Publications citing MIMIC-III Clinical Database Demo v1.4

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

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

External validation of the Hospital Frailty Risk Score among older adults receiving mechanical ventilation
Eric J. Sy, Sandy Kassir, Jonathan F. Mailman et al. Research Square, 2022. Cites: paper

Intra‐aortic balloon pump in cardiogenic shock: A propensity score matching analysis
Sheng Yuan, Jining He, Zhongxing Cai et al. Catheterization and Cardiovascular Interventions, 2022. Cites: paper

CHIMERA: A 0.92-TOPS, 2.2-TOPS/W Edge AI Accelerator With 2-MByte On-Chip Foundry Resistive RAM for Efficient Training and Inference
Kartik Prabhu, Albert Gural, Zainab F. Khan et al. IEEE Journal of Solid-State Circuits, 2022. Cites: paper

New JBI policy emphasizes clinically-meaningful novel machine learning methods
Allan Tucker, Thomas Kannampallil, Samah Jamal Fodeh et al. Journal of Biomedical Informatics, 2022. Cites: paper

Peeking into a black box, the fairness and generalizability of a MIMIC-III benchmarking model
Eliane Röösli, Selen Bozkurt, Tina Hernandez‐Boussard. Scientific Data, 2022. Cites: paper

Mortality, disease progression, and disease burden of acute kidney injury in alcohol use disorder subpopulation
Jenish Maharjan, Sidney Le, Abigail Green‐Saxena et al. The American Journal of the Medical Sciences, 2022. Cites: paper

Deep survival algorithm based on nuclear norm
Jianyang Tong, Xuejing Zhao. Journal of Statistical Computation and Simulation, 2022. Cites: paper

External validation of a deep learning prediction model for in-hospital mortality among ICU patients
Shangping Zhao, Pan Liu, Guanxiu Tang et al. IEEE International Conference on Power, Electronics and Computer Applications (ICPECA), 2022. Cites: paper

Mechanical power of ventilation is associated with mortality in neurocritical patients: a cohort study
Xiaofeng Jiang, Yanhong Zhu, Shuai Zhen et al. Journal of Clinical Monitoring and Computing, 2022. Cites: paper

Prognostic value of hyperuricemia for patients with sepsis in the intensive care unit
Shizhen Liu, Zhihua Zhong, Fanna Liu. Scientific Reports, 2022. Cites: paper

Unifying Diagnosis Identification and Prediction Method Embedding the Disease Ontology Structure From Electronic Medical Records
Jingfeng Chen, Chonghui Guo, Menglin Lu et al. Frontiers in Public Health, 2022. Cites: paper

Machine learning model for predicting acute kidney injury progression in critically ill patients
Canzheng Wei, Lifan Zhang, Yunxia Feng et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

The Secondary Use of Electronic Health Records for Data Mining: Data Characteristics and Challenges
Tabinda Sarwar, Sattar Seifollahi, Jeffrey Chan et al. ACM Computing Surveys, 2022. Cites: paper

Atrial Fibrillation Is Not an Independent Determinant of Mortality Among Critically Ill Acute Ischemic Stroke Patients: A Propensity Score-Matched Analysis From the MIMIC-IV Database
Chen-Shu Wu, Po‐Huang Chen, Shu‐Hao Chang et al. Frontiers in Neurology, 2022. Cites: paper

Privacy preserving framework using Gaussian mutation based firebug optimization in cloud computing
K. Anand, A. Vijayaraj, M. Vijay Anand. The Journal of Supercomputing, 2022. Cites: paper

Prognostic value of the lactate–albumin difference for predicting in-hospital mortality in critically ill patients with sepsis
Gülbin Töre Altun, Mustafa Kemal Arslantaş, Pelin Çorman Dinçer et al. Marmara medical journal, 2022. Cites: paper

The potential effect of blood glucose on the obesity paradox in patients with severe stroke: a retrospective observational study
Zisheng Ma, Shunxian Li, Xinjiang Lin. Research Square, 2022. Cites: paper

Evaluating pointwise reliability of machine learning prediction
Giovanna Nicora, Miguel Rios, Ameen Abu–Hanna et al. Journal of Biomedical Informatics, 2022. Cites: paper

A Deep Learning Program to Predict Acute Kidney Injury
Xiaoqiang Li. Studies in health technology and informatics, 2022. Cites: paper

Machine Learning, Clinical Notes and Knowledge Graphs for Early Prediction of Acute Kidney Injury in the Intensive Care
Iacopo Vagliano, Wei-Hsiang Hsu, Martijn C. Schut. Studies in health technology and informatics, 2022. Cites: paper

An explainable machine learning framework for lung cancer hospital length of stay prediction
Belal Saeed Alsinglawi, Osama Alshari, Mohammed Sayel Alorjani et al. Scientific Reports, 2022. Cites: paper

Comparison of different feature extraction methods for applicable automated ICD coding
Zhao Shuai, Xiaolin Diao, Jing Yuan et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

Effects of Transthoracic Echocardiography on the Prognosis of Patients with Acute Respiratory Distress Syndrome: A Propensity Score Matched Analysis of the MIMIC-III Database
Daoran Dong, Yan Wang, Chan Wang et al. Research Square, 2022. Cites: paper

Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling
Sean Yu, Mackenzie R. Hofford, Albert M. Lai et al. Journal of the American Medical Informatics Association, 2022. Cites: paper

Role of Empiric Antifungal Therapy in Patients with Perforated Peptic Ulcers
Majid Z. Chammas, Khaled Abdul Jawad, Rebecca A. Saberi et al. Surgical Infections, 2022. Cites: paper

Association of hyperchloremia with all-cause mortality in patients admitted to the surgical intensive care unit: a retrospective cohort study
Keke Song, Tingting Yang, Wei Gao. BMC Anesthesiology, 2022. Cites: paper

Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing
Sifei Han, Robert F. Zhang, Lingyun Shi et al. Journal of Biomedical Informatics, 2022. Cites: paper

Random Forest Based Blood Pressure Prediction Model from ECG And PPG Signal
Haoyan Wang. International Conference on Bioscience, Biochemistry and Bioinformatics (ICBBB), 2022. Cites: paper

Risk factor analysis and nomogram for predicting in-hospital mortality in ICU patients with sepsis and lung infection
Yinlong Ren, Luming Zhang, Fengshuo Xu et al. BMC Pulmonary Medicine, 2022. Cites: paper

Standardized Health data and Research Exchange (SHaRE): promoting a learning health system
Sierra Davis, Louis Ehwerhemuepha, William W. Feaster et al. JAMIA Open, 2022. Cites: paper

Construction and Validation of a Risk Prediction Model for Acute Kidney Injury in Patients Suffering from Septic Shock
Suru Yue, Shasha Li, Xueying Huang et al. Disease Markers, 2022. Cites: paper

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