Publications citing MIMIC-II Clinical Database v2.6.0

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, 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

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

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

Feature Selection Under Budget Constraint in Medical Applications: Analysis of Penalized Empirical Risk Minimization Methods
Tomasz Klonecki, Paweł Teisseyre. Applied Intelligence, 2022. Cites: paper

Heart blockage
Anirban Dutta Choudhury, Rohan Banerjee, Sanjay Kimbahune et al. Elsevier eBooks, 2022. Cites: paper

Improving Mortality Prediction in ICU by Learning Long-Tailed Population of Patients Through Graph-Domain Aggregation
Yunseob Shin, Yunwon Tae, Yeha Lee. IEEE Access, 2022. Cites: paper

Machine Learning Predicts Mortality Risk in Different Periods for Acute Kidney Injury Patients after Commencing Continuous Renal Replacement Therapy
Ning Li, Xingyu Zhu, Yi Wang et al. SSRN Electronic Journal, 2022. Cites: paper

Predictive Analysis of Clinical Outcomes Using an Enhanced Random Survival Forest for Heart Failure Patients
E. Laxmi Lydia, Karthikeyan Kaliyaperumal, G. Jose Moses. Lecture notes on data engineering and communications technologies, 2022. Cites: paper

Res-SE-ConvNet: A Deep Neural Network for Hypoxemia Severity Prediction for Hospital In-Patients Using Photoplethysmograph Signal
Talha Ibn Mahmud, Sheikh Asif Imran, Celia Shahnaz. IEEE Journal of Translational Engineering in Health and Medicine, 2022. Cites: paper

Supporting Patient Nutrition in Critical Care Units
Kamran Soomro, Elias Pimenidis, Chris McWilliams. Communications in computer and information science, 2022. Cites: paper

AMMU: A survey of transformer-based biomedical pretrained language models
Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, S. Sangeetha. Journal of Biomedical Informatics, 2021. Cites: paper

Medical devices and medical systems—Essential safety and performance requirements for equipment comprising the patient-centric integrated clinical environment (ICE): Part 2-1: Particular requirements for forensic data logging
2021. Cites: paper

Development of a Lexicon for Pain
Jaya Chaturvedi, Aurelie Mascio, Sumithra U. Velupillai et al. Frontiers in Digital Health, 2021. Cites: paper

On Missingness Features in Machine Learning Models for Critical Care: Observational Study
Janmajay Singh, Masahiro Sato, Tomoko Ohkuma. JMIR Medical Informatics, 2021. Cites: paper

Hidden in Plain Sight: Clinical Informaticians are the Oncology Subspecialists You Did Not Know You Needed
Eugene Kim, Danielle S. Bitterman, Benjamin Harris Kann et al. Clinical Oncology, 2021. Cites: paper

Developing and verifying a multivariate model to predict the survival probability after coronary artery bypass grafting in patients with coronary atherosclerosis based on the MIMIC-III database
Chengzhuo Li, Fengshuo Xu, Didi Han et al. Heart & Lung, 2021. Cites: paper

Prognostic value of the albumin-bilirubin score in critically ill patients with heart failure
Yanting Luo, Zexiong Li, Jinlai Liu et al. Annals of Palliative Medicine, 2021. Cites: paper

A CNN Model for cuffless Blood Pressure Estimation from Nonlinear Characteristics of PPG Signals
Naeem Eslamyeh, Seyede Zohreh Sadredini, Mohammad Bagher Khodabakhshi. National and International Iranian Conference on Biomedical Engineering (ICBME), 2021. Cites: paper

Cuff-Less Blood Pressure Estimation From Photoplethysmography via Visibility Graph and Transfer Learning
Weinan Wang, Pedram Mohseni, Kevin L. Kilgore et al. IEEE Journal of Biomedical and Health Informatics, 2021. Cites: paper

Using Deep Learning to Identify Patients with Cognitive Impairment in Electronic Health Records
Tanish Tyagi, Colin Magdamo, Ayush Noori et al. arXiv (Cornell University), 2021. Cites: paper

Blood Pressure and Heart Rate Measurements Using Photoplethysmography with Modified LRCN
Samih M. Mostafa, Sahar Ahmed Idris, Manjit Kaur. Computers, materials & continua/Computers, materials & continua (Print), 2021. Cites: paper

Design and validation of a respiratory rate estimation algorithm based on photoplethysmography (PPG) signal
Fernando Icazatti, Carlos Rubén Dell’Aquila, Eric Laciar. Workshop on Information Processing and Control, 2021. Cites: paper

Machine learning methods as a tool for diagnostic and prognostic research in cardiovascular disease
Charos Khidirova, Shakhnoza Sadikova, Shamil Mukhsinov et al. International Conference on Information Science and Communications Technologies (ICISCT), 2021. Cites: paper

Arrhythmia detection and classification using ECG and PPG techniques: a review
Neha Neha, Harish Kumar Sardana, R. Kanwade et al. Physical and Engineering Sciences in Medicine, 2021. Cites: paper

Prédiction des épisodes d'hypotension à partir de données longitudinales à haute fréquence recueillies auprès de patients en soins intensifs
Ményssa Cherifa. theses.fr (ABES), 2021. Cites: paper

Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing
Daniel McDuff, Xin Liu, Javier Hernandez et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Respiratory Rate Estimations using Three Respiratory-Induced Variations on Photoplethysmogram
Nurafifah Fikriastuti, Habibur Muhaimin. 2021. Cites: paper

A Novel Nomogram for Predicting Survival in Patients with Severe Acute Pancreatitis: An Analysis Based on the Large MIMIC-III Clinical Database
Didi Han, Fengshuo Xu, Chengzhuo Li et al. Emergency Medicine International, 2021. Cites: paper

Sepsis prediction, early detection, and identification using clinical text for machine learning: a systematic review
Melissa Y. Yan, Lise Tuset Gustad, Øystein Nytrø A. Journal of the American Medical Informatics Association, 2021. Cites: paper

A scoping review of artificial intelligence applications in thoracic surgery
Kenneth Patrick Seastedt, Dana Moukheiber, Saurabh Mahindre et al. European Journal of Cardio-Thoracic Surgery, 2021. Cites: paper

Prediction of arterial blood pressure waveforms from photoplethysmogram signals via fully convolutional neural networks
Juan Cheng, Yufei Xu, Rencheng Song et al. Computers in Biology and Medicine, 2021. Cites: paper

Using Restricted Cubic Splines to Study the Trajectory of Systolic Blood Pressure in the Prognosis of Acute Myocardial Infarction
Shuai Zheng, Fengzhi Zhao, Rui Yang et al. Frontiers in Cardiovascular Medicine, 2021. Cites: paper

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