Publications citing MIMIC-II Clinical Database v2.6.0

Management of Atrial Fibrillation with Rapid Ventricular Response in the Intensive Care Unit
Ari L. Moskowitz, Kenneth P. Chen, Avraham Z. Cooper et al. Shock, 2017. Cites: paper

Quantifying the Mortality Impact of Do-Not-Resuscitate Orders in the ICU*
Lior Fuchs, Matthew Anstey, Mengling Feng et al. Critical Care Medicine, 2017. Cites: paper

Hemodynamic Characterization of Peripheral Arterio-venous Malformations
Sabrina Frey, Axel Haine, R. Kammer et al. Annals of Biomedical Engineering, 2017. Cites: paper

The Use of Autoencoders for Discovering Patient Phenotypes
Harini Suresh, Peter Szolovits B, Marzyeh Ghassemi. arXiv (Cornell University), 2017. Cites: paper

Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining
Sen Wang, Xue Li, Xiaojun Chang et al. ACM Transactions on Knowledge Discovery from Data, 2017. Cites: paper

Patient Similarity in Prediction Models Based on Health Data: A Scoping Review
Anis Sharafoddini, Joel A. Dubin, Joon Lee. JMIR Medical Informatics, 2017. Cites: paper

Respiratory rate estimation from the photoplethysmogram via joint sparse signal reconstruction and spectra fusion
Xiaorong Zhang, Quan Ding. Biomedical Signal Processing and Control, 2017. Cites: paper

The association between sodium fluctuations and mortality in surgical patients requiring intensive care
Dominic Charles Marshall, Justin D. Salciccioli, Ross J. Goodson et al. Journal of Critical Care, 2017. Cites: paper

Photoplethysmography sampling frequency: pilot assessment of how low can we go to analyze pulse rate variability with reliability?
Ahyoung Choi, Hang‐Sik Shin. Physiological Measurement, 2017. Cites: paper

BigDAWG Polystore Release and Demonstration
Kyle H. O’Brien, Vijay N. Gadepally, Jennie Duggan et al. arXiv (Cornell University), 2017. Cites: paper

Patient-Specific Predictive Modeling Using Random Forests: An Observational Study for the Critically Ill
Joon Lee. JMIR Medical Informatics, 2017. Cites: paper

PEACE-Home: Probabilistic estimation of abnormal clinical events using vital sign correlations for reliable home-based monitoring
Abdur Rahim Mohammad Forkan, Ibrahim Khalil. Pervasive and Mobile Computing, 2017. Cites: paper

ViSiBiD: A learning model for early discovery and real-time prediction of severe clinical events using vital signs as big data
Abdur Rahim Mohammad Forkan, Ibrahim Khalil, Mohammed Atiquzzaman. Computer Networks, 2017. Cites: paper

An Emerging Role for Polystores in Precision Medicine
Edmon Begoli, J. Blair Christian, Vijay N. Gadepally et al. Lecture notes in computer science, 2017. Cites: paper

Annotating the Clinical Text – MiPACQ, ShARe, SHARPn and THYME Corpora
Guergana Savova, Sameer Pradhan, Martha Stone Palmer et al. Springer eBooks, 2017. Cites: paper

A Short Review of Ethical Challenges in Clinical Natural Language Processing
Simon Šuster, Stéphan Tulkens, Walter M. P. Daelemans. 2017. Cites: paper

Automated early warning system for septic shock: the new way to achieve intensive care unit quality improvement?
Fábio Ferreira Amorim, Alfredo Nicodemos Cruz Santana. Annals of Translational Medicine, 2017. Cites: paper

Clinical Named Entity Recognition Using Deep Learning Models.
Yonghui Wu, Min Jiang, Jun Xu et al. PubMed Central, 2017. Cites: paper

Cost Sensitive Time-Series Classification
Shoumik Roychoudhury, Mohamed F. Ghalwash, Zoran Obradovic A. Lecture notes in computer science, 2017. Cites: paper

Demonstrating the BigDAWG Polystore System for Ocean Metagenomics Analysis.
Tim Mattson, Vijay N. Gadepally, Zuohao She et al. Conference on Innovative Data Systems Research, 2017. Cites: paper

Estimating patient's health state using latent structure inferred from clinical time series and text
Aaron D. Zalewski, William Long, Alistair E. W. Johnson et al. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2017. Cites: paper

Exploiting Unlabeled Texts with Clustering-based Instance Selection for Medical Relation Classification.
Young-Jun Kim, Ellen Riloff, Stéphane M Meystre. PubMed Central, 2017. Cites: paper

Interactive Visualization and Exploration of Patient Progression in a Hospital Setting.
Wathsala Widanagamaachchi, Yarden Livnat, Peer‐Timo Bremer et al. PubMed Central, 2017. Cites: paper

Interweaving Domain Knowledge and Unsupervised Learning for Psychiatric Stressor Extraction from Clinical Notes
Olivia R Zhang, Yaoyun Zhang, Jun Xu et al. Lecture notes in computer science, 2017. Cites: paper

Performance Analysis of GMM Classifier for Classification of Normal and Abnormal Segments in PPG Signals
Sunil Kumar Prabhakar, Harikumar Rajaguru. World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany, 2017. Cites: paper

Phenotyping hypotensive patients in critical care using hospital discharge summaries
Yang Dai, Sharukh Lokhandwala, William Long et al. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2017. Cites: paper

Relational Databases and Biomedical Big Data
Nisansa de Silva. Methods in molecular biology, 2017. Cites: paper

SURF: Subject-Adaptive Unsupervised ECG Signal Compression for Wearable Fitness Monitors
Mohsen Hooshmand, Davide Zordan, Tommaso Melodia et al. IEEE Access, 2017. Cites: paper

Modeling of the photoplethysmogram during atrial fibrillation
Andrius Sološenko, Andrius Petrėnas, Vaidotas Marozas et al. Computers in Biology and Medicine, 2016. Cites: paper

Septic shock prediction for ICU patients via coupled HMM walking on sequential contrast patterns
Shameek Ghosh, Jinyan Li, Longbing Cao et al. Journal of Biomedical Informatics, 2016. Cites: paper

Takagi–Sugeno Fuzzy Modeling Using Mixed Fuzzy Clustering
Cátia M. Salgado, Joaquim L. Viegas, Carlos S. Azevedo et al. IEEE Transactions on Fuzzy Systems, 2016. Cites: paper

Red blood cell distribution width and neutrophil to lymphocyte ratio are associated with outcomes of adult subarachnoid haemorrhage patients admitted to intensive care unit
Yuan‐Lan Huang, Zhijun Han, Zhi-De Hu. Annals of Clinical Biochemistry International Journal of Laboratory Medicine, 2016. Cites: paper

A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series
Li-wei H. Lehman, Roger G. Mark, Shamim Nemati. IEEE Journal of Biomedical and Health Informatics, 2016. Cites: paper

A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy
Nurjahan Begum, Liudmila Ulanova, Hoang Anh Dau et al. arXiv (Cornell University), 2016. Cites: paper

Frequency Tree clustering for ICU mortality analytics using graph databases
Samir Abdelrahman, Bruce E. Bray. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2016. Cites: paper

CAD Patient Classification Using MIMIC-II
S. Dey, Swagata Biswàs, Arpan Pal et al. Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2016. Cites: paper

Mixed Fuzzy Clustering for Misaligned Time Series
Cátia M. Salgado, Marta C. Ferreira, Susana Margarida Vieira. IEEE Transactions on Fuzzy Systems, 2016. Cites: paper

Bidirectional LSTM-CRF for Clinical Concept Extraction
Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi. arXiv (Cornell University), 2016. Cites: paper

Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters
Marco A. F. Pimentel, Alistair E. W. Johnson, Peter H Charlton et al. IEEE Transactions on Biomedical Engineering, 2016. Cites: paper

Hyposmolarity may be also associated with worse outcomes in patients with heart failure
Yanfei Shen, Kailei Du. International Journal of Cardiology, 2016. Cites: paper

Establishment and Validation of GV-SAPS II Scoring System for Non-Diabetic Critically Ill Patients
Wen‐Yue Liu, Shigang Lin, Gui‐Qi Zhu et al. PLoS ONE, 2016. Cites: paper

Reliable Collection of Real-Time Patient Physiologic Data from less Reliable Networks: a “Monitor of Monitors” System (MoMs)
Peter Hu, Shiming Yang, Hsiao-Chi Li et al. Journal of Medical Systems, 2016. Cites: paper

Constructing a Bio-Signal Repository from an Intensive Care Unit for Effective Big-data Analysis
Sukhoon Lee, Jaeyeon Park, Doyeop Kim et al. ACM Conference on Embedded Networked Sensor Systems (SenSys), 2016. Cites: paper

Predicting ARDS using the MIMIC II physiological database
Aline Taoum, Farah Mourad-Chehade, Hassan Amoud et al. IEEE International Multidisciplinary Conference on Engineering Technology (IMCET), 2016. Cites: paper

Feature-Augmented Neural Networks for Patient Note De-identification
Ji Young Lee, Franck Dernoncourt, Özlem Uzuner et al. arXiv (Cornell University), 2016. Cites: paper

A clinical decision-making mechanism for context-aware and patient-specific remote monitoring systems using the correlations of multiple vital signs
Abdur Rahim Mohammad Forkan, Ibrahim Khalil. Computer Methods and Programs in Biomedicine, 2016. Cites: paper

CABA: Continuous Authentication Based on BioAura
Arsalan Mosenia, Susmita Sur‐Kolay, Anand Raghunathan et al. IEEE Transactions on Computers, 2016. Cites: paper

Data Mining on ICU Mortality Prediction Using Early Temporal Data: A Survey
Jianfeng Xu, Yuanjian Zhang, Peng Zhang et al. International Journal of Information Technology & Decision Making, 2016. Cites: paper

Bidirectional LSTM-CRF for Clinical Concept Extraction
Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi. arXiv (Cornell University), 2016. Cites: paper

Quadratic function between arterial partial oxygen pressure and mortality risk in sepsis patients: an interaction with simplified acute physiology score
Zhongheng Zhang, Xuqing Ji. Scientific Reports, 2016. Cites: paper

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