Publications citing MIMIC-III Clinical Database Demo v1.4

EHR STAR: The State‐Of‐the‐Art in Interactive EHR Visualization
Qiru Wang, Robert S. Laramee. Computer Graphics Forum, 2021. Cites: paper

FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data
Pengyuan Lu, Xian Li, Sooyong Jang et al. IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies, 2021. Cites: paper

Improving Deep Forest by Exploiting High-order Interactions
Yi-He Chen, Shen-Huan Lyu, Yuan Ying Jiang. Proceedings, 2021. Cites: paper

JLAN: medical code prediction via joint learning attention networks and denoising mechanism
Xingwang Li, Yijia Zhang, Faiz ul Islam et al. BMC Bioinformatics, 2021. Cites: paper

Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records
Shuai Niu, Qing Yin, Yunya Song et al. Proceedings, 2021. Cites: paper

Learning Invariant Representations with Missing Data
Mark Goldstein, Jörn-Henrik Jacobsen, Olina Chau et al. PubMed, 2021. Cites: paper

LIFE: Learning Individual Features for Multivariate Time Series Prediction with Missing Values
Zhaoyu Zhang, Shao-Qun Zhang, Yuan Jiang et al. Proceedings, 2021. Cites: paper

Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence Attention
Tak-Sung Heo, Yongmin Yoo, Yeongjoon Park et al. International Conference on Machine Learning and Applications, 2021. Cites: paper

MedTAG: a portable and customizable annotation tool for biomedical documents
Fabio Giachelle, Ornella Irrera, Gianmaria Silvello. BMC Medical Informatics and Decision Making, 2021. Cites: paper

Prediction of cardiac arrest in critically ill patients based on bedside vital signs monitoring
Yijing Li, Wenyu Ye, Kang Yang et al. Computer Methods and Programs in Biomedicine, 2021. Cites: paper

Predictive Modeling of Clinical Events with Mutual Enhancement Between Longitudinal Patient Records and Medical Knowledge Graph
Xu Xiao, Xian Xu, Yuyao Sun et al. Proceedings, 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

Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks
Hao Ming Peng, Ruitong Zhang, Yingtong Dou et al. ACM Transactions on Information Systems, 2021. Cites: paper

SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records
Chengxi Zang, Fei Wang. Proceedings, 2021. Cites: paper

Sequential Diagnosis Prediction with Transformer and Ontological Representation
Xueping Peng, Guodong Long, Tao Shen et al. Proceedings, 2021. Cites: paper

TaxoNERD: Deep neural models for the recognition of taxonomic entities in the ecological and evolutionary literature
Nicolas Le Guillarme, Wilfried Thuiller. Methods in Ecology and Evolution, 2021. Cites: paper

The potential for artificial intelligence to predict clinical outcomes in patients who have acquired acute kidney injury during the perioperative period
Breandan Kelly, Julio Leonel Chevarria, Barry O’Sullivan et al. Perioperative Medicine, 2021. Cites: paper

The Predictive Role of Systemic Inflammation Response Index (SIRI) in the Prognosis of Stroke Patients
Yihui Zhang, Zekun Xing, Kecheng Zhou et al. Clinical Interventions in Aging, 2021. Cites: paper

The Striking Need for Age Diverse Pulse Oximeter Databases
Mohamed Elgendi, R. Fletcher, Harshit Tomar et al. Frontiers in Medicine, 2021. Cites: paper

Towards Generating Real-World Time Series Data
Hengzhi Pei, Kan Ren, Yuqing Yang et al. Proceedings, 2021. Cites: paper

Towards Interpretability and Personalization: A Predictive Framework for Clinical Time-series Analysis
Yang Li, Xianli Zhang, Buyue Qian et al. Proceedings, 2021. Cites: paper

A novel nomogram for predicting 3-year mortality in critically ill patients after coronary artery bypass grafting
HuanRui Zhang, Wen Tian, Yujiao Sun. BMC Surgery, 2021. Cites: paper

Evaluation of Esophageal Pressures in Mechanically Ventilated Obese Patients
Guramrinder Singh Thind, Eduardo Mireles‐Cabodevila, Robert L Chatburn et al. Respiratory Care, 2021. Cites: paper

Predicting Prolonged Length of ICU Stay through Machine Learning
Jingyi Wu, Yu Lin, Pengfei Li et al. Diagnostics, 2021. Cites: paper

Prediction of acute kidney injury in ICU with gradient boosting decision tree algorithms
Wenpeng Gao, Junsong Wang, Lang Zhou et al. Computers in Biology and Medicine, 2021. Cites: paper

Prognostic value of fibrinogen to albumin ratios among critically ill patients with acute kidney injury
Wenkai Xia, Chenyu Li, Xiajuan Yao et al. Internal and Emergency Medicine, 2021. Cites: paper

Relationship between Driving Pressure and Mortality in Ventilated Patients with Heart Failure: A Cohort Study
Qilin Yang, Jiezhao Zheng, Xiaohua Chen et al. Canadian Respiratory Journal, 2021. Cites: paper

Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation
Ramtin Keramati, Omer Gottesman, Leo Anthony Celi et al. arXiv (Cornell University), 2021. Cites: paper

Understanding the complexity of sepsis mortality prediction via rule discovery and analysis: a pilot study
Ying Wu, Shuai Huang, Xiangyu Chang. BMC Medical Informatics and Decision Making, 2021. Cites: paper

5GhNet: an intelligent QoE aware RAT selection framework for 5G-enabled healthcare network
Bhanu Priya, Jyoteesh Malhotra. Journal of Ambient Intelligence and Humanized Computing, 2021. Cites: dataset

A Systematic Review of Federated Learning in the Healthcare Area: From the Perspective of Data Properties and Applications
Prayitno Prayitno, Chi‐Ren Shyu, Karisma Trinanda Putra et al. Applied Sciences, 2021. Cites: paper

Automatic consistency assurance for literature-based gene ontology annotation
Jiyu Chen, Nicholas Lewis Geard, Justin Zobel et al. BMC Bioinformatics, 2021. Cites: paper

Detection of life habits evolution of frail people in a smart dwelling
Kevin Fouquet. 2021. Cites: paper

AutoScore-Survival: Developing interpretable machine learning-based time-to-event scores with right-censored survival data
Feng Xie, Yilin Ning, Han Yuan et al. Journal of Biomedical Informatics, 2021. Cites: paper

Causal inference for time series analysis: problems, methods and evaluation
Raha Moraffah, Paras Sheth, Mansooreh Karami et al. Knowledge and Information Systems, 2021. Cites: paper

Reinforcement Learning in Healthcare: A Survey
Chao Yu, Jiming Liu, Shamim Nemati et al. ACM Computing Surveys, 2021. Cites: paper

An Early Warning System for Evaluating Effects of Medical Treatment using Machine Learning
Mohammed Abebe Yimer, Özlem Aktaş, Süleyman Sevinç. International Conference on Information and Communication Technology for Development for Africa (ICT4DA), 2021. Cites: paper

Benchmarking Predictive Risk Models for Emergency Departments with Large Public Electronic Health Records
Feng Xie, Jun Rong Zhou, Jin Wee Lee et al. arXiv (Cornell University), 2021. Cites: paper

Leveraging Data Science for Global Surgery
Julian Euma Ishii-Rousseau, Shion Seino, Joanna L. Ashby et al. Sustainable development goals series, 2021. Cites: paper

Personalizing Medication Recommendation with a Graph-Based Approach
Suman Bhoi, Mong Li Lee, Wynne Hsu et al. ACM Transactions on Information Systems, 2021. Cites: paper

Clustering Demographics and Sequences of Diagnosis Codes
Haodi Zhong, Grigorios Loukides, Solon P. Pissis. IEEE Journal of Biomedical and Health Informatics, 2021. Cites: paper

Natural Language Processing Enhances Prediction of Functional Outcome After Acute Ischemic Stroke
Sheng‐Feng Sung, Chih‐Hao Chen, Ru‐Chiou Pan et al. Journal of the American Heart Association, 2021. Cites: paper

Application of Deep Neural Network Models for Blood Pressure Classification based on Photoplethysmograpic Recordings
Jesús Cano, Lorenzo Fácila, Philip Langley et al. E-Health and Bioengineering Conference (EHB), 2021. Cites: paper

Domain adaptation of word embeddings through the exploitation of in-domain corpora and knowledge bases
Hicham El Boukkouri. 2021. Cites: paper

Layered Learning for Acute Hypotensive Episode Prediction in the ICU: An Alternative Approach
Bruno Ribeiro, Vítor Cerqueira, Ricardo Santos et al. E-Health and Bioengineering Conference (EHB), 2021. Cites: paper

Novel Photoplethysmographic and Electrocardiographic Features for Enhanced Detection of Hypertensive Individuals
Jesús Cano, Aurelio Quesada, Flavia Ravelli et al. E-Health and Bioengineering Conference (EHB), 2021. Cites: paper

Obesity Paradox of All-Cause Mortality in 4,133 Patients Treated with Coronary Revascularization
Chengzhuo Li, Didi Han, Fengshuo Xu et al. Journal of Interventional Cardiology, 2021. Cites: paper

Urine Output Is Associated With In-hospital Mortality in Intensive Care Patients With Septic Shock: A Propensity Score Matching Analysis
Tianyang Hu, Zhao Qiao, Ying Mei. Frontiers in Medicine, 2021. Cites: paper

A Threshold-based Technique to Cluster Ransomware Infected Medical Records on the Internet of Medical Things
Randa ELGawish, Mohamed Hashem, Rania El Gohary et al. International journal of intelligent computing and information sciences/International Journal of Intelligent Computing and Information Sciences, 2021. Cites: dataset, paper

Impact of partial pressure of oxygen trajectories on the incidence of acute kidney injury in patients undergoing cardiopulmonary bypass
Yanfei Shen, Weizhe Ru, Lingyong Cao et al. Journal of Cardiology, 2021. Cites: paper

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