Publications citing MIMIC-III Waveform Database Matched Subset v1.0

Association between serum ferritin and outcomes in critically ill patients: a retrospective analysis of a large intensive care unit database
Linli Sang, Weiyun Teng, Mengmeng Zhao et al. Chinese Medical Journal, 2022. Cites: paper

Platelet Transfusion in Patients With Sepsis and Thrombocytopenia: A Propensity Score-Matched Analysis Using a Large ICU Database
Shuangjun He, Chenyu Fan, Jun Ma et al. Frontiers in Medicine, 2022. Cites: paper

Postoperative Serum Creatinine Serves as a Prognostic Predictor of Cardiac Surgery Patients
Jian Hou, Liqun Shang, Suiqing Huang et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

The predictive value of the Oxford Acute Severity of Illness Score for clinical outcomes in patients with acute kidney injury
Na Wang, Meiping Wang, Li Jiang et al. Renal Failure, 2022. Cites: paper

Association of Thiamine Use with Outcomes in Patients with Sepsis and Alcohol Use Disorder: An Analysis of the MIMIC-III Database
Chang Hu, Tong Wu, Siqing Ma et al. Infectious Diseases and Therapy, 2022. Cites: paper

Learning dynamic treatment strategies for coronary heart diseases by artificial intelligence: real-world data-driven study
Haihong Guo, Jiao Li, Hongyan Liu et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

Machine learning for the prediction of acute kidney injury in critical care patients with acute cerebrovascular disease
Xiaohong Zhang, Siying Chen, Kunmei Lai et al. Renal Failure, 2022. Cites: paper

Hospital Readmission Prediction Using Clinical Admission Notes
Nischay Bikram Thapa, Sattar Seifollahi, Sona Taheri. Australasian Computer Science Week (ACSW), 2022. Cites: paper

Interaction-aware Drug Package Recommendation via Policy Gradient
Zhi Zheng, Chao Wang, Tong Xu et al. ACM Transactions on Information Systems, 2022. Cites: paper

Machine Learning Techniques in Blood Pressure Management During the Acute Phase of Ischemic Stroke
Orit Mazza, Onn M. Shehory, Nirit Lev. Frontiers in Neurology, 2022. Cites: paper

Multi-channel fusion LSTM for medical event prediction using EHRs
Sicen Liu, Xiaolong Wang, Yang Xiang et al. Journal of Biomedical Informatics, 2022. Cites: paper

Intelligent Clinical Decision Support
Michael R. Pinsky, Artur W. Dubrawski, Gilles Clermont. Sensors, 2022. Cites: paper

Quality assurance of integrative big data for medical research within a multihospital system
Yi‐Chia Lee, Ying‐Ting Chao, Pei‐Ju Lin et al. Journal of the Formosan Medical Association, 2022. Cites: paper

Blood Urea Nitrogen to Serum Albumin Ratio as a New Prognostic Indicator in Critical Patients with Chronic Heart Failure
Zebin Lin, Yipin Zhao, Xiao Li et al. ESC Heart Failure, 2022. Cites: paper

Big Data Analytics and Information Science for Business and Biomedical Applications
Shahzad Ahmed, Farouk S. Nathoo. MDPI eBooks, 2022. Cites: paper

Cox-LASSO Analysis for Hospital Mortality in Patients With Sepsis Received Continuous Renal Replacement Therapy: A MIMIC-III Database Study
Chunxia Wang, Jianli Zheng, Jinxia Wang et al. Frontiers in Medicine, 2022. Cites: paper

Evaluation Methods and Measures for Causal Learning Algorithms
Lu Cheng, Ruocheng Guo, Raha Moraffah et al. IEEE Transactions on Artificial Intelligence, 2022. Cites: paper

Early warning model for death of sepsis via length insensitive temporal convolutional network
Minghui Gong, Jingming Liu, Chunping Li et al. Medical & Biological Engineering & Computing, 2022. Cites: paper

A-SHIP: Ontology-Based Adaptive Sustainable Healthcare Insurance Policy
Maryam Al‐Thawadi, Farag Sallabi, Mamoun Awad et al. Sustainability, 2022. Cites: paper

Robust multifocus deep neural network for progression prediction on patient trajectory data
K. Arun Kumar, S. Vasundra. International Journal of Intelligent Computing and Cybernetics, 2022. Cites: paper

Transportability and Implementation Challenges of Early Warning Scores for Septic Shock in the ICU: A Perspective on the TREWScore
Michael S. A. Niemantsverdriet, Meri R.J. Varkila, Jacqueline L. P. Vromen-Wijsman et al. Frontiers in Medicine, 2022. Cites: paper

Curated variation benchmarks for challenging medically relevant autosomal genes
Justin Wagner, Nathan D. Olson, Lindsay N. Harris et al. Nature Biotechnology, 2022. Cites: paper

Wearable Photoplethysmography for Cardiovascular Monitoring.
Peter H Charlton, P. A. Kyriacou, Jonathan Mant et al. KTUePubl (Repository of Kaunas University of Technology), 2022. Cites: paper

Evaluating semantic similarity methods for comparison of text-derived phenotype profiles
Luke T. Slater, Sophie Russell, Silver Makepeace et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

Mortality according to the cumulative time of systolic blood pressure in critically ill patients: a retrospective cohort study and propensity analysis (Preprint)
Peng Zhang, Huiping Li, Anmin Hu. 2022. Cites: paper

A prediction model for 30-day deaths of cirrhotic patients in intensive care unit hospitalization
Yuyuan Hu, Dongling Chen, Qian Li et al. Medicine, 2022. Cites: paper

Clinical language search algorithm from free-text: facilitating appropriate imaging
Gunvant Chaudhari, Yeshwant Reddy Chillakuru, Timothy L. Chen et al. BMC Medical Imaging, 2022. Cites: paper

Clustering analysis based on PiCCO parameters in patients with septic shock
Yanfei Shen, Caibao Hu, Guolong Cai et al. medRxiv, 2022. Cites: paper

Federated Learning for Healthcare: Systematic Review and Architecture Proposal
Rodolfo Stoffel Antunes, Cristiano André da Costa, Arne Küderle et al. ACM Transactions on Intelligent Systems and Technology, 2022. Cites: paper

Vital signs as a source of racial bias
Bojana Velichkovska, Hristijan Gjoreski, Daniel Denkovski et al. medRxiv, 2022. Cites: paper

Beyond Medical Imaging - A Review of Multimodal Deep Learning in Radiology
Lars Heiliger, Anjany Sekuboyina, Bjoern H. Menze et al. 2022. Cites: paper

Optimal dynamic treatment regime estimation using information extraction from unstructured clinical text
Nina Zhou, Robert D. Brook, Ivo D. Dinov et al. Biometrical Journal, 2022. Cites: paper

The “Ecosystem as a Service (EaaS)” approach to advance clinical artificial intelligence (cAI)
Julian Euma Ishii-Rousseau, Shion Seino, Daniel K. Ebner et al. PLOS Digital Health, 2022. Cites: paper

Incorporating uncertainty in learning to defer algorithms for safe computer-aided diagnosis
Jessie Liu, Blanca Gallego, Sebastiano Barbieri. Scientific Reports, 2022. Cites: paper

Relationship Between Serial Lactate Testing and Clinical Outcome of Critically Ill Patients With Sepsis
Bing Zhang, Gongke Li, Yurong Wang et al. Research Square, 2022. Cites: paper

Antimicrobial and Microbiological Characteristics of Critically Ill Patients with Complicated Intra-Abdominal Infection: Observational Data from Beth Israel Deaconess Medical Center
Yingmu Tong, Qinglin Li, Sinan Liu et al. International Journal of General Medicine, 2022. Cites: paper

Disambiguating Clinical Abbreviations Using a One-Fits-All Classifier Based on Deep Learning Techniques
Areej Jaber, Paloma Martı́nez. Methods of Information in Medicine, 2022. Cites: paper

Recent Advances in Representation Learning for Electronic Health Records: A Systematic Review
Xiaocong Liu, Huazhen Wang, Ting He et al. Journal of Physics Conference Series, 2022. Cites: paper

Research on public health crisis early warning system based on context awareness
Yingzhi Li, Laiyuan Xiao. Technology and Health Care, 2022. Cites: paper

The effects of midazolam or propofol plus fentanyl on ICU mortality: a retrospective study based on the MIMIC-IV database
Wen Yang Sun, Yan Yang, Shidong Hu et al. Annals of Translational Medicine, 2022. Cites: paper

The Neutrophil-to-Albumin Ratio as a New Predictor of All-Cause Mortality in Patients with Heart Failure
Zesong Hu, Jie Wang, Yangjing Xue et al. Journal of Inflammation Research, 2022. Cites: paper

External Validation of a Laboratory Prediction Algorithm for the Reduction of Unnecessary Labs in the Critical Care Setting
Linda T. Li, Tongtong Huang, Elmer Victor Bernstam et al. The American Journal of Medicine, 2022. Cites: paper

Membership Inference Attacks on Machine Learning: A Survey
Hongsheng Hu, Zoran A. Salcic, Lichao Sun et al. ACM Computing Surveys, 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

MedGCN: Medication recommendation and lab test imputation via graph convolutional networks
Chengsheng Mao, Liang Yao, Yuan Luo. Journal of Biomedical Informatics, 2022. Cites: paper

Internal and External Validation of a Machine Learning-assisted Predicting Models for Mechanical Ventilation-associated Severe Acute Kidney Injury
Cong Feng. Research Square, 2022. Cites: paper

Prediction Models for Sepsis-Associated Thrombocytopenia Risk in Intensive Care Units Based on a Machine Learning Algorithm
Xuandong Jiang, Yun Wang, Yuting Pan et al. Frontiers in Medicine, 2022. Cites: paper

Predictive Model for ICU Readmission Based on Discharge Summaries Using Machine Learning and Natural Language Processing
Negar Orangi-Fard, Alireza Akhbardeh, Hersh Sagreiya. Informatics, 2022. Cites: paper

Developing machine learning models for prediction of mortality in the medical intensive care unit
Beatriz Nistal‐Nuño. Computer Methods and Programs in Biomedicine, 2022. Cites: paper

Cited by