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

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

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. International Conference on e-Health and Bioengineering (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. International Conference on e-Health and Bioengineering (EHB), 2021. Cites: paper

Novel Photoplethysmographic and Electrocardiographic Features for Enhanced Detection of Hypertensive Individuals
Jesús Cano, Aurelio Quesada, Flavia Ravelli et al. International Conference on e-Health and Bioengineering (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

The Infusion of Human Serum Albumin had no Benefit on Acute Pancreatitis Therapy: An Analysis of Patients in Two Observational Cohorts
Yifei Ma, Tianao Yan, Fengshuo Xu et al. Research Square, 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: 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

A Stochastic Multivariate Irregularly Sampled Time Series Imputation Method for Electronic Health Records
Muhammad Adib Uz Zaman, Dongping Du. BioMedInformatics, 2021. Cites: paper

Comparative effectiveness of common treatments for new-onset atrial fibrillation within the ICU: Accounting for physiological status
Jonathan Bedford, Alistair E. W. Johnson, Oliver Redfern et al. Journal of Critical Care, 2021. Cites: paper

Early Fresh Frozen Plasma Transfusion: Is It Associated With Improved Outcomes of Patients With Sepsis?
Xiaoyi Qin, Wei Zhang, Xiaodan Zhu et al. Frontiers in Medicine, 2021. Cites: paper

Assessing gender bias in medical and scientific masked language models with StereoSet
Robinson, Robert. arXiv (Cornell University), 2021. Cites: paper

Association Between Admission Serum Phosphate and Risk of Acute Kidney Injury in Critically Ill Patients with Rhabdomyolysis: A Retrospective Study Based on MIMIC-III
Tao Wen, Zhi Mao, Chao Liu et al. Research Square, 2021. Cites: paper

Early prediction of hemodynamic interventions in the intensive care unit using machine learning
Asif Rahman, Yale Chang, Junzi Dong et al. Critical Care, 2021. Cites: paper

Patient Representation Learning From Heterogeneous Data Sources and Knowledge Graphs Using Deep Collective Matrix Factorization: Evaluation Study
Sajit Kumar, Alicia Nanelia, Ragunathan Mariappan et al. JMIR Medical Informatics, 2021. Cites: paper

A latent batch-constrained deep reinforcement learning approach for precision dosing clinical decision support
Xihe Qiu, Xiaoyu Tan, Qiong Li et al. Knowledge-Based Systems, 2021. Cites: paper

Information Extraction from German Clinical Care Documents in Context of Alzheimer’s Disease
Lisa Langnickel, Kilian Krockauer, Mischa Uebachs et al. Applied Sciences, 2021. Cites: paper

Association of Systemic Immune-Inflammation Index With Short-Term Mortality of Congestive Heart Failure: A Retrospective Cohort Study
Yiyang Tang, Xiaofang Zeng, Yilu Feng et al. Frontiers in Cardiovascular Medicine, 2021. Cites: paper

De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective
Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang. ACM SIGSAC Conference on Computer and Communications Security (CCS), 2021. Cites: paper

Health Status Prediction with Local-Global Heterogeneous Behavior Graph
Xuan Ma, Xiaoshan Yang, Junyu Gao et al. ACM Transactions on Multimedia Computing Communications and Applications, 2021. Cites: paper

Smartphones and Video Cameras: Future Methods for Blood Pressure Measurement
Joe Steinman, Andrew Barszczyk, Hong‐Shuo Sun et al. Frontiers in Digital Health, 2021. Cites: paper

Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding
Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh et al. arXiv (Cornell University), 2021. Cites: paper

Wearable photoplethysmography devices
Peter H Charlton, Vaidotas Marozas. Elsevier eBooks, 2021. Cites: paper

Detection of self-harm and suicidal ideation in emergency department triage notes
Vlada S. Rozova, Katrina Witt, Jo Robinson et al. Journal of the American Medical Informatics Association, 2021. Cites: paper

DiagnosisQA: A semi-automated pipeline for developing clinician validated diagnosis specific QA datasets
Shreya V. Mishra, Raghav Awasthi, Frank Papay et al. medRxiv, 2021. Cites: paper

The effect of dobutamine in sepsis: a propensity score matched analysis
Youfeng Zhu, Haiyan Yin, Rui Zhang et al. BMC Infectious Diseases, 2021. Cites: paper

A Question-and-Answer System to Extract Data From Free-Text Oncological Pathology Reports (CancerBERT Network): Development Study
Joseph Ross Mitchell, Phillip Szepietowski, Rachel Howard et al. Journal of Medical Internet Research, 2021. Cites: paper

Machine learning predictive models for acute pancreatitis: A systematic review
You Jun Zhou, Yutong Ge, Xiaolei Shi et al. International Journal of Medical Informatics, 2021. Cites: paper

Mechanical power normalized to predicted body weight is associated with mortality in critically ill patients: a cohort study
Yanhong Zhu, Wenyong Peng, Shuai Zhen et al. BMC Anesthesiology, 2021. Cites: paper

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