Publications citing MIMIC-II Clinical Database v2.6.0

Validation Process of a High-Resolution Database in a Pediatric Intensive Care Unit -- Describing the Perpetual Patient's Validation
Audrey Mathieu, Michaël Sauthier, Philippe A. Jouvet et al. 2020. Cites: paper

Expert-augmented machine learning
Efstathios D. Gennatas, Jerome H. Friedman, Lyle Ungar et al. Proceedings of the National Academy of Sciences, 2020. Cites: paper

Proton Pump Inhibitor Use Before ICU Admission Is Not Associated With Mortality of Critically Ill Patients
Lin Shi, Dan Zhang. The Journal of Clinical Pharmacology, 2020. Cites: paper

A classification model for prediction of clinical severity level using qSOFA medical score
Diana Olivia, Ashalatha Nayak, Mamatha Balachandra et al. Information Discovery and Delivery, 2020. Cites: paper

On-Device Integrated PPG Quality Assessment and Sensor Disconnection/Saturation Detection System for IoT Health Monitoring
Gangireddy Narendra Kumar Reddy, M. Sabarimalai Manikandan, Neti V. L. Narasimha Murty. IEEE Transactions on Instrumentation and Measurement, 2020. Cites: paper

Brief introduction of medical database and data mining technology in big data era
Jin Yang, Yuanjie Li, Qingqing Liu et al. Journal of Evidence-Based Medicine, 2020. Cites: paper

Early prediction of ICU readmissions using classification algorithms
Melina Silva de Loreto, Thiago Costa Lisboa, Viviane P. Moreira. Computers in Biology and Medicine, 2020. Cites: paper

Privacy-preserving biomedical database queries with optimal privacy-utility trade-offs
Hyunghoon Cho, Sean Simmons, Ryan Kim et al. bioRxiv (Cold Spring Harbor Laboratory), 2020. Cites: paper

Nonlinear Dynamic Modeling of Blood Pressure Waveform: Towards an Accurate Cuffless Monitoring System
Cederick Landry, Sean D. Peterson, Arash Arami. IEEE Sensors Journal, 2020. Cites: paper

PIC, a paediatric-specific intensive care database
Xian Liang Zeng, Gang Yu, Lu Yang et al. Scientific Data, 2020. Cites: paper

A Predictive Model for Acute Respiratory Distress Syndrome Mortality Using Red Cell Distribution Width
Ala L. Alkhatib, Lori Lyn Price, Rania Esteitie et al. Critical Care Research and Practice, 2020. Cites: paper

A Deep Learning H2O Framework for Emergency Prediction in Biomedical Big Data
Ahmed Saad Elsayad, Ali I. El Desouky, Mofreh Mohamed Salem et al. IEEE Access, 2020. Cites: paper

An Automated Algorithm for Estimating Respiration Rate from PPG Signals
Kinjarapu Manojkumar, Srinivas Boppu, M. Sabarimalai Manikandan. Communications in computer and information science, 2020. Cites: paper

A Novel Approach for Modelling the Relationship between Blood Pressure and ECG by using Time-series Feature Extraction
Stefan Kochev, Neven Stevchev, Svetlana A. Kocheva et al. International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC), 2020. Cites: paper

Application of Machine Learning and Word Embeddings in the Classification of Cancer Diagnosis Using Patient Anamnesis
Andrés Ramos Magna, Héctor Allende‐Cid, Carla Taramasco et al. IEEE Access, 2020. Cites: paper

Clinical Concept Linking with Contextualized Neural Representations
Elliot Schumacher, Andriy Mulyar, Mark H. Dredze. Annual Meeting of the Association for Computational Linguistics (ACL), 2020. Cites: paper

Continuous Non-Invasive Blood Pressure Monitoring: A Methodological Review on Measurement Techniques
Tai Le, Floranne Ellington, Tao-Yi Lee et al. IEEE Access, 2020. Cites: paper

Do Hyponatremia or Its Underlying Mechanisms Associate With Mortality Risk in Observational Data?
John Danziger, Joon Lee, Roger G. Mark et al. Critical Care Explorations, 2020. Cites: paper

LEVERAGING TEMPORAL SUBSEQUENCES FOR TIME-SERIES CLASSIFICATION
Shoumik Roychoudhury. TUScholarShare (Temple University), 2020. Cites: paper

Optimization Frameworks for Fair Data-Driven Decision Making
Mahbod Olfat. eScholarship (California Digital Library), 2020. Cites: paper

Prediction of Chronic Diseases With Multi-Label Neural Network
Ruiquan Ge, Renfeng Zhang, Pu Wang. IEEE Access, 2020. Cites: paper

Stages-Based ECG Signal Analysis From Traditional Signal Processing to Machine Learning Approaches: A Survey
Muhammad Wasimuddin, Khaled M. Elleithy, Abdelshakour Abuzneid et al. IEEE Access, 2020. Cites: paper

Synthesizing Quality Open Data Assets from Private Health Research Studies
Andrew Yale, Saloni Dash, Karan Bhanot et al. Lecture notes in business information processing, 2020. Cites: paper

Improving Patient Cohort Identification using Neural Word Embedding with Structured Analysis
Md. Jahidul Islam, Julia Rahman, Md Khaled Ben Islam. International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), 2019. Cites: paper

Are the Interpulse Intervals of an ECG signal a good source of entropy? An in-depth entropy analysis based on NIST 800-90B recommendation
Lara Ortiz‐Martin, Pablo Picazo‐Sanchez, Pedro Peris Lopez. Future Generation Computer Systems, 2019. Cites: paper

Boosting ICD multi-label classification of health records with contextual embeddings and label-granularity
Alberto Blanco, Olatz Perez-de-Viñaspre, Alicia Pérez et al. Computer Methods and Programs in Biomedicine, 2019. Cites: paper

Feature Engineering Combined with 1 D Convolutional Neural Network for Improved Mortality Prediction
Saumil Maheshwari, Rohit Verma, Anupam Shukla et al. arXiv (Cornell University), 2019. Cites: paper

Blind, Cuff-less, Calibration-Free and Continuous Blood Pressure Estimation using Optimized Inductive Group Method of Data Handling
Mohammad Reza Mohebbian, Anh Dinh, Khan A. Wahid et al. Biomedical Signal Processing and Control, 2019. Cites: paper

SECNLP: A survey of embeddings in clinical natural language processing
Katikapalli Subramanyam Kalyan, S. Sangeetha. Journal of Biomedical Informatics, 2019. Cites: paper

Élaboration et validation d'une base de données haute résolution destinée à la calibration d'un patient virtuel utilisable pour l'enseignement et la prise en charge personnalisée des patients en réanimation pédiatrique
David Brossier. 2019. Cites: paper

Learning unsupervised contextual representations for medical synonym discovery
Elliot Schumacher, Mark H. Dredze. JAMIA Open, 2019. Cites: paper

Data-driven Discovery of a Sepsis Patients Severity Prediction in the ICU via Pre-training BiLSTM Networks
Qing Li, Lei Frank Huang, Jiang Zhong et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019. Cites: paper

Information Technology in Critical Care
Michael A. De Georgia, Farhad Kaffashi, Frank J. Jacono et al. Springer eBooks, 2019. Cites: paper

Multiple Physiological Signals Fusion Techniques for Improving Heartbeat Detection: A Review
Javier Tejedor, Constantino Antonio García Martínez, David G. Márquez et al. Sensors, 2019. Cites: paper

[Construction of multi-parameter emergency database and preliminary application research].
Junmei Wang, Tongbo Liu, Yuyao Sun et al. PubMed Central, 2019. Cites: paper

LiSep LSTM: A Machine Learning Algorithm for Early Detection of Septic Shock
Josef Fagerström, Magnus Bång, Daniel Wilhelms et al. Scientific Reports, 2019. Cites: paper

A Cascaded Convolutional Neural Network for Assessing Signal Quality of Dynamic ECG
Qifei Zhang, Lingjian Fu, Gu Linyue. Computational and Mathematical Methods in Medicine, 2019. Cites: paper

The Univariate Flagging Algorithm (UFA): An interpretable approach for predictive modeling
Mallory Sheth, Albert Gerovitch, Roy E. Welsch et al. PLoS ONE, 2019. Cites: paper

Smart "health of things"
Oton Crispim Braga, Francisco Milton Mendes Neto, Antonio M. B. Oliveira et al. Brazilian Symposium on Multimedia and the Web, 2019. Cites: paper

A Robust Neural Network-Based Method to Estimate Arterial Blood Pressure Using Photoplethysmography
Buddhishan Manamperi, Charith D. Chitraranjan. IEEE International Conference on Bioinformatics and Bioengineering (BIBE), 2019. Cites: paper

Constructing a Comprehensive Clinical Database Integrating Patients' Data from Intensive Care Units and General Wards
Tongbo Liu, Xiaoli Liu, Yong Fan et al. International Congress on Image and Signal Processing (CISP), 2019. Cites: paper

Joint Exploitation of Hemodynamic and Electrocardiographic Signals by Hidden Markov Models for Heartbeat Detection
Nelson F. Monroy, Miguel Altuve. World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany, 2019. Cites: paper

Preoperative Blood Pressure Complexity Indices as a Marker for Frailty in Patients Undergoing Cardiac Surgery
Valluvan Rangasamy, Teresa S. Henriques, Xinling Xu et al. Journal of Cardiothoracic and Vascular Anesthesia, 2019. Cites: paper

Nocturnal Mean Arterial Pressure Rising Is Associated With Mortality in the Intensive Care Unit: A Retrospective Cohort Study
Jiamei Li, Ruohan Li, Ya Gao et al. Journal of the American Heart Association, 2019. Cites: paper

Cohort selection for clinical trials: n2c2 2018 shared task track 1
Amber Stubbs, Michele Filannino, Ergin Soysal et al. Journal of the American Medical Informatics Association, 2019. Cites: paper

Leveraging implicit expert knowledge for non-circular machine learning in sepsis prediction
Shigehiko Schamoni, Holger A. Lindner, Verena Schneider-Lindner et al. Artificial Intelligence in Medicine, 2019. Cites: paper

Feature Engineering for ICU Mortality Prediction Based on Hourly to Bi-Hourly Measurements
Ahmed Youssef Ali Amer, Julie Vranken, Femke Wouters et al. Applied Sciences, 2019. Cites: paper

A nomogram for predicting the risk of sepsis in patients with acute cholangitis
Qingqing Liu, Quan Zhou, Meina Song et al. Journal of International Medical Research, 2019. Cites: paper

Predicting sepsis with a recurrent neural network using the MIMIC III database
Matthieu Scherpf, Felix Gräßer, Hagen Malberg et al. Computers in Biology and Medicine, 2019. Cites: paper

Changes in nonlinear dynamic complexity measures of blood pressure during anesthesia for cardiac surgeries using cardio pulmonary bypass
Valluvan Rangasamy, Teresa S. Henriques, Pooja A. Mathur et al. Journal of Clinical Monitoring and Computing, 2019. Cites: paper

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