Publications citing MIMIC-II Clinical Database v2.6.0

Sepsis, the earlier the better, 3- to 1-hour bundle
Ciaran Farrell, Brian P. Casserly. Journal of Emergency and Critical Care Medicine, 2018. Cites: paper

SSTS: A syntactic tool for pattern search on time series
João Rodrigues, Duarte Folgado, David Belo et al. Information Processing & Management, 2018. Cites: paper

Cost-sensitive classifier chains: Selecting low-cost features in multi-label classification
Paweł Teisseyre, Damien Zufferey A, Marta Słomka. Pattern Recognition, 2018. Cites: paper

Concept acquisition and improved in-database similarity analysis for medical data
Ingmar Wiese, Nicole S. Sarna, Lena Wiese et al. Distributed and Parallel Databases, 2018. Cites: paper

A Lightweight Mobile Service for Context Representation through an IoT-oriented Ontology
Ernesto Fonseca Veiga, Lucas Balbino de Melo Ferreira, Mayke Ferreira Arruda et al. Brazilian Symposium on Multimedia and the Web, 2018. Cites: paper

A Composite and Wearable Sensor Kit for Location-Aware Healthcare Monitoring and Real-Time Trauma Scoring for Survival Prediction
Amit Walinjkar. Applied System Innovation, 2018. Cites: paper

The eICU Collaborative Research Database, a freely available multi-center database for critical care research
Tom Pollard, Alistair E. W. Johnson, Jesse D. Raffa et al. Scientific Data, 2018. Cites: paper

Predicting ICU readmission using grouped physiological and medication trends
Ye Xue, Diego Klabjan, Yuan Luo. Artificial Intelligence in Medicine, 2018. Cites: paper

Data to diagnosis in global health: a 3P approach
Rahul Krishnan Pathinarupothi, P. Durga, Ekanath Srihari Rangan. BMC Medical Informatics and Decision Making, 2018. Cites: paper

Early Prediction of Patient Mortality Based on Routine Laboratory Tests and Predictive Models in Critically Ill Patients
Sven Van Poucke, Ana Kovacevic, Milan Vukičević. InTech eBooks, 2018. Cites: paper

Semantic term weighting for clinical texts
Ryosuke Matsuo, Tu Bao Ho. Expert Systems with Applications, 2018. Cites: paper

Learning to Write Notes in Electronic Health Records
Peter J. Liu. arXiv (Cornell University), 2018. Cites: paper

Advancing the State of the Art in Clinical Natural Language Processing through Shared Tasks
Michele Filannino, Özlem Uzuner. Yearbook of Medical Informatics, 2018. Cites: paper

Towards Privacy-Preserving Forensic Analysis for Time-Series Medical Data
Xiaoning Liu, Xingliang Yuan, Joseph K. Liu. IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2018. Cites: paper

RETRACTED: Diagnosis labeling with disease-specific characteristics mining
Jun Guo, Xuan Yuan, Xia Zheng et al. Artificial Intelligence in Medicine, 2018. Cites: paper

Addressing Security and Privacy Challenges in Internet of Things
Arsalan Mosenia. arXiv (Cornell University), 2018. Cites: paper

Big Data for Predictive Analytics in High Acuity Health Settings
John Zaleski. Studies in big data, 2018. Cites: paper

Deriving High Performance Alerts from Reduced Sensor Data for Timely Intervention in Acute Hypotensive Episodes
Rahul Krishnan Pathinarupothi, Ekanath Srihari Rangan, P. Durga. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018. Cites: paper

The Role of Baroreflex Sensitivity in Acute Hypotensive Episodes Prediction in the Intensive Care Unit
Giovanni Angelotti, P. Morandini, Li-wei H. Lehman et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018. Cites: paper

Semantically Enhanced Dynamic Bayesian Network for Detecting Sepsis Mortality Risk in ICU Patients with Infection
Tony Wang, Tom Velez, Apostolova, Emilia et al. arXiv (Cornell University), 2018. Cites: paper

Robust heartbeat detection using multimodal recordings and ECG quality assessment with signal amplitudes dispersion
Zahra Rezaei Khavas, Babak Mohammadzadeh Asl. Computer Methods and Programs in Biomedicine, 2018. Cites: paper

Machine-learning Algorithm to Predict Hypotension Based on High-fidelity Arterial Pressure Waveform Analysis
Feras Hatib, Zhongping Jian, Sai Buddi et al. Anesthesiology, 2018. Cites: paper

A Hybrid Method for Normalization of Medical Concepts in Clinical Narrative
Yen-Fu Luo, Weiyi Sun, Anna Rumshisky. IEEE International Conference on Healthcare Informatics (ICHI), 2018. Cites: paper

Automatic Detection of Premature Ventricular Contraction Based on Photoplethysmography Using Chaotic Features and High Order Statistics
Mohammad Reza Yousefi, Mahdi Khezri, Razieh Bagheri et al. IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2018. Cites: paper

Fast and peer-to-peer vital signal learning system for cloud-based healthcare
Rongjun Xie, Ibrahim Khalil, Shahriar Badsha et al. Future Generation Computer Systems, 2018. Cites: paper

Event Detection in Wireless Body Area Networks Using Kalman Filter and Power Divergence
Osman Salem, Ahmed Serhrouchni, Ahmed Mehaoua et al. IEEE Transactions on Network and Service Management, 2018. Cites: paper

A Systematic Review on Healthcare Analytics: Application and Theoretical Perspective of Data Mining
Md Saiful Islam, Md Mahmudul Hasan, Xiaoyi Wang et al. Healthcare, 2018. Cites: paper

Machine Learning and Mobile Health Monitoring Platforms: A Case Study on Research and Implementation Challenges
Omar Boursalie, Reza Samavi, Thomas E. Doyle. Journal of Healthcare Informatics Research, 2018. Cites: paper

Translational and Disease Bioinformatics
Sandeep Kaushik, Chakrawarti Prasun, Deepak Sharma. Elsevier eBooks, 2018. Cites: paper

Big Data and Data Science in Critical Care
Lazaro Nelson Sanchez-Pinto, Yuan Luo, Matthew M. Churpek. CHEST Journal, 2018. Cites: paper

Epidemiology of patient monitoring alarms in the neonatal intensive care unit
Taibo Li, Minoru Matsushima, Wendy L. Timpson et al. Journal of Perinatology, 2018. Cites: paper

A Corpus of Drug Usage Guidelines Annotated with Type of Advice
Sarah Masud Preum, Md Rizwan Parvez, Kai-Wei Chang et al. Language Resources and Evaluation Conference (LREC), 2018. Cites: paper

Transfer Learning for Named-Entity Recognition with Neural Networks
Ji Young Lee, Franck Dernoncourt, Peter Szolovits. Language Resources and Evaluation Conference (LREC), 2018. Cites: paper

When Less is Better
P. Durga, Rahul Krishnan Pathinarupothi, Ekanath Srihari Rangan et al. International Conference on Digital Health, 2018. Cites: paper

Multiple Patient Monitoring in the Operating Room using a Head-Mounted Display
Paul D. Schlosser, Tobias Grundgeiger, Oliver Happel. CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA), 2018. Cites: paper

Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques
Monika Simjanoska, Martin Gjoreski, Matjaž Gams et al. Sensors, 2018. Cites: paper

Audio Based Handwriting Input for Tiny Mobile Devices
Tuo Yu, Haiming Jin, Klara Nahrstedt. IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), 2018. Cites: paper

Development of a vital signs monitoring wireless ear probe
Andre Bestbier, Pieter Rousseau Fourie. Biennial South African Biomedical Engineering Conference (SAIBMEC), 2018. Cites: paper

Time Series and Morphological Feature Extraction for Classifying Coronary Artery Disease from Photoplethysmogram
Rohan Banerjee, Sakyajit Bhattacharya, Shahnawaz Alam. IEEE International Conference on Acoustics Speech and Signal Processing, 2018. Cites: paper

Clinical Natural Language Processing in languages other than English: opportunities and challenges
Aurélie Névéol, Hercules Dalianis, Sumithra U. Velupillai et al. Journal of Biomedical Semantics, 2018. Cites: paper

Complexity of preoperative blood pressure dynamics: possible utility in cardiac surgical risk assessment
Teresa S. Henriques, Madalena D. Costa, Pooja A. Mathur et al. Journal of Clinical Monitoring and Computing, 2018. Cites: paper

Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units
Fatemeh Afghah, Abolfazl Razi, S. M. Reza Soroushmehr et al. Entropy, 2018. Cites: paper

Intelligent hybrid remote patient-monitoring model with cloud-based framework for knowledge discovery
Mohammed K. Hassan, Ali I. El Desouky, Sally M. Elghamrawy et al. Computers & Electrical Engineering, 2018. Cites: paper

Energy-efficient ECG compression in wearable body sensor network by leveraging empirical mode decomposition
Hui Huang, Shiyan Hu, Ye Sun. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2018. Cites: paper

Features extraction from vital signs to characterize acute respiratory distress syndrome
Aline Taoum, Marwan Noel Sabbagh, Hassan Amoud et al. Middle East Conference on Biomedical Engineering, 2018. Cites: paper

Mortality prediction with self normalizing neural networks in intensive care unit patients
M. A. H. Zahid, Joon Lee. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2018. Cites: paper

Personalised antimicrobial management in secondary care
Timothy M. Rawson. Spiral (Imperial College London), 2018. Cites: paper

Systematic review and directors survey of quality indicators for the cardiovascular intensive care unit
Michael Goldfarb, Lior Bibas, Laura Kristin Newby et al. International Journal of Cardiology, 2018. Cites: paper

One Score to Rule Them All? ICU Scoring at the Dawn of the Digital Age*
Tobias M. Merz. Critical Care Medicine, 2018. Cites: paper

Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care
Patrick Schwab, E. Keller, Carl Muroi et al. arXiv (Cornell University), 2018. Cites: paper

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