional neural networks with a dynamical systems approach
Li-wei H. Lehman, Mohammad M. Ghassemi, Jasper Snoek et al. Computing in cardiology, 2015. Cites: paper

Suppression of false arrhythmia alarms using ECG and pulsatile waveforms
Paula Couto, Rúben Ramalho, Rui Rodrigues. Computing in cardiology, 2015. Cites: paper

Data integration of structured and unstructured sources for assigning clinical codes to patient stays
Elyne Scheurwegs, Kim Luyckx, Léon Luyten et al. Journal of the American Medical Informatics Association, 2015. Cites: paper

Importance of re-calibration time on pulse contour analysis agreement with thermodilution measurements of cardiac output: a retrospective analysis of intensive care unit patients
Christopher G. Scully, Shanti V. Gomatam, Shawn Forrest et al. Journal of Clinical Monitoring and Computing, 2015. Cites: paper

The BigDAWG Polystore System
Jennie Duggan, Aaron J. Elmore, Michael R Stonebraker et al. ACM SIGMOD Record, 2015. Cites: paper

Accelerating Dynamic Time Warping Clustering with a Novel Admissible Pruning Strategy
Nurjahan Begum, Liudmila Ulanova, Jun Wang et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2015. Cites: paper

A demonstration of the BigDAWG polystore system
Aaron J. Elmore, Jennie Duggan, Michael R Stonebraker et al. Proceedings of the VLDB Endowment, 2015. Cites: paper

A supervised learning approach for the robust detection of heart beat in plethysmographic data
Enrico Grisan, Giorgia Cantisani, Giacomo Tarroni et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015. Cites: paper

Ensemble fuzzy classifiers design using weighted aggregation criteria
Cátia M. Salgado, Carlos S. Azevedo, Jonathan M. Garibaldi et al. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2015. Cites: paper

Fuzzy modeling based on Mixed Fuzzy Clustering for health care applications
Marta C. Ferreira, Cátia M. Salgado, Joaquim L. Viegas et al. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2015. Cites: paper

Large-scale physiological waveform retrieval via locality-sensitive hashing
Yongwook Bryce Kim, Una-May O’Reilly. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015. Cites: paper

Mortality prediction in septic shock patients: Towards new personalized models in critical care
Marta Carrara, Giuseppe Baselli, Manuela Ferrario. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015. Cites: paper

Predicting hyperlactatemia in the MIMIC II database
Max Dunitz, George C. Verghese, Thomas Heldt. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015. Cites: paper

Primary study for detection of arterial blood pressure waveform components
Neeraj Paradkar, Shubhajit Roy Chowdhury. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015. Cites: paper

Robust monitoring of hypovolemia in intensive care patients using photoplethysmogram signals
Alexander Roederer, James E. Weimer, Joseph Dimartino et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015. Cites: paper

Toward lightweight biometric signal processing for wearable devices
Roberto Francescon, Mohsen Hooshmand, Matteo Gadaleta et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015. Cites: paper

Using information theory to identify redundancy in common laboratory tests in the intensive care unit
Joon Lee, David M. Maslove. BMC Medical Informatics and Decision Making, 2015. Cites: paper

Heart beat detection in multimodal physiological data using a hidden semi-Markov model and signal quality indices
Marco A. F. Pimentel, Mauro Santos, David Springer et al. Physiological Measurement, 2015. Cites: paper

Robust algorithm to locate heart beats from multiple physiological waveforms by individual signal detector voting
Loriano Galeotti, Christopher G. Scully, José Vicente et al. Physiological Measurement, 2015. Cites: paper

Robust detection of heart beats in multimodal data
Ikaro Silva, Benjamin Moody, Joachim A. Behar et al. Physiological Measurement, 2015. Cites: paper

Performance comparison of multi-label learning algorithms on clinical data for chronic diseases
Damien Zufferey, Thomas Höfer, Jean Hennebert et al. Computers in Biology and Medicine, 2015. Cites: paper

Clinic + - A Clinical Decision Support SystemUsing Association Rule Mining
Sangeetha Santhosh, Mercelin Francis. International Journal of Innovative Research in Computer and Communication Engineering, 2015. Cites: paper

Combining expert knowledge and knowledge automatically acquired from electronic data sources for continued ontology evaluation and improvement
Claire L. Gordon, Chunhua Weng. Journal of Biomedical Informatics, 2015. Cites: paper

The Adoption Of Socially Responsible Solutions In The Preparatory Phase Of Investment Projects As A Factor Of Reducing Its Risks
Будина Валентина Ивановна, Кежапкина Ольга Владимировна. INFM-OAR (INFN Catania), 2015. Cites: paper

Hypotension Risk Prediction via Sequential Contrast Patterns of ICU Blood Pressure
Shameek Ghosh, Mengling Feng, Hung Tan Nguyen et al. IEEE Journal of Biomedical and Health Informatics, 2015. Cites: paper

A mathematical model for predicting glucose levels in critically-ill patients: the PIGnOLI model
Zhongheng Zhang. PeerJ, 2015. Cites: paper

Peer Review #1 of "A mathematical model for predicting glucose levels in critically-ill patients: the PIGnOLI model (v0.1)"
PeerJ, 2015. Cites: paper

Peer Review #2 of "A mathematical model for predicting glucose levels in critically-ill patients: the PIGnOLI model (v0.1)"
PeerJ, 2015. Cites: paper

Peer Review #2 of "A mathematical model for predicting glucose levels in critically-ill patients: the PIGnOLI model (v0.2)"
PeerJ, 2015. Cites: paper

Designing optimal mortality risk prediction scores that preserve clinical knowledge
Natalia M. Arzeno, Karla A. Lawson, Sarah V. Duzinski et al. Journal of Biomedical Informatics, 2015. Cites: paper

BDCaM: Big Data for Context-Aware Monitoring—A Personalized Knowledge Discovery Framework for Assisted Healthcare
Abdur Rahim Mohammad Forkan, Ibrahim Khalil, Ayman Ibaida et al. IEEE Transactions on Cloud Computing, 2015. Cites: paper

The BigDAWG Polystore System
Jennie Duggan, Stan Zdonik, Aaron J. Elmore et al. DSpace@MIT (Massachusetts Institute of Technology), 2015. Cites: paper

Personalized Mortality Prediction Driven by Electronic Medical Data and a Patient Similarity Metric
Joon Lee, David M. Maslove, Joel A. Dubin. PLoS ONE, 2015. Cites: paper

Customization of a Severity of Illness Score Using Local Electronic Medical Record Data
Joon Lee, David M. Maslove. Journal of Intensive Care Medicine, 2015. Cites: paper

Acceleration plethysmogram based biometric identification
Nur Azua Liyana Jaafar, Khairul Azami Sidek, Siti Nurfarah Ain Mohd Azam. International Conference on BioSignal Analysis, Processing and Systems (ICBAPS), 2015. Cites: paper

Predictive models for severe sepsis in adult ICU patients
Joseph Guillén, Jiankun Liu, Margaret Furr et al. Systems and Information Engineering Design Symposium, 2015. Cites: paper

When do confounding by indication and inadequate risk adjustment bias critical care studies? A simulation study
Michael W. Sjoding, Kaiyi Luo, Melissa A. Miller et al. Critical Care, 2015. Cites: paper

Knowledge Abstraction from MIMIC II Using Apriori Algorithm for Clinical Decision Support System
E. Nagarajan, V. Satya Sravani. Indian Journal of Science and Technology, 2015. Cites: paper

Antipyretic Therapy in Critically Ill Patients with Sepsis: An Interaction with Body Temperature
Zhongheng Zhang, Lin Chen, Hongying Ni. PLoS ONE, 2015. Cites: paper

Supporting the annotation of chronic obstructive pulmonary disease (COPD) phenotypes with text mining workflows
Xiao Fu, Riza Batista-Navarro, Rafal Rak et al. Journal of Biomedical Semantics, 2015. Cites: paper

State of the art review: the data revolution in critical care
Marzyeh Ghassemi, Leo Anthony Celi, David J. Stone. Critical Care, 2015. Cites: paper

Eventos Adversos relacionados à Gravidade e Carga de Trabalho de Enfermagem em Unidade de Terapia Intensiva
Clarita Terra Rodrigues Serafim. Americanae (AECID Library), 2015. Cites: paper

The use of the pulse oximetric saturation to fraction of inspired oxygen ratio in an automated acute respiratory distress syndrome screening tool
Marcello F.S. Schmidt, Jill Gernand, Radhika Kakarala. Journal of Critical Care, 2015. Cites: paper

Efficient and sparse feature selection for biomedical text classification via the elastic net: Application to ICU risk stratification from nursing notes
Ben J. Marafino, W. John Boscardin, R. Adams Dudley. Journal of Biomedical Informatics, 2015. Cites: paper

A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data
Marzyeh Ghassemi, Marco A. F. Pimentel, Tristan Naumann et al. Proceedings of the AAAI Conference on Artificial Intelligence, 2015. Cites: paper

False Alarm Reduction in BSN-Based Cardiac Monitoring Using Signal Quality and Activity Type Information
Tanatorn Tanantong, Ekawit Nantajeewarawat, Surapa Thiemjarus. Sensors, 2015. Cites: paper

Increased incidence of diuretic use in critically ill obese patients
Emma J. de Louw, Pepijn O. Sun, Joon Lee et al. Journal of Critical Care, 2015. Cites: paper

Proton pump inhibitor use is not associated with cardiac arrhythmia in critically ill patients
Kenneth P. Chen, Joon Lee, Roger G. Mark et al. The Journal of Clinical Pharmacology, 2015. Cites: paper

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