Publications citing MIMIC-III Clinical Database Demo v1.4

Word Sense Disambiguation in the Biomedical Domain: Short Literature Review
Oumayma El Hannaoui, El Habib Nfaoui, Fatima El Haoussi. Lecture notes in networks and systems, 2023. Cites: paper

Workflow Characterization of a Big Data System Model for Healthcare Through Multiformalism
Tancredi Covioli, Tommaso Dolci, Fabio Azzalini et al. Lecture notes in computer science, 2023. Cites: paper

A deep learning method to detect opioid prescription and opioid use disorder from electronic health records
Aditya Kashyap, Chris Callison-Burch, Mary Regina Boland. International Journal of Medical Informatics, 2022. Cites: paper

Characterization of Heart Rate Variability Dynamics in Heart Failure Patients Admitted to Intensive Care Unit
Maximiliano Mollura, Christian Niklas, Stefanie Messner et al. Computing in cardiology, 2022. Cites: paper

Cuffless Hypertension Risk Assessment and the Significance of Calibration
Jesús Cano, Lorenzo Fácila, Fernando Hornero et al. Computing in cardiology, 2022. Cites: paper

ECG and PPG-Based Hypertension Screening Under Non-Hypertensive Blood Pressure Recordings
Jesús Cano, Vicente Bertomeu‐González, Lorenzo Fácila et al. Computing in cardiology, 2022. Cites: paper

Optimal Fluid and Vasopressor Interventions in Septic ICU Patients Through Reinforcement Learning Model
Maximiliano Mollura, Cristian Drudi, Li-wei H. Lehman et al. Computing in cardiology, 2022. Cites: paper

Physiologic Patients' Response to Fluid Administration in the Intensive Care Unit
Maximiliano Mollura, Claudia Salerni, Li-wei H. Lehman et al. Computing in cardiology, 2022. Cites: paper

Prediction and risk assessment of sepsis-associated encephalopathy in ICU based on interpretable machine learning
Lu Xiao, Hongyu Kang, Dawei Zhou et al. Scientific Reports, 2022. Cites: paper

Prediction of deterioration in critically ill patients with heart failure based on vital signs monitoring
Shengyu Zhang, Kang Yang, Wenyu Ye et al. Computing in cardiology, 2022. Cites: paper

Probabilistic Inference of Comorbidities from Symptoms in Patients with Atrial Fibrillation: An Ontology-Driven Hybrid Clinical Decision Support System
Alexander Lacki, Diego Boscá, Antonio Martínez-Millana. Computing in cardiology, 2022. Cites: paper

Raising High-Risk Awareness in Hemodynamic Treatment with Reinforcement Learning for Septic Shock Patients
Meicheng Yang, Runfa Li, Tong Hao et al. Computing in cardiology, 2022. Cites: paper

Analysis of delirium prediction in the ICU based on the hybrid SGDCS-ANFIS approach
Yuan Tian, Yongquan Liang, Yufeng Chen et al. Medical & Biological Engineering & Computing, 2022. Cites: paper

Transferability and interpretability of the sepsis prediction models in the intensive care unit
Qiyu Chen, Ranran Li, ChihChe Lin et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

Early Postoperative Acetaminophen Administration and Severe Acute Kidney Injury After Cardiac Surgery
Chao Xiong, Yuan Jia, Xie Wu et al. American Journal of Kidney Diseases, 2022. Cites: paper

iMnet: Intelligent RAT Selection Framework for 5G Enabled IoMT Network
Bhanu Priya, Jyoteesh Malhotra. Wireless Personal Communications, 2022. Cites: dataset

ricu: R’s interface to intensive care data
Nicolas Bennett, Drago Plečko, Ida-Fong Ukor et al. GigaScience, 2022. Cites: paper

Development and Trends in Artificial Intelligence in Critical Care Medicine: A Bibliometric Analysis of Related Research over the Period of 2010–2021
Xiao Cui, Yundi Chang, Cui Yang et al. Journal of Personalized Medicine, 2022. Cites: paper

How are children with medical complexity being identified in epidemiological studies? A systematic review
Patrícia Vicente Oliveira, Carla Cristina Enes, Luciana Bertoldi Nucci. World Journal of Pediatrics, 2022. Cites: paper

A large language model for electronic health records
Xi Yang, Aokun Chen, Nima PourNejatian et al. npj Digital Medicine, 2022. Cites: paper

Application of fairness to healthcare, organizational justice, and finance: A survey
Pardis Birzhandi, Yoon-Sik Cho. Expert Systems with Applications, 2022. Cites: paper

Cross-Domain Joint Dictionary Learning for ECG Inference From PPG
Xin Tian, Qiang Zhu, Yuenan Li et al. IEEE Internet of Things Journal, 2022. Cites: paper

Elevated Red Blood Cell Distribution Width Is Associated with Poor Prognosis in Fractured Patients Admitted to Intensive Care Units
Kaibo Sun, Yannan Zhou, Yuangang Wu et al. Orthopaedic Surgery, 2022. Cites: paper

Evaluating Edge Computing and Compression for Remote Cuff-Less Blood Pressure Monitoring
Ward Goossens, Dino Mustefa, Detlef Scholle et al. Journal of Sensor and Actuator Networks, 2022. Cites: paper

Machine learning and deep learning for blood pressure prediction: a methodological review from multiple perspectives
Keke Qin, Wu Xin Huang, Tao Zhang et al. Artificial Intelligence Review, 2022. Cites: paper

Drug Recommendation from Diagnosis Codes: Classification vs. Collaborative Filtering Approaches
Apichat Sae-Ang, Sawrawit Chairat, Natchada Tansuebchueasai et al. International Journal of Environmental Research and Public Health, 2022. Cites: paper

Utilization of Personalized Machine-Learning to Screen for Dysglycemia from Ambulatory ECG, toward Noninvasive Blood Glucose Monitoring
I-Min Chiu, Chi-Yung Cheng, Po-Kai Chang et al. Biosensors, 2022. Cites: paper

Advancement in the Cuffless and Noninvasive Measurement of Blood Pressure: A Review of the Literature and Open Challenges
Mohammad Mahbubur Rahman Khan Mamun, Ahmed Sherif. Bioengineering, 2022. Cites: paper

Medical BigBERTa: An Optimized Transformer for Long Medical Document
Chérubin Mugisha, Incheon Paik. 2022. Cites: paper

A machine learning approach using endpoint adjudication committee labels for the identification of sepsis predictors at the emergency department
Michael S. A. Niemantsverdriet, Titus A. P. de Hond, Imo E. Hoefer et al. BMC Emergency Medicine, 2022. Cites: paper

Comparative effectiveness and safety of bolus vs. continuous infusion of loop diuretics: Results from the MIMIC-III Database
Haoyu Weng, Yuxi Li, Xiaolu Nie et al. The American Journal of the Medical Sciences, 2022. Cites: paper

Infections in Acute Pancreatitis: Organisms, Resistance-Patterns and Effect on Mortality
Fang Li, Feng Zhang, Xueqin Wan et al. Digestive Diseases and Sciences, 2022. Cites: paper

DPlanner: A Privacy Budgeting System for Utility
Weiting Li, Liyao Xiang, Bin Guo et al. IEEE Transactions on Information Forensics and Security, 2022. Cites: paper

Klarigi: Characteristic explanations for semantic biomedical data
Luke T. Slater, John Alexander Williams, Paul N. Schofield et al. Computers in Biology and Medicine, 2022. Cites: paper

The association between serum anion gap and all‐cause mortality of unselected adult patients: A retrospective cohort study of >20,000 patients
Xuan Ji, Shixuan Peng. Journal of Clinical Laboratory Analysis, 2022. Cites: paper

An explainable knowledge distillation method with XGBoost for ICU mortality prediction
Mucan Liu, Chonghui Guo, Sijia Guo. Computers in Biology and Medicine, 2022. Cites: paper

A survey on clinical natural language processing in the United Kingdom from 2007 to 2022
Honghan Wu, Minhong Wang, Jinge Wu et al. npj Digital Medicine, 2022. Cites: paper

BME 2.0: Engineering the Future of Medicine
Michael I. Miller, Andrew O. Brightman, Frederick H. Epstein et al. BME Frontiers, 2022. Cites: paper

Entering the new digital era of intensive care medicine: an overview of interdisciplinary approaches to use artificial intelligence for patients’ benefit
Oliver Old, Benjamin Friedrichson, Kai D. Zacharowski et al. European Journal of Anaesthesiology Intensive Care, 2022. Cites: paper

Identifying and evaluating barriers for the implementation of machine learning in the intensive care unit
Ellie D’Hondt, Thomas J. Ashby, Imen Chakroun et al. Communications Medicine, 2022. Cites: paper

Predicting Risk Factors of Acute Kidney Injury in the First 7 Days after Admission: Analysis of a Group of Critically Ill Patients
Kexin Wen, Yongqing Huang, Qi Guo et al. Cardiovascular Therapeutics, 2022. Cites: paper

Association between first 24-h mean body temperature and mortality in patients with diastolic heart failure in intensive care unit: A retrospective cohort study
Hongyu Xu, Yonggang Xie, Xiaoling Sun et al. Frontiers in Medicine, 2022. Cites: paper

Predicting Intensive Care Delirium with Machine Learning: Model Development and External Validation
Kirby D. Gong, Ryan Lu, Teya S. Bergamaschi et al. Anesthesiology, 2022. Cites: paper

Classification of ECG Signals for Detecting Coronary Heart Diseases Using Deep Transfer Learning Techniques
Mohammed M. Abo-Zahhad, Ashraf Mohamed Ali Hassan. International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC), 2022. Cites: paper

Data Driven Classification of Opioid Patients Using Machine Learning–An Investigation
Lisan Al Amin, Md. Saddam Hossain Mukta, Md. Sezan Mahmud Saikat et al. IEEE Access, 2022. Cites: paper

Patient Health Representation Learning via Correlational Sparse Prior of Medical Features
Xinyu Ma, Yasha Wang, Xu Chu et al. IEEE Transactions on Knowledge and Data Engineering, 2022. Cites: paper

ShockModes: A Multimodal Model for Prognosticating Intensive Care Outcomes from Physician Notes and Vitals
Ridam Pal, Shaswat P Patel, Akshala Bhatnagar et al. medRxiv, 2022. Cites: paper

A comprehensive review on knowledge graphs for complex diseases
Yang Yang, Yuwei Lu, Wenying Yan. Briefings in Bioinformatics, 2022. Cites: paper

Auto-Regressive Self-Attention Models for Diagnosis Prediction on Electronic Health Records
Pascal Wullschleger, Simone Lionetti, Donnacha Daly et al. IEEE International Conference on Big Data (BigData), 2022. Cites: paper

CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies
Irfan Al-Hussaini, Davi Nakajima An, Albert J. Lee et al. IEEE International Conference on Big Data (BigData), 2022. Cites: paper

Cited by