Publications citing MIMIC-IV v3.1

DKINet: Medication Recommendation via Domain Knowledge Informed Deep Learning
Sicen Liu, Xiaolong Wang, Xianbing Zhao et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

Enhancing Medical Dialogue Summarization: A MediExtract Distillation Framework
Xiaoxiao Liu, Mengqing Huang, Nicolay Rusnachenko et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

Temporal Gaussian Copula For Clinical Multivariate Time Series Data Imputation
Ye Su, Hezhe Qiao, Di Wu et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

The Effect of Length of Stay in Hospital on Patients’ Health Outcomes: A Quasi-Experimental Study
Benedikt Langenberger, Christopher M. Worsham, Pascal Geldsetzer. medRxiv, 2024. Cites: paper

A Meta-learning-based Domain-invariant Method for Cuff-less Blood Pressure Estimation
Jinpeng Guo, Feiyi Fan, Renju Liu et al. IEEE Smart World Congress (SWC), 2024. Cites: paper

Enhancing suicidal behavior detection in EHRs: A multi-label NLP framework with transformer models and semantic retrieval-based annotation
Kimia Zandbiglari, Shobhan Kumar, Muhammad Bilal et al. Journal of Biomedical Informatics, 2024. Cites: dataset, paper

Machine learning to predict adverse drug events based on electronic health records: a systematic review and meta-analysis
Qiaozhi Hu, Jiafeng Li, Xiaoqi Li et al. Journal of International Medical Research, 2024. Cites: paper

Predicting the physiological effects of multiple drugs using electronic health record
Junhyeok Jeon, Eujin Hong, Jong‐Yeup Kim et al. Computers in Biology and Medicine, 2024. Cites: dataset, paper

Quick-MIMIC: A Multimodal Data Extraction Pipeline for MIMIC with Parallelization
Yutao Dou, Wei Li, Yangtao Zheng et al. Big Data Mining and Analytics, 2024. Cites: paper

An optimal antibiotic selection framework for Sepsis patients using Artificial Intelligence
Philipp Wendland, Christof Schenkel-Häger, Ingobert Wenningmann et al. npj Digital Medicine, 2024. Cites: paper

Aspirin reduces the mortality risk of Acute Respiratory Failure: an observational study using the MIMIC IV database
ZhenHong Jiang, Jinming Xia, Shijin Lv et al. medRxiv, 2024. Cites: paper

CISepsis: a causal inference framework for early sepsis detection
Qiang Li, Dongchen Li, Jiao He et al. Frontiers in Cellular and Infection Microbiology, 2024. Cites: dataset

Non-linear relationship between platelet count and 28-day mortality in critically ill patients with infective endocarditis: a retrospective cohort study from MIMIC IV database
Yingxiu Huang, Ting Ao, Zhen Peng et al. Frontiers in Cardiovascular Medicine, 2024. Cites: paper

Association between platelet-to-red cell distribution width ratio and all-cause mortality in critically ill patients with non-traumatic cerebral hemorrhage: a retrospective cohort study
Rongrong Lu, Changcai Wu. Frontiers in Neurology, 2024. Cites: paper

The Association Between Body Mass Index and 28-day Mortality in Patients With Sepsis: A Retrospective Cohort Study
Xu Zhang, Weiwei Yuan, Tingting Li et al. The American Surgeon, 2024. Cites: paper

The utilization of a prone position model based on big data is deemed essential – Response to Liang et al.
Yuhang Yan, Hongbin Hu, Zhongqing Chen. Intensive and Critical Care Nursing, 2024. Cites: paper

A nomogram for predicting early mortality in patients with traumatic brain injury requiring mechanical ventilation based on clinical laboratory data
Yan Lu, Haoyang Guo, Chih‐Horng Wu. Scientific Reports, 2024. Cites: paper

A Primer on Reinforcement Learning in Medicine for Clinicians
Pushkala Jayaraman, Jacob M. Desman, Moein Sabounchi et al. npj Digital Medicine, 2024. Cites: paper

Association between stress hyperglycemia ratio and mortality in acute myocardial infarction patients with and without atrial fibrillation: a retrospective cohort study from the MIMIC-IV database
Sen Huang, Feng Gao, Wei-Bin Huang et al. BMC Cardiovascular Disorders, 2024. Cites: dataset, paper

Co-administration of albumin and loop diuretic may be associated with reduced mortality in septic shock patients: A retrospective study with PSM analysis
Shuiqing Gui, Xi-Si He, Zhi-Ye Zou. The American Journal of the Medical Sciences, 2024. Cites: dataset

Prognostic value of glycaemic variability for mortality in critically ill atrial fibrillation patients and mortality prediction model using machine learning
Yang Chen, Zhengkun Yang, Yang Liu et al. Cardiovascular Diabetology, 2024. Cites: paper

EMR-LIP: A lightweight framework for standardizing the preprocessing of longitudinal irregular data in electronic medical records
Jiawei Luo, Shixin Huang, Lan Lan et al. Computer Methods and Programs in Biomedicine, 2024. Cites: paper

Stress hyperglycemia ratio association with all-cause mortality in critically ill patients with coronary heart disease: an analysis of the MIMIC-IV database
Xiaofang Chen, Zewen Yang, Rui Shi et al. Scientific Reports, 2024. Cites: paper

Development and validation of a dynamic nomogram for predicting in-hospital mortality in patients with gastrointestinal bleeding: a retrospective cohort study in the intensive care unit
Kang Zou, Shu Huang, Wensen Ren et al. Scientific Reports, 2024. Cites: dataset

Prognostic effects of glycaemic variability on diastolic heart failure and type 2 diabetes mellitus: insights and 1-year mortality machine learning prediction model
Zhenkun Yang, Yuanjie Li, Yang Liu et al. Diabetology & Metabolic Syndrome, 2024. Cites: paper

An International Factorial Vignette-Based Survey of Intubation Decisions in Acute Hypoxemic Respiratory Failure
Christopher J. Yarnell, Arviy Paranthaman, Peter M. Reardon et al. Critical Care Medicine, 2024. Cites: dataset

Predicting the 30-day readmissions of congestive heart failure patients from diagnosis records
Dan Shao, Miaomiao Wang, Shengjie Liang et al. International Conference on Public Health and Data Science (ICPHDS), 2024. Cites: paper

Time-Series Deep Learning and Conformal Prediction for Improved Sepsis Diagnosis in Non-ICU Hospitalized Patients
Shaunak Dalal, Ahad K. Ardabili, Anthony S. Bonavia. medRxiv, 2024. Cites: paper

Correlation of the triglyceride-glucose index and heart rate with 28-day all-cause mortality in severely ill patients: analysis of the MIMIC-IV database
Yi Shao, Zhikun Gan, Taishan Wang et al. Lipids in Health and Disease, 2024. Cites: paper

Interpretable machine learning for time-to-event prediction in medicine and healthcare
Hubert Baniecki, Bartłomiej Sobieski, Patryk Szatkowski et al. Artificial Intelligence in Medicine, 2024. Cites: paper

Personalised antimicrobial susceptibility testing with clinical prediction modelling informs appropriate antibiotic use
Alex Howard, David Michael Hughes, Peter L. Green et al. Nature Communications, 2024. Cites: dataset, paper

Stress hyperglycemia ratio is a risk factor for mortality in trauma and surgical intensive care patients: a retrospective cohort study from the MIMIC-IV
Yingying Zhang, Yu Yan, Lele Sun et al. European journal of medical research, 2024. Cites: paper

The association between stress hyperglycemia ratio with mortality in critically ill patients with acute heart failure
Ting Ge, Jingjing Hu, Yidan Zhou. Frontiers in Cardiovascular Medicine, 2024. Cites: paper

Development of continuous warning system for timely prediction of septic shock
Gyumin Kim, Sung Woo Lee, Su Jin Kim et al. Frontiers in Physiology, 2024. Cites: dataset

Risk Prediction for Non-cardiac Surgery Using the 12-Lead Electrocardiogram: An Explainable Deep Learning Approach
Carl Harris, Anway S. Pimpalkar, Ataes Aggarwal et al. medRxiv, 2024. Cites: paper

The quality and safety of using generative AI to produce patient-centred discharge instructions
Kristian Stanceski, Shiyin Zhong, Xumou Zhang et al. npj Digital Medicine, 2024. Cites: dataset, paper

Characteristics and Readmission Risks Following Sepsis Discharges to Home
Sang Bin You, Jiyoun Song, Jesse Y. Hsu et al. Medical Care, 2024. Cites: paper

DAPNet: multi-view graph contrastive network incorporating disease clinical and molecular associations for disease progression prediction
Haoyu Tian, Xiong He, Kuo Yang et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

Detecting critical diseases associated with higher mortality in electronic health records using a hybrid attention-based transformer
Dheeraj Kodati, Chandra Mohan Dasari. Engineering Applications of Artificial Intelligence, 2024. Cites: paper

Evaluating Leakage Attacks Against Relational Encrypted Search
Patrick Ehrler, Abdelkarim Kati, Thomas H. Schneider et al. Cloud Computing Security Workshop, 2024. Cites: dataset

Predictive value of triglyceride-glucose index for the occurrence of acute respiratory failure in asthmatic patients of MIMIC-IV database
Qi Feng, ZiWen Lv, Chunxiao Ba et al. Scientific Reports, 2024. Cites: paper

TCKAN: a novel integrated network model for predicting mortality risk in sepsis patients
Fanglin Dong, Shibo Li, Weihua Li. Medical & Biological Engineering & Computing, 2024. Cites: paper

Identification of Sepsis Subphenotypes via ICU Data Clustering
Giovana Assis, Victoria F. Mello, Haniel B. Ribeiro et al. 2024. Cites: paper

Acute Pancreatitis Mortality Prediction with Federated Learning
Pedro Vieira, Eva Maia, Isabel Praça. Lecture notes in computer science, 2024. Cites: paper

A Model for the Prediction of Ventilator-Associated Conditions in Patients with Acute Respiratory Failure
Zhichen Zhu, Jiang Du, Ning Kang et al. IEEE International Conference on Medical Artificial Intelligence (MedAI), 2024. Cites: paper

Hyper-Relational Knowledge Enhanced Network for Hypertension Medication Recommendation
Ke Zhang, Zhichang Zhang, Wei Wang et al. IEEE Transactions on Computational Social Systems, 2024. Cites: paper

Machine learning-based model for predicting the occurrence and mortality of nonpulmonary sepsis-associated ARDS
Jinfeng Lin, Chunfeng Gu, Zhaorui Sun et al. Scientific Reports, 2024. Cites: dataset

MIMIC-BP: A curated dataset for blood pressure estimation
Ivandro Sanches, Victor V. Gomes, Carlos Caetano et al. Scientific Data, 2024. Cites: paper

Association between serum calcium and in-hospital mortality in critically ill atrial fibrillation patients from the MIMIC IV database
Xin Sally Zheng, Fenfang Zhang, Leigang Wang et al. Scientific Reports, 2024. Cites: paper

Monitoring vancomycin blood concentrations reduces mortality risk in critically ill patients: a retrospective cohort study using the MIMIC-IV database
Huaidong Peng, Yuantong Ou, Ruichang Zhang et al. Frontiers in Pharmacology, 2024. Cites: paper

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