Publications citing MIMIC-II Clinical Database v2.6.0

A Survey on Big Data Application for Modality and Physiological Signal Analysis
Madeleine Liu Qinghui. 2022. Cites: paper

Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
Peter H Charlton, Kevin Kotzen, Elisa Mejía‐Mejía et al. Physiological Measurement, 2022. Cites: paper

INTEGRATE: A methodology to facilitate critical care research using multiple, linked electronic health records at population scale.
Rowena Griffiths, Laura Herbert, Ashley Akbari et al. International Journal for Population Data Science, 2022. Cites: paper

Using Bayesian Optimization and Wavelet Decomposition in GPU for Arterial Blood Pressure Estimation
José A. González‐Nóvoa, Laura Busto, Pablo Santana et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022. Cites: paper

JAN: Joint Attention Networks for Automatic ICD Coding
Yuzhou Wu, Zhigang Chen, Xin Yao et al. IEEE Journal of Biomedical and Health Informatics, 2022. Cites: paper

HydaLearn
Sam Verboven, Muhammad Hafeez Chaudhary, Jeroen Berrevoets et al. Applied Intelligence, 2022. Cites: paper

State-of-the-Art Deep Learning Methods on Electrocardiogram Data: Systematic Review
Γεώργιος Πετμεζάς, Leandros Stefanopoulos, Vassilis Kilintzis et al. JMIR Medical Informatics, 2022. Cites: paper

Entropy-Based Logic Explanations of Neural Networks
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini et al. Proceedings of the AAAI Conference on Artificial Intelligence, 2022. Cites: paper

BP-Net : Cuff-less and non-invasive blood pressure estimation via a generic deep convolutional architecture
Soheil Zabihi, Elahe Rahimian, Fatemeh Marefat et al. Biomedical Signal Processing and Control, 2022. Cites: paper

Reinforcement Learning based Recommender Systems: A Survey
M. Mehdi Afsar, Trafford Crump, Behrouz H. Far. ACM Computing Surveys, 2022. Cites: paper

KD-Informer: A Cuff-Less Continuous Blood Pressure Waveform Estimation Approach Based on Single Photoplethysmography
Chenbin Ma, Peng Zhang, Fan Song et al. IEEE Journal of Biomedical and Health Informatics, 2022. Cites: paper

Reducing False Alarms in Intensive Care Units: A Scoping Review
Jiayan Huo, Shu‐Fen Wung, Janet Meiling Roveda et al. Exploratory Research and Hypothesis in Medicine, 2022. Cites: paper

Ethnic disparities in publicly-available pulse oximetry databases
Fatemeh Y. Sinaki, Rabab Kreidieh Ward, Derek Abbott et al. Communications Medicine, 2022. Cites: paper

An Overview of the Sensors for Heart Rate Monitoring Used in Extramural Applications
Alessandra Galli, Roel J. H. Montree, Shuhao Que et al. Sensors, 2022. Cites: paper

A Review of Noninvasive Methodologies to Estimate the Blood Pressure Waveform
Tasbiraha Athaya, Sunwoong Choi. Sensors, 2022. Cites: paper

Predicting clinical outcomes using artificial intelligence and machine learning in neonatal intensive care units: a systematic review
Ryan Michael McAdams, Ravneet Ruby Kaur, Yao Sun et al. Journal of Perinatology, 2022. Cites: paper

Cardiac troponin-T combined with Hemoglobin and some clinical characteristics to predict mortality of sepsis patients in adult: A retrospective cohort study
Kai-Zhi Xu, Ping Xu, Juanjuan Li et al. Research Square, 2022. Cites: paper

DeepCNAP: A Deep Learning Approach for Continuous Noninvasive Arterial Blood Pressure Monitoring Using Photoplethysmography
Dong-Kyu Kim, Young‐Tak Kim, Hakseung Kim et al. IEEE Journal of Biomedical and Health Informatics, 2022. Cites: paper

Dynamic Bayesian network for predicting physiological changes, organ dysfunctions and mortality risk in critical trauma patients
Qi Chen, Bihan Tang, Jiaqi Song et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

Natural Language Processing as a Predictor of Mortality in Intensive Care Unit Patients
Mario V. Fusaro, Christian D. Becker, Daniel Miller et al. Research Square, 2022. Cites: paper

Death by Round Numbers: Glass-Box Machine Learning Uncovers Biases in Medical Practice
Benjamin J. Lengerich, Rich Caruana, Mark Nunnally et al. medRxiv, 2022. Cites: paper

Using Temporal Data Mining on Patient Data for Clinical Decision Making in the Care of the Sick Newborn.
Sidhartha Tan, K P Unnikrishnan. PubMed, 2022. Cites: paper

A new deep learning framework based on blood pressure range constraint for continuous cuffless BP estimation
Yongyi Chen, Dan Zhang, Hamid Reza Karimi et al. Neural Networks, 2022. Cites: paper

Concatenated convolutional neural network model for cuffless blood pressure estimation using fuzzy recurrence properties of photoplethysmogram signals
Ali Bahari Malayeri, Mohammad Bagher Khodabakhshi. Scientific Reports, 2022. Cites: paper

Use of unstructured text in prognostic clinical prediction models: a systematic review
Tom M Seinen, Egill Axfjord Fridgeirsson, Solomon Ioannou et al. Journal of the American Medical Informatics Association, 2022. Cites: paper

Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit
Yuanda Zhu, Janani Venugopalan, Zhenyu Zhang et al. Frontiers in Artificial Intelligence, 2022. Cites: paper

Association Between Platelet Levels and 28-Day Mortality in Patients With Sepsis: A Retrospective Analysis of a Large Clinical Database MIMIC-IV
Danni Wang, Suning Wang, Hao Wu et al. Frontiers in Medicine, 2022. Cites: paper

A novel nomogram to predict mortality in patients with stroke: a survival analysis based on the MIMIC-III clinical database
Xiaodan Li, Minmin Li. BMC Medical Informatics and Decision Making, 2022. Cites: paper

State-of-the-art Deep Learning Methods on Electrocardiogram Data: A Systematic Review (Preprint)
Γεώργιος Πετμεζάς, Leandros Stefanopoulos, Vassiis Kilintzis et al. 2022. Cites: paper

Severity scoring systems and different biochemical markers as predictors of mortality in the respiratory ICU
Maha M. Elkholy, Samiaa Hamdy Sadek, Reham Mohammed El-morshedy et al. Egyptian Journal of Chest Diseases and Tuberculosis, 2022. Cites: paper

Cardiac troponin-T combined with Hemoglobin and some clinical characteristics to predict mortality of sepsis patients in adult: A retrospective cohort study
Kai-Zhi Xu, Ping Xu, Juanjuan Li et al. Research Square, 2022. Cites: paper

Photoplethysmographic biometrics: A comprehensive survey
Ruggero Donida Labati, Vincenzo Piuri, Francesco Rundo et al. Pattern Recognition Letters, 2022. Cites: paper

A new approach for daily life Blood-Pressure estimation using smart watch
Jiayu He, Jianlin Ou, An He et al. Biomedical Signal Processing and Control, 2022. Cites: paper

A survey: From shallow to deep machine learning approaches for blood pressure estimation using biosensors
Sumbal Maqsood, Shuxiang Xu, Son N. Tran et al. Expert Systems with Applications, 2022. Cites: paper

Systematic Review and Comparison of Publicly Available ICU Data Sets—A Decision Guide for Clinicians and Data Scientists
Christopher Martin Sauer, Tariq A. Dam, Leo Anthony Celi et al. Critical Care Medicine, 2022. Cites: paper

Intelligent Bio-Impedance System for Personalized Continuous Blood Pressure Measurement
Ting-Wei Wang, Jhen‐Yang Syu, Hsiao-Wei Chu et al. Biosensors, 2022. Cites: paper

Using High-Fidelity Avatars to Advance Camera-Based Cardiac Pulse Measurement
Daniel McDuff, Javier Hernandez, Xin Liu et al. IEEE Transactions on Biomedical Engineering, 2022. Cites: paper

Association between circadian variation of heart rate and mortality among critically ill patients: a retrospective cohort study
Jingjing Zhang, Linyun Du, Jiamei Li et al. BMC Anesthesiology, 2022. Cites: paper

Dynamic time warping based arrhythmia detection using photoplethysmography signals
Neha Neha, Harish Kumar Sardana, N. Dogra et al. Signal Image and Video Processing, 2022. Cites: paper

Hybrid Convolutional Networks for End-to-End Event Detection in Concurrent PPG and PCG Signals Affected by Motion Artifacts
Davide Marzorati, Andrea Dorizza, Dario Bovio et al. IEEE Transactions on Biomedical Engineering, 2022. Cites: paper

CoCross: An ICT Platform Enabling Monitoring Recording and Fusion of Clinical Information Chest Sounds and Imaging of COVID-19 ICU Patients
Vassilis Kilintzis, Nikolaos Beredimas, Evangelos Kaimakamis et al. Healthcare, 2022. Cites: paper

Split ‘n’ merge net: A dynamic masking network for multi-task attention
Tharindu Fernando, Sridha Sridharan, Simon Denman et al. Pattern Recognition, 2022. Cites: paper

Applied machine learning for blood pressure estimation using a small, real-world electrocardiogram and photoplethysmogram dataset
Mark Kei Fong Wong, Hao Hei, Si Zhou Lim et al. Mathematical Biosciences & Engineering, 2022. Cites: paper

A Review of Facial Thermography Assessment for Vital Signs Estimation
Syaidatus Syahira Ahmad Tarmizi, Nor Surayahani Suriani, Fadilla ‘Atyka Nor Rashid. IEEE Access, 2022. Cites: paper

Artificial Intelligence for Detection of Cardiovascular-Related Diseases from Wearable Devices: A Systematic Review and Meta-Analysis
Solam Lee, Yuseong Chu, Jiseung Ryu et al. Yonsei Medical Journal, 2022. Cites: paper

Association between basal platelet count and all-cause mortality in critically ill patients with acute respiratory failure: a secondary analysis from the eICU collaborative research database.
Chuan Xiao, Zuoan Qin, Jingjing Xiao et al. PubMed Central, 2022. Cites: paper

Association of Red Blood Cell Distribution Width-Albumin Ratio for Acute Myocardial Infarction Patients with Mortality: A Retrospective Cohort Study
Dan Li, Zhishen Ruan, Bo Wu. Clinical and Applied Thrombosis/Hemostasis, 2022. Cites: paper

A Sub-network Aggregation Neural Network for Non-invasive Blood Pressure Prediction
Xinghui Zhang, Chun-Hou Zheng, Peng Chen et al. Lecture notes in computer science, 2022. Cites: paper

Clinical Severity Level Prediction Based Optimal Medical Resource Allocation at Mass Casualty Incident
Diana Olivia, Cynthia Amrutha, Ashalatha Nayak et al. IEEE Access, 2022. Cites: paper

Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research
Zhibo Zhang, Hussam Al Hamadi, Ernesto Damiani et al. IEEE Access, 2022. Cites: paper

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