Publications citing MIMIC-III Clinical Database Demo v1.4

Evaluating a Recurrent Neural Network Model for Predicting Readmission to Cardiovascular ICUs Based on Clinical Time Series Data
Sobhan Moazemi, Sebastian Kalkhoff, Steven Kessler et al. International Conference on Time Series and Forecasting (ITISE), 2022. Cites: paper

Histamine H2 receptor antagonist exposure was related to decreased all-cause mortality in critical ill patients with heart failure: a cohort study
Yan-Hua Huang, Wen‐Ke Cai, Sun-Jun Yin et al. European Journal of Preventive Cardiology, 2022. Cites: paper

Associations Between Family Member Involvement and Outcomes of Patients Admitted to the Intensive Care Unit: Retrospective Cohort Study
Tamryn Fowler Gray, Anne Kwok, M. Khuyen et al. JMIR Medical Informatics, 2022. Cites: paper

Improving the robustness and accuracy of biomedical language models through adversarial training
Milad Moradi, Matthias Samwald A. Journal of Biomedical Informatics, 2022. Cites: paper

RadBERT: Adapting Transformer-based Language Models to Radiology
An Yan, Julian McAuley, Xing Lü et al. Radiology Artificial Intelligence, 2022. Cites: paper

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

Causal inference for observational longitudinal studies using deep survival models
Jie Zhu, Blanca Gallego. Journal of Biomedical Informatics, 2022. Cites: paper

The Impact of Zinc Supplementation on Critically Ill Patients With Acute Kidney Injury: A Propensity Score Matching Analysis
Wenkai Xia, Chenyu Li, Danyang Zhao et al. Frontiers in Nutrition, 2022. Cites: paper

Early Prediction of Ventilator-Associated Pneumonia in ICU Patients Using An Interpretable Machine Learning Algorithm
Maxime Faucher, Satish Casie Chetty, Sepideh Shokouhi et al. Preprints.org, 2022. Cites: paper

The promise of artificial intelligence for kidney pathophysiology
Joy J. Jiang, Lili Chan, Girish N. Nadkarni. Current Opinion in Nephrology & Hypertension, 2022. Cites: paper

A Multi-View Framework to Detect Redundant Activity Labels for More Representative Event Logs in Process Mining
Qifan Chen, Yang Lu, Charmaine S. Tam et al. Future Internet, 2022. Cites: paper

Blood urea nitrogen to creatinine ratio is associated with in-hospital mortality among critically ill patients with cardiogenic shock
Di Sun, Changmin Wei, Zhen Li. BMC Cardiovascular Disorders, 2022. Cites: paper

VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients
Hyung‐Chul Lee, Yoonsang Park, Soo Bin Yoon et al. Scientific Data, 2022. Cites: paper

Mortalidade em Unidades de Terapia Intensiva: uma Abordagem para Predição Explorando Aprendizado de Máquina
Alexandre Renato Rodrigues de Souza, Fabrício Neitzke Ferreira, Rodrigo Blanke Lambrecht et al. 2022. Cites: paper

Tell me something interesting: Clinical utility of machine learning prediction models in the ICU
Bar Eini-Porat, Ofra Amir, Danny Eytan et al. Journal of Biomedical Informatics, 2022. Cites: paper

What Is the Optimal Speed of correction of the Hyperosmolar Hyperglycemic State in Diabetic Ketoacidosis? An Observational Cohort Study of U.S. Intensive Care Patients
Sebastiaan Paul Blank, Ruth Miriam Blank, Lewis T. Campbell. Endocrine Practice, 2022. Cites: paper

A Data-Driven Platform for the Coordination of Independent Visual Analytics Tools
Lars Nonnemann, Marius Hogräfer, Martin Röhlig et al. Computers & Graphics, 2022. Cites: paper

Annotating Free-Texts in EHRs Towards a Reusable and Machine-Actionable Health Data Resource
Jiayang Wang, Lin Yang, Xiaoshuo Huang et al. Studies in health technology and informatics, 2022. Cites: paper

A Survey on Deep Learning Techniques for Joint Named Entities and Relation Extraction
Mina Esmail Zadeh Nojoo Kambar, Armin Esmaeilzadeh, Maryam Heidari. IEEE World AI IoT Congress (AIIoT), 2022. Cites: paper

Augmentation of Electronic Medical Record Data for Deep Learning
Georgina Kennedy, Mark Dras, Blanca Gallego. Studies in health technology and informatics, 2022. Cites: paper

Context-sensitive, personalized search at the point of care
Sameh Frihat. ACM/IEEE Joint Conference on Digital Libraries, 2022. Cites: paper

Does Enrichment of Clinical Texts by Ontology Concepts Increases Classification Accuracy?
Kerstin Denecke. Studies in health technology and informatics, 2022. Cites: paper

Hierarchical Representation of Complex Intervention Sequences for Automated Subgroup Analysis in Critical Care Settings
Amee Trivedi, William Ogallo, Girmaw Abebe Tadesse. Studies in health technology and informatics, 2022. Cites: paper

The association of blood urea nitrogen to creatinine ratio and the prognosis of critically ill patients with cerebral infarction: a cohort study
Ting Chen, Aiping Li, Qi Gong et al. Research Square, 2022. Cites: paper

Towards Better Diagnosis Prediction Using Bidirectional Recurrent Neural Networks
Junghwan Lee, Cong Liu, Casey Ta et al. Studies in health technology and informatics, 2022. Cites: paper

Identifying Patients With Heart Failure Who Are Susceptible to De Novo Acute Kidney Injury: Machine Learning Approach
Caogen Hong, Zhoujian Sun, Yuzhe Hao et al. JMIR Medical Informatics, 2022. Cites: paper

Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study
Xiaoli Liu, Clark DuMontier, Pan Hu et al. The Journals of Gerontology Series A, 2022. Cites: paper

Establishment of MELD-lactate clearance scoring system in predicting death risk of critically ill cirrhotic patients
Xin Li, Man Gong, Shuangnan Fu et al. BMC Gastroenterology, 2022. Cites: paper

Abnormal Liver Function Tests Were Related to Short- and Long-Term Prognosis in Critically Ill Patients With Primary Pulmonary Hypertension
Dayu Wang, Suiqing Huang, Guangtao Xu et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

A comparison of few-shot and traditional named entity recognition models for medical text
Yao Ge, Yuting Guo, Yuan‐Chi Yang et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Acute Kidney Injury Prediction with Gradient Boosting Decision Trees enriched with Temporal Features
Stela Golovco, Matteo Mantovani, Carlo Combi et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Adaptive spectral affinity propagation clustering
Lin Bo Tang, Leilei Sun, Chonghui Guo et al. Journal of Systems Engineering and Electronics, 2022. Cites: paper

A LASSO-derived clinical score to predict severe acute kidney injury in the cardiac surgery recovery unit: a large retrospective cohort study using the MIMIC database
Tucheng Huang, Wanbing He, Yong Xie et al. BMJ Open, 2022. Cites: paper

Alcohol Status Standardization from Clinical Real World Data with Transformer Architectures
Amila Kugic, Leon Magnus Potjan, Larissa Marije Hammer et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

A prediction model with measured sentiment scores for the risk of in-hospital mortality in acute pancreatitis: a retrospective cohort study
Zhanxiao Liu, Ya Yang, Huanhuan Song et al. Annals of Translational Medicine, 2022. Cites: paper

A Preliminary Study of Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports Using Natural Language Processing
Shuang Yang, Xi Yang, Tianchen Lyu et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Association between fluid intake and extubation failure in intensive care unit patients with negative fluid balance: a retrospective observational study
Tong Li, Dawei Zhou, Dong Zhao et al. BMC Anesthesiology, 2022. Cites: paper

Clinical Informatics and Quality Improvement in the Pediatric Intensive Care Unit
Kshama M. Daphtary, Orkun Baloğlu. Pediatric Clinics of North America, 2022. Cites: paper

Combining Attention-based Models with the MeSH Ontology for Semantic Textual Similarity in Clinical Notes
Noushin Salek Faramarzi, Akanksha Dara, Ritwik Banerjee. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Contactless Blood Pressure Measurement via Remote Photoplethysmography with Synthetic Data Generation Using Generative Adversarial Network
Bing‐Fei Wu, Li-Wen Chiu, Yi-Chiao Wu et al. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022. Cites: paper

Development and validation of a survival prediction model for patients received mechanical ventilation in the intensive care unit: a large sample size cohort from the MIMIC database
Zhaoheng Lin, Xiuying Huang, Xiyun Shan. Annals of Palliative Medicine, 2022. Cites: paper

EventScore: An Automated Real-time Early Warning Score for Clinical Events
Ibrahim Hammoud, Prateek Prasanna, I. V. Ramakrishnan et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

From Undergraduate to Doctoral Health Informatics Training: A Data Focus
Janusz Wotjusiak, Hua Min. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Impact of albumin infusion on prognosis of intensive care unit patients with congestive heart failure-hypoalbuminemia overlap: a retrospective cohort study
Zexiong Li, Yesheng Ling, Xiaosi Yuan et al. Journal of Thoracic Disease, 2022. Cites: paper

Infusion of Human Albumin on Acute Pancreatitis Therapy: New Tricks for Old Dog?
Yifei Ma, Tianao Yan, Fengshuo Xu et al. Frontiers in Pharmacology, 2022. Cites: paper

mTOCS: Mobile Teleophthalmology in Community Settings to improve Eye-health in Diabetic Population
Jannatul Ferdause Tumpa, Riddhiman Adib, Dipranjan Das et al. IEEE Annual International Computer Software and Applications Conference (COMPSAC), 2022. Cites: paper

Reconstructing Missing EHRs Using Time-Aware Within- and Cross-Visit Information for Septic Shock Early Prediction
Ge Gao, Farzaneh Khoshnevisan, Min Chi. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Reduce the Cold Start of COVID-19 In-hospital Mortality Prediction Models via Transfer Learning
Jiacheng Liu, Meghna Singh, Lisa L. Kirkland et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Regression or Classification? Reflection on BP prediction from PPG data using Deep Neural Networks in the scope of practical applications
Fabian Schrumpf, Paul Rudi Serdack, Mirco Fuchs. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022. Cites: paper

SoK: Cryptanalysis of Encrypted Search with LEAKER – A framework for LEakage AttacK Evaluation on Real-world data
Seny Kamara, Abdelkarim Kati, Tarik Moataz et al. IEEE European Symposium on Security and Privacy, 2022. Cites: paper

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