Publications citing MIMIC-II Clinical Database v2.6.0

Collision frequency locality-sensitive hashing for prediction of critical events
Yongwook Bryce Kim, Erik Hemberg, Una-May O’Reilly. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. Cites: paper

Combination of static and temporal data analysis to predict mortality and readmission in the intensive care
Janani Venugopalan, Nikhil K. Chanani, Kevin Maher et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. Cites: paper

Consensus motifs as adaptive and efficient predictors for acute hypotensive episodes
Rahul Krishnan Pathinarupothi, Ekanath Srihari Rangan. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. Cites: paper

Coronary artery disease detection using photoplethysmography
Neeraj Paradkar, Shubhajit Roy Chowdhury. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. Cites: paper

Health Status Monitoring for ICU Patients Based on LWPR-PCA
Yangyang Ding, Youqing Wang. IFAC-PapersOnLine, 2017. Cites: paper

Learning from different perspectives: Robust cardiac arrest prediction via temporal transfer learning
Joyce C. Ho, Yubin Park. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. Cites: paper

Machine learning landscapes and predictions for patient outcomes
Ritankar Das, David J. Wales. Royal Society Open Science, 2017. Cites: paper

Model selection for the Pulse Decomposition Analysis of fingertip photoplethysmograms
Timo Tigges, Alexandru Pielmuş, Michael Klum et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. Cites: paper

Reducing false asystole alarms in intensive care
Rémi Dekimpe, Thomas Heldt. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. Cites: paper

The obesity paradox in ICU patients
Janice Pan, Robert Shaffer, Zeina Sinno et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017. Cites: paper

Psychiatric symptom recognition without labeled data using distributional representations of phrases and on-line knowledge
Yaoyun Zhang, Olivia Zhang, Yonghui Wu et al. Journal of Biomedical Informatics, 2017. Cites: paper

A hybrid approach to automatic de-identification of psychiatric notes
Hee-Jin Lee, Yonghui Wu, Yaoyun Zhang et al. Journal of Biomedical Informatics, 2017. Cites: paper

Fuzzy risk stratification and risk assessment model for clinical monitoring in the ICU
Albion Dervishi. Computers in Biology and Medicine, 2017. Cites: paper

Automatic recognition of symptom severity from psychiatric evaluation records
Travis R. Goodwin, Ramón Maldonado, Sanda M. Harabagiu. Journal of Biomedical Informatics, 2017. Cites: paper

Grounded Recurrent Neural Networks
Ankit Vani, Yacine Jernite, David Alexander Sontag. arXiv (Cornell University), 2017. Cites: paper

Extended algorithm for real-time pulse waveform segmentation and artifact detection in photoplethysmograms
Christoph Fischer, Martin Glos, Thomas Penzel et al. Somnologie - Schlafforschung und Schlafmedizin, 2017. Cites: paper

Cuff-Less and Continuous Blood Pressure Monitoring: A Methodological Review
Manuja Sharma, Karinne Barbosa, Victor Ho et al. Technologies, 2017. Cites: paper

Association between serum osmolarity and mortality in patients who are critically ill: a retrospective cohort study
Yanfei Shen, Xuping Cheng, Manzhen Ying et al. BMJ Open, 2017. Cites: paper

Rate-distortion classification for self-tuning IoT networks
Davide Zordan, Michele Rossi, Michele Zorzi. IEEE International Conference on Communications workshops, 2017. Cites: paper

Hypoxic hepatitis — its biochemical profile, causes and risk factors of mortality in critically-ill patients: A cohort study of 565 patients
Mohammed M. Aboelsoud, Amen I. Javaid, Mazen O. Al‐Qadi et al. Journal of Critical Care, 2017. Cites: paper

Assigning clinical codes with data-driven concept representation on Dutch clinical free text
Elyne Scheurwegs, Kim Luyckx, Léon Luyten et al. Journal of Biomedical Informatics, 2017. Cites: paper

Boosting the Battery Life of Wearables for Health Monitoring Through the Compression of Biosignals
Mohsen Hooshmand, Davide Zordan, Davide Del Testa et al. IEEE Internet of Things Journal, 2017. Cites: paper

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, 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, 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, 2017. Cites: paper

ICU_POC: AN EMR-BASED POINT OF CARE SYSTEM DESIGN FOR THE INTENSIVE CARE UNIT
Chika Cornelia Emeka-Nweze. OhioLink ETD Center (Ohio Library and Information Network), 2017. Cites: paper

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

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