Publications citing MIMIC-III Clinical Database Demo v1.4

Central venous pressure and acute kidney injury in critically ill patients with multiple comorbidities: a large retrospective cohort study
Runlu Sun, Qi Guo, Junjie Wang et al. BMC Nephrology, 2022. Cites: paper

MHeTRep: A multilingual semantically tagged health terms repository
Jorge Vivaldi, Horacio Rodríguez. Natural Language Engineering, 2022. Cites: paper

Artificial Intelligence for Perioperative Medicine: Perioperative Intelligence
Kamal Maheshwari, Jacek B. Cywinski, Frank Papay et al. Anesthesia & Analgesia, 2022. Cites: paper

Enhancing sepsis management through machine learning techniques: A review
N. Ocampo-Quintero, Pablo Vidal, Lorena del Río Carbajo et al. Medicina Intensiva (English Edition), 2022. Cites: paper

A Drug Recommendation Model Based on Message Propagation and DDI Gating Mechanism
Yongjian Ren, Yuliang Shi, Kun Zhang et al. IEEE Journal of Biomedical and Health Informatics, 2022. Cites: paper

Attention-based residual improved U-Net model for continuous blood pressure monitoring by using photoplethysmography signal
Mingzheng Yu, Zhiwen Huang, Yidan Zhu et al. Biomedical Signal Processing and Control, 2022. Cites: paper

Use of Diagnosis Codes to Find Blood Transfusion Adverse Events in Electronic Health Records
Roselie A. Bright, Susan J. Bright-Ponte, Lee Anne M. Palmer et al. Journal of Patient Safety, 2022. Cites: paper

A Flexible, Wearable, and Wireless Biosensor Patch with Internet of Medical Things Applications
Duc Tri Phan, Cong Hoan Nguyen, Dung Thuy Nguyen Pham et al. Biosensors, 2022. Cites: paper

An architectural design study of electronic healthcare record systems with associated context parameters on MIMIC III
Gaurav Paliwal, Aaquil Bunglowala, Pravesh Kanthed. Health and Technology, 2022. Cites: paper

Comparison of Machine Learning Methods and Conventional Regression for Predicting Renal Function Recovery and Recovery Time among AKI Patients in ICU
Xiujuan Zhao, Yunwei Lu, Shu Li et al. Research Square, 2022. Cites: paper

Deep Learning-based detection of psychiatric attributes from German mental health records
Sumit Madan, Fabian Julius Zimmer, Helena Balabin et al. International Journal of Medical Informatics, 2022. Cites: paper

Predicting Clinical Events Based on Raw Text: From Bag-of-Words to Attention-Based Transformers
Dmitri G. Roussinov, Andrew Conkie, Andrew Patterson et al. Frontiers in Digital Health, 2022. Cites: paper

SmileGNN: Drug–Drug Interaction Prediction Based on the SMILES and Graph Neural Network
Xueting Han, Ruixia Xie, Xutao Li et al. Life, 2022. Cites: paper

Prognostic nutrition index is associated with the all‐cause mortality in sepsis patients: A retrospective cohort study
He Wu, Chong-Jun Zhou, Wanquan Kong et al. Journal of Clinical Laboratory Analysis, 2022. Cites: paper

Making graphs compact by lossless contraction
Wenfei Fan, Yuanhao Li, Muyang Liu et al. The VLDB Journal, 2022. Cites: paper

Blood Urea Nitrogen-to-Albumin Ratio in Predicting Long-Term Mortality in Patients Following Coronary Artery Bypass Grafting: An Analysis of the MIMIC-III Database
Diming Zhao, Shanghao Chen, Yilin Liu et al. Frontiers in Surgery, 2022. Cites: paper

Early Prediction of Sepsis Onset Using Neural Architecture Search Based on Genetic Algorithms
Jae Kwan Kim, Wonbin Ahn, Sangin Park et al. International Journal of Environmental Research and Public Health, 2022. Cites: paper

Measuring the learning outcomes of datathons
Mataroria Lyndon, Atipong Pathanasethpong, Marcus Alexander Henning et al. BMJ Innovations, 2022. Cites: paper

Sparse-attentive meta temporal point process for clinical decision support
Yajun Ru, Xihe Qiu, Xiaoyu Tan et al. Neurocomputing, 2022. Cites: paper

Transfer learning for non-image data in clinical research: A scoping review
Andreas Ladefoged Ebbehøj, Mette Østergaard Thunbo, Ole Emil Andersen et al. PLOS Digital Health, 2022. Cites: paper

Unifying cardiovascular modelling with deep reinforcement learning for uncertainty aware control of sepsis treatment
Thesath Nanayakkara, Gilles Clermont, CHRISTOPHER JAMES LANGMEAD et al. PLOS Digital Health, 2022. Cites: paper

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 Multiconference (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

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

Cited by