Publications citing MIMIC-II Clinical Database v2.6.0

A Game Theoretic Predictive Modeling Approach to Reduction of False Alarm
Fatemeh Afghah, Abolfazl Razi, S. M. Reza Soroushmehr et al. Lecture notes in computer science, 2016. Cites: paper

A low cost implementation of multi-parameter patient monitor using intersection kernel support vector machine classifier
Dhanya Mohan, C. Santhosh Kumar. AIP conference proceedings, 2016. Cites: paper

A Study on A Hypertension Diagnosis Method using PPG and New Features by PCA
Byunghak Kong, Donghyeon Kim, Shahzad Ahsan et al. 한국통신학회 학술대회논문집, 2016. Cites: paper

Blood Pressure and the Risk of Acute Kidney Injury in the ICU: Case-Control Versus Case-Crossover Designs
Li-wei H. Lehman, Mengling Feng, Yijun Yang et al. Springer eBooks, 2016. Cites: paper

Brundlefly at SemEval-2016 Task 12: Recurrent Neural Networks vs. Joint Inference for Clinical Temporal Information Extraction
Jason Fries. International Workshop on Semantic Evaluation (SemEval), 2016. Cites: paper

Challenges and Opportunities in Secondary Analyses of Electronic Health Record Data
Sunil Nair, Douglas J. Hsu, Leo Anthony Celi. Springer eBooks, 2016. Cites: paper

Classification Based on Compressive Multivariate Time Series
Chandra Prasetyo Utomo, Xue Li, Sen Wang. Lecture notes in computer science, 2016. Cites: paper

Clinical Question Answering using Key-Value Memory Networks and Knowledge Graph.
Sadid A. Hasan, Siyuan Zhao, Vivek V. Datla et al. Text REtrieval Conference, 2016. Cites: paper

Comparative Effectiveness: Propensity Score Analysis
Kenneth P. Chen, Ari L. Moskowitz. Springer eBooks, 2016. Cites: paper

Data Fusion Techniques for Early Warning of Clinical Deterioration
Peter H Charlton, Marco A. F. Pimentel, Sharukh Lokhandwala. Springer eBooks, 2016. Cites: paper

Discovering Related Clinical Concepts Using Large Amounts of Clinical Notes
Kavita Ganesan, Shane A. J. Lloyd, Vikren Sarkar. Biomedical Engineering and Computational Biology, 2016. Cites: paper

Early Detection of Acute Kidney Injury with Bayesian Networks.
Harry Freitas da Cruz, Bastien Grasnick, Henriette Dinger et al. 2016. Cites: paper

Future of Healthcare—Sensor Data-Driven Prognosis
Arpan Pal, Arijit Mukherjee, S. Dey. Springer series in wireless technology, 2016. Cites: paper

Fuzzy Modeling Based on Mixed Fuzzy Clustering for Multivariate Time Series of Unequal Lengths
Cátia M. Salgado, Susana Margarida Vieira, João M. C. Sousa. Communications in computer and information science, 2016. Cites: paper

Hyperparameter Selection
Franck Dernoncourt, Shamim Nemati, Elias Baedorf Kassis et al. Springer eBooks, 2016. Cites: paper

ICU Pad Project: application of modern computer technology in pediatric postoperative cardiac intensive care. Pilot study
Katarzyna Karolina Gendera, Grzegorz Lipecki, Marcin Miedziński et al. Polish Journal of Cardio-Thoracic Surgery, 2016. Cites: paper

Improving Health Consumer Search with Contextual Information
Beloborodov, Alexander, Lorraine Goeuriot. HAL, 2016. Cites: paper

Improving Patient Cohort Identification Using Natural Language Processing
Raymond Francis Sarmiento, Franck Dernoncourt. Springer eBooks, 2016. Cites: paper

Interpretable Topic Features for Post-ICU Mortality Prediction.
Yen-Fu Luo, Anna Rumshisky. PubMed, 2016. Cites: paper

Missing Data
Cátia M. Salgado, Carlos S. Azevedo, Hugo Manuel Proença et al. Springer eBooks, 2016. Cites: paper

Mortality Prediction in the ICU Based on MIMIC-II Results from the Super ICU Learner Algorithm (SICULA) Project
Romain Pirracchio. Springer eBooks, 2016. Cites: paper

Objectives of the Secondary Analysis of Electronic Health Record Data
Sharukh Lokhandwala, Barret N. M. Rush. Springer eBooks, 2016. Cites: paper

Patient risk stratification with time-varying parameters: a multitask learning approach
Jenna Wiens, John V. Guttag, Eric Horvitz. DSpace@MIT (Massachusetts Institute of Technology), 2016. Cites: paper

Prediction of mortality in patients with sepsis using detrended fluctuation analysis of Heart Rate Variability
Peyman Ghasemi, Mohammad Reza Raoufy. National and International Iranian Conference on Biomedical Engineering (ICBME), 2016. Cites: paper

Proceedings of the 15th Workshop on Biomedical Natural Language Processing
2016. Cites: paper

Residual Confounding Lurking in Big Data: A Source of Error
John Danziger, Andrew J. Zimolzak. Springer eBooks, 2016. Cites: paper

Reusable Filtering Functions for Application in ICU data: a case study.
Vincent J. Major, Monique S. Tanna, Simon Jones et al. PubMed, 2016. Cites: paper

Semantic Knowledge Base Construction from Radiology Reports
Eriksson Monteiro, Pedro Sernadela, Sérgio Matos et al. International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC), 2016. Cites: paper

Signal Enhancement Applied to Pulse Transit Time Measurement
Xiaochuan He. Carleton University's Institutional Repository (MacOdrum Library, Carleton University), 2016. Cites: paper

Signal Processing: False Alarm Reduction
Qiao Li, Gari D. Clifford. Springer eBooks, 2016. Cites: paper

SuperAlarm: System and Methods to Predict In-Hospital Patient Deterioration and Alleviate Alarm Fatigue
Yong Bai. eScholarship (California Digital Library), 2016. Cites: paper

Uncovering Locally Discriminative Structure for Feature Analysis
Sen Wang, Feiping Nie, Xiaojun Chang et al. Lecture notes in computer science, 2016. Cites: paper

Unsupervised Resolution of Acronyms and Abbreviations in Nursing Notes Using Document-Level Context Models
Katrin Kirchhoff, Anne M. Turner. International Workshop on Health Text Mining and Information Analysis (LOUHI), 2016. Cites: paper

Waveform Analysis to Estimate Respiratory Rate
Peter H Charlton, Mauricio Villarroel, Francisco Salguiero. Springer eBooks, 2016. Cites: paper

Classification of hospital acquired complications using temporal clinical information from a large electronic health record
Jeremy Lyle Warner, Peijin Zhang, Jenny X. Liu et al. Journal of Biomedical Informatics, 2015. Cites: paper

Feature Representation for ICU Mortality
Harini Suresh. arXiv (Cornell University), 2015. Cites: paper

Perpetual and Virtual Patients for Cardiorespiratory Physiological Studies
David Brossier, Michaël Sauthier, Xavier Alacoque et al. Journal of Pediatric Intensive Care, 2015. Cites: paper

Distilling Knowledge from Deep Networks with Applications to Healthcare Domain
Zhengping Che, Sanjay Purushotham, Robinder G. Khemani et al. arXiv (Cornell University), 2015. Cites: paper

Phenome-Wide Association Study
Jeremy Lyle Warner, Joshua C. Denny. Elsevier eBooks, 2015. Cites: paper

A Machine Learning Approach to False Alarm Detection for Critical Arrhythmia Alarms
Xing Wang, Yifeng Gao, Jessica Lin et al. International Conference on Machine Learning and Applications, 2015. Cites: paper

The development of human biometric identification using acceleration plethysmogram
Khairul Azami Sidek, Nur Izzati Zainal, Siti Nurfarah Ain Mohd Azam et al. The International Islamic University Malaysia Repository (The International Islamic University Malaysia), 2015. Cites: paper

Sodium modelling to reduce intradialytic hypotension during haemodialysis for acute kidney injury in the intensive care unit
Katherine E. Lynch, Fatimah Ghassemi, Jennifer E. Flythe et al. Nephrology, 2015. Cites: paper

Comparison between invasive and non-invasive blood pressure in young, middle and old age
Bing Liu, Li Qiao, Peng Qiu. Blood Pressure, 2015. Cites: paper

Doctor AI: Predicting Clinical Events via Recurrent Neural Networks
Edward Choi, Mohammad Taha Bahadori, Andy Schuetz et al. Europe PMC (PubMed Central), 2015. Cites: paper

VERTIcal Grid lOgistic regression (VERTIGO)
Yong Li, Xiaoqian Jiang, Shuang Wang et al. Journal of the American Medical Informatics Association, 2015. Cites: paper

Ensemble fuzzy models in personalized medicine: Application to vasopressors administration
Cátia M. Salgado, Susana Margarida Vieira, Luís F. Mendonça et al. Engineering Applications of Artificial Intelligence, 2015. Cites: paper

Automated Feature Learning: Mining Unstructured Data for Useful Abstractions
Abhishek Bafna, Jenna Wiens. Proceedings, 2015. Cites: paper

Constructing Disease Network and Temporal Progression Model via Context-Sensitive Hawkes Process
Edward Choi, Nan Du, Robert E. Chen et al. Proceedings, 2015. Cites: paper

Empirical modelling for dynamic visualization of ICU patient data streams
Keovessna Vong, Suwanna Rasmequan, Krisana Chinnasarn et al. Biomedical Engineering International Conference, 2015. Cites: paper

False alarm suppression in early prediction of cardiac arrhythmia
Shoumik Roychoudhury, Mohamed F. Ghalwash, Zoran Obradovic A. IEEE International Conference on Bioinformatics and Bioengineering (BIBE), 2015. Cites: paper

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