Publications citing MIMIC-IV v3.1

Contextualized Biomedical Language Processing Enhances ICU Survival Prediction
Rui Chen, Yu Ran Cai, S. J. Zhang et al. medRxiv, 2024. Cites: paper

Association between all-cause mortality and triglyceride glucose body mass index among critically ill patients with sepsis: a retrospective cohort investigation
Huijun Jin, Xuefeng Xu, Chun Ma et al. Lipids in Health and Disease, 2024. Cites: paper

Bayesian Feature Selection for Multi-valued Treatment Comparisons: An Electronic Health Records Study of Vasopressor Effectiveness
Yunzhe Qian, Bowen Ma. medRxiv, 2024. Cites: paper

White blood cell-to-haemoglobin ratio as a predictor of 30-day mortality in ICU patients with pulmonary hypertension: a MIMIC-IV database study
Shuangping Li, Shenshen Huang, Yuxuan Feng et al. BMC Cardiovascular Disorders, 2024. Cites: paper

Association between hemoglobin and in-hospital mortality in critically ill patients with sepsis: evidence from two large databases
Shuyue Sheng, Andong Li, Changjing Zhang et al. BMC Infectious Diseases, 2024. Cites: paper

Association Between the Albumin-Bilirubin (ALBI) Score and All-cause Mortality Risk in Intensive Care Unit Patients with Heart Failure
Jiuyi Wang, Kai Wang, Guibo Feng et al. Global Heart, 2024. Cites: paper

Comparison of methods to normalize urine output in critically ill patients: a multicenter cohort study
Céline Monard, Nicolas Tebib, Bastien Trächsel et al. Critical Care, 2024. Cites: paper

Scale to predict risk for refractory septic shock based on a hybrid approach using machine learning and regression modeling
Sejin Heo, Daun Jeong, Minyoung Choi et al. Emergencias, 2024. Cites: paper

Advancing digital sensing in mental health research
Samir Akre, Darsol Seok, Christopher Douglas et al. npj Digital Medicine, 2024. Cites: paper

Antibiotics versus Non-Antibiotic in the treatment of Aspiration Pneumonia: analysis of the MIMIC-IV database
Di Zhang, Guan Yang, Xingang Hu et al. BMC Pulmonary Medicine, 2024. Cites: paper

Association between EASIX and acute kidney injury in critically ill cancer patients
Feng Deng, Jiandong Lin, Hairong Lin. BMC Nephrology, 2024. Cites: paper

Association of Fluid Balance Index with In-Hospital Mortality in Critically Ill Patients with Acute Pancreatitis: A Multicenter Retrospective Cohort Study
Zhihong Xu, Siyao Liu, Xiong Liu et al. Research Square, 2024. Cites: paper

Early prediction of mortality upon intensive care unit admission
Yu‐Chang Yeh, Yu‐Ting Kuo, Kuang-Cheng Kuo et al. BMC Medical Informatics and Decision Making, 2024. Cites: dataset

Sex specific differences in short-term mortality after ICU-delirium
Nikolaus Schreiber, Michael Eichlseder, Simon Orlob et al. Critical Care, 2024. Cites: paper

Timing of invasive mechanical ventilation in patients with sepsis: the impact of excluding non-intubated patients
Yun Ji, Libin Li. Critical Care, 2024. Cites: paper

Towards Holistic Disease Risk Prediction using Small Language Models
Liv Björkdahl, Oskar Pauli, Johan Östman et al. International Conference on Machine Learning and Applications, 2024. Cites: paper

Association Between Triglyceride-Glucose Index and 28-Day Mortality in Patients with Sepsis and Heart Failure: A Retrospective Study Using the MIMIC-IV Database.
Yongchang Wu, Jiejing Chen, Ming Liao et al. Research Square, 2024. Cites: paper

OPTIMAL PAO2 IS 130-160 MMHG IN THE FIRST WEEK FOR SEPSIS PATIENTS IN ICU: A RETROSPECTIVE COHORT STUDY BASED ON MIMIC-IV DATABASE
Haoran Chen, Xinyi Tang, Xiaomin Li et al. Shock, 2024. Cites: paper

Peer Review of “Towards Evaluating the Diagnostic Ability of LLMs (Preprint)”
Daniela Saderi, Randa Salah Gomaa Mahmoud, Goktug Bender et al. JMIRx Med, 2024. Cites: paper

Unmasking the chameleons: A benchmark for out-of-distribution detection in medical tabular data
Mohammad Azizmalayeri, Ameen Abu–Hanna, Giovanni Cinà. International Journal of Medical Informatics, 2024. Cites: paper

Ondansetron use is associated with increased risk of acute kidney injury in ICU patients following cardiac surgery: a retrospective cohort study
Feng Xu, Xun Gong, Wei Chen et al. Frontiers in Pharmacology, 2024. Cites: paper

Optimal Contract Design for End-of-Life Care Payments
Muyan Jiang, Ying Chen, Xin Chen et al. IEEE Conference on Decision and Control (CDC), 2024. Cites: paper

CRTRE: Causal Rule Generation with Target Trial Emulation Framework
Junda Wang, Weijian Li, Han Wang et al. IEEE International Conference on Big Data (BigData), 2024. Cites: paper

EHRGPT: Leveraging language models for generating synthetic health records
Giridhar Pamisetty, Subbareddy Batreddy, Priya Verma et al. IEEE International Conference on Big Data (BigData), 2024. Cites: paper

Importance Sampling to Learn Vasopressor Dosage to Optimize Patient Mortality in an Interpretable Manner
Anshul Rastogi, Dongjin Song Mentor. IEEE International Conference on Big Data (BigData), 2024. Cites: paper

Letter to the editor: “Malnutrition in survivors of critical illness and long-term survival outcomes: A cohort study”
Chen Zhou, Chenglong Liang. Journal of Critical Care, 2024. Cites: paper

MediRAG: Secure Question Answering for Healthcare Data
Emily Jiang, Alice P. Chen, Irene Tenison et al. IEEE International Conference on Big Data (BigData), 2024. Cites: paper

Effectiveness of electronic medical record-based strategies for death and hospital admission endpoint capture in pragmatic clinical trials
Maryam Rahafrooz, Danne C. Elbers, Jay R Gopal et al. Journal of the American Medical Informatics Association, 2024. Cites: dataset, paper

Association Between Geriatric Nutritional Risk Index and Critically Ill Patients With Pressure Injury: Analysis of the MIMIC‐IV Database
Yilei Zhang, Chuan Qin, Li Xu et al. Journal of Clinical Nursing, 2024. Cites: paper

Bundle compliance patterns in septic shock and their association with patient outcomes: an unsupervised cluster analysis
Aysun Tekin, Balázs Mosolygó, Nan Huo et al. Internal and Emergency Medicine, 2024. Cites: paper

Hypertension and 28-day mortality in sepsis patients: An observational and mendelian randomization study
Lichang Sun, Cong Zhang, Ping Song et al. Heart & Lung, 2024. Cites: paper

Impact of vancomycin therapeutic drug monitoring on mortality in sepsis patients across different age groups: a propensity score-matched retrospective cohort study
Huaidong Peng, Ruichang Zhang, Shuangwu Zhou et al. Frontiers in Medicine, 2024. Cites: paper

AI in Medicine Recent Progress Opportunities and Future Directions
Iroda Sodiqovna, Jeong Chan Park. International Conference on Future Networks & Distributed Systems (ICFNDS), 2024. Cites: paper

Beyond the AJR: Toward Large Language Models for Radiology Decision-Making in the Emergency Department
Marc D. Succi, Arya S Rao. American Journal of Roentgenology, 2024. Cites: paper

Development and validation of clinical criteria for critical illness-associated immune dysfunction: based on the MIMIC-IV database
Yanyou Zhou, Linfeng Tao, Shengsheng Yang et al. Frontiers in Medicine, 2024. Cites: paper

Leveraging the power of routinely collected ICU data
Lada Lijović, Paul Elbers. Intensive Care Medicine, 2024. Cites: paper

The endothelial activation and stress index is a potential prognostic indicator for patients with acute pancreatitis managed in the intensive care unit: a retrospective study
Jianjun Wang, Xi Chen, Chuan Qin et al. Frontiers in Medicine, 2024. Cites: paper

Association between body temperature measurement methods and 28-day and 1-year Mortality in critically sepsis patients: A Retrospective Cohort Study
Yaqing Zhang, Ni Chen, Cuiping Hao et al. Research Square, 2024. Cites: paper

Developing a prediction model for in-hospital mortality in sepsis patients with gastrointestinal bleeding using the MIMIC-IV database
Fengwei Yao, Ji Luo, Yue Ming et al. Research Square, 2024. Cites: paper

Evaluation of remote sensing soil moisture data products with a new approach to analyse footprint mismatch with in-situ measurements
Qiuxia Xie, Jia Li, Massimo Menenti et al. International Journal of Digital Earth, 2024. Cites: paper

Association of cardiovascular-kidney-metabolic index with all-cause mortality during hospitalization in critically ill patients: a retrospective cohort study from MIMIC IV2.2
Xiaolong Qu, Yuping Liu, Peng Nie et al. Frontiers in Cardiovascular Medicine, 2024. Cites: paper

Association of serum potassium levels with mortality in critically ill patients with sepsis during hospitalization
Zhao Guang, Yuting Gu, Yuyang Chen et al. PLoS ONE, 2024. Cites: paper

Summarizing Clinical Notes using LLMs for ICU Bounceback and Length-of-Stay Prediction
Akash Choudhuri, Philip M. Polgreen, Alberto M. Segre et al. IEEE ... International Conference on Data Mining workshops, 2024. Cites: paper

Machine and Deep Learning Models for Hypoxemia Severity Triage in CBRNE Emergencies
Santino Nanini, Mariem Abid, Yassir Mamouni et al. Diagnostics, 2024. Cites: paper

L-shaped association between triglyceride-glucose body mass index and short-term mortality in ICU patients with sepsis-associated acute kidney injury
Heping Xu, Ruiyong Mo, Yiqiao Liu et al. Frontiers in Medicine, 2024. Cites: paper

Nonlinear relationship between Hemoglobin-to-Age Ratio and all-cause mortality in patients with septic shock: A retrospective cohort study in the MIMIC-IV database
Chao Yang, Yimin Xue, Zhebin You et al. PLoS ONE, 2024. Cites: paper

Not the Models You Are Looking For: Traditional ML Outperforms LLMs in Clinical Prediction Tasks
Katherine E. Brown, Chao Yan, Zhuohang Li et al. medRxiv, 2024. Cites: paper

High level of systemic immune inflammation index elevates delirium risk among patients in intensive care unit
Feifei Xu, Shurong Zhang, Yanyuan Zhang. Scientific Reports, 2024. Cites: paper

SNOBERT: A Benchmark for Clinical Notes Entity Linking in the SNOMED CT Clinical Terminology
Mikhail Kulyabin, Gleb Sokolov, Aleksandr Galaida et al. Lecture notes in computer science, 2024. Cites: paper

CTRhythm: Accurate Atrial Fibrillation Detection from Single-Lead ECG by Convolutional Neural Network and Transformer Integration
Zhanyu Liang, Chen Yang, Zhengyang Yu et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

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