Publications citing MIMIC-IV v3.1

Foundation model of electronic medical records for adaptive risk estimation
Paweł Renc, Michal K. Grzeszczyk, Nassim Oufattole et al. GigaScience, 2025. Cites: dataset, paper

Hemoglobin glycation index predicts reduced mortality in critically ill patients with chronic kidney disease
Yangpei Peng, Wenwen Huang, Jie Wang. Clinics, 2025. Cites: paper

Human Behavior Analysis: A Comprehensive Survey on Techniques, Applications, Challenges, and Future Directions
Siham Essahraui, Ismail Lamaakal, Yassine Maleh et al. IEEE Access, 2025. Cites: paper

Hyperferritinemia is Associated with Thrombocytopenia and Increased Mortality Risk in Adult Sepsis Patients: A Retrospective Study of Two Observational Cohorts
Dengzhe Li, Xinqiang Li, Bo Wen et al. Clinical and Applied Thrombosis/Hemostasis, 2025. Cites: paper

Hypertension Medication Recommendation Based on Synergy and Selectivity of Heterogeneous Medical Entities
Ke Zhang, Zhichang Zhang, Yali Liang et al. Communications in computer and information science, 2025. Cites: paper

In-context learning for label-efficient cancer image classification in oncology
Mobina Shrestha, Bishwas Mandal, Vishal Mandal et al. Informatics in Medicine Unlocked, 2025. Cites: paper

In-Hospital Mortality Prediction among Intensive Care Unit Patients with Acute Ischemic Stroke: A Machine Learning Approach
Jack Alexander Cummins, Ben S. Gerber, Mayuko Ito Fukunaga et al. Health Data Science, 2025. Cites: paper

Interpretable Disease Progression Path for Next Admission Diagnosis Event Prediction in Healthcare Data via Hybrid Rule-Transformer Network
Fanxin Xu, Hong Yu, Zuqiang Su et al. Lecture notes in computer science, 2025. Cites: paper

Interpretable machine learning model for early prediction of 30-day mortality in ICU patients with coexisting hypertension and atrial fibrillation: A retrospective cohort study
Shu‐Heng Chen, Yong Si, Junyi Fan et al. Informatics in Medicine Unlocked, 2025. Cites: paper

Inverse relationship between serum haptoglobin and acute kidney injury in critically Ill patients with sepsis: A retrospective cohort study of the MIMIC-IV 3.0 database
Yue Liao, Qilin Yang, Daxue Li et al. Clinics, 2025. Cites: paper

Mean 24-hour end-tidal carbon dioxide following diagnosis predicts mortality in patients with sepsis
Jingyi Wang, Li Weng, Jun Xu et al. World Journal of Emergency Medicine, 2025. Cites: paper

MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare
Ye Chen, Dongdong Huang, Yuqiang Shen et al. Lecture notes in computer science, 2025. Cites: paper

MedPromptX: Grounded Multimodal Prompting for Chest X-Ray Diagnosis
Mai A. Shaaban, Adnan Khan, Mohammad K. Yaqub. Lecture notes in computer science, 2025. Cites: paper

Med-RAIK: Interpretable Medication Recommendation Model Augmented by Integrating Knowledge Graph
Huicong Wei, Shugeng Zhou, Chi Zhang. Communications in computer and information science, 2025. Cites: paper

Orthopedic Surgery and Artificial Intelligence: The Future Is Already Here
Du Hyun Ro, Byung Sun Choi, Hyuk-Soo Han. The Journal of the Korean Orthopaedic Association, 2025. Cites: paper

Predicting Intensive Care Unit Length of Stay for Inflammatory Bowel Diseases Patients Using Machine Learning
Ke Xu, Jiayi Nie, Yifan Chen et al. Springer series in design and innovation, 2025. Cites: paper

Predicting readmission rates in critically ill heart failure patients during a 90-day vulnerable phase using interpretable machine learning models
Meng-Han Jiang, Fang Yu, Haiying Yang et al. Clinics, 2025. Cites: paper

Prediction Model of Mortality Risk of Sepsis Patients Based on Stacking Algorithm
文锦李. Modeling and Simulation, 2025. Cites: paper

Prediction of acute kidney injury in intensive care unit patients based on interpretable machine learning
Li Zhang, Mingyu Li, Chengcheng Wang et al. Digital Health, 2025. Cites: paper

Prognostic value of admission base excess in postoperative outcomes of aortic dissection patients: a retrospective cohort analysis
Huanan Liu, Hua Lu, Xiaoshen Zhang. Annals of Surgical Treatment and Research, 2025. Cites: paper

Radio‐tracking urban breeding birds: The importance of native vegetation
Gábor Seress, Krisztina Sándor, Veronika Bókony et al. Ecological Applications, 2025. Cites: paper

Readmission Risk Prediction after Total Hip Arthroplasty Using Machine Learning and Hyperparameters Optimized with Bayesian Optimization
Intan Yuniar Purbasari, Athanasius Priharyoto Bayuseno, R. Rizal Isnanto et al. SSRN Electronic Journal, 2025. Cites: paper

Responsible Artificial Intelligence for Healthcare: Trends, Challenges, and Opportunities
Stephanie Baker, Euijoon Ahn. Springer eBooks, 2025. Cites: paper

SHAP–FL: Improving Explainability for Multicentric Sepsis Onset Prediction Through Background Dataset Synthesis
Christoph Düsing, Philipp Cimiano. Lecture notes in computer science, 2025. Cites: dataset

STE-Model: Stack-Vote Ensemble Model for Predicting 30-Day Mortality in Sepsis Patients
Wenjin Li, Ruiqian Wu, Mengqing Liu et al. Lecture notes in electrical engineering, 2025. Cites: paper

Survey of Multimodal Federated Learning: Exploring Data Integration, Challenges, and Future Directions
Mumin Adam, Abdullatif Mohammed Albaseer, Uthman A. Baroudi et al. IEEE Open Journal of the Communications Society, 2025. Cites: paper

Synthesis and optimization of biobased carbon adsorbent monoliths from chitosan-polybenzoxazine for efficient CO 2 capture
José E. Mosquera, Liana Delevingne, Frédéric Delbecq et al. RSC Advances, 2025. Cites: paper

Tabular Prior Data Fitted Network Predicts Acute Kidney Injury with Routine Clinical Data
Yan Hua Xu, Zheng Xu, Chenyu Li et al. SSRN Electronic Journal, 2025. Cites: paper

The Relationship between the Blood Urea Nitrogen/Creatinine Ratio and Prognosis in Intensive Care Unit Survivors—A Retrospective Study Based on the MIMIC-IV Database
紫薇李. Medical Diagnosis, 2025. Cites: paper

Unsupervised Characterization of Temporal Dataset Shifts as Early Indicator of Ai Performance Variations
David Fernández-Narro, Pablo Ferri, Alba Gutiérrez‐Sacristán et al. SSRN Electronic Journal, 2025. Cites: paper

Zero-phase-delay synchrony between interacting neural populations: implications for functional connectivity-derived biomarkers
Chirag Mehra, Ahmad Beyh, Petroula Laiou et al. Imaging Neuroscience, 2025. Cites: paper

Association between autoimmune diseases and all-cause mortality in patients with cardiac arrhythmia
Le Li, Lingmin Wu, Zhicheng Hu et al. Revista Española de Cardiología (English Edition), 2024. Cites: paper

Acetaminophen administration reduces acute kidney injury risk in critically ill patients with Clostridium difficile infection: A cohort study
Yue Liao, Yulong Wang, Daxue Li et al. PLoS ONE, 2024. Cites: paper

Association of reverse dipping blood pressure with mortality among critically ill patients with ischemic stroke
Tao Tang, Guang Zhang, Zhongjun Chen et al. Internal and Emergency Medicine, 2024. Cites: paper

Association between geriatric nutritional risk index and adverse outcomes in critical ill patients with chronic obstructive pulmonary disease: a cohort study of 2824 older adults
Mei Feng, Yixiang Liu, Qiugui Li et al. BMC Pulmonary Medicine, 2024. Cites: paper

Association between stress hyperglycemia ratio and mortality in patients with heart failure complicated by sepsis
Lijun Song, Jianjun Ying, Min Li et al. Scientific Reports, 2024. Cites: paper

Development and validation of a mortality predictive model for ICU patients with primary pulmonary hypertension
Chaoyong Zhang, Yaoshi Hu, Zhongyuan Meng et al. Scientific Reports, 2024. Cites: paper

Impact of unintentional weight loss on 30-day mortality in intensive care unit sepsis patients: a retrospective cohort study
Wei‐De Lin, Bixia Lin, Junfan Chen et al. Scientific Reports, 2024. Cites: paper

Relationship between glycemic variability and the incidence of postoperative atrial fibrillation following cardiac Surgery: A retrospective study from MIMIC-IV database
Zeming Zhou, Haorui Zhang, Yuanrui Gu et al. Diabetes Research and Clinical Practice, 2024. Cites: paper

Assessment and Prediction of Clinical Outcomes for ICU-Admitted Patients Diagnosed with Hepatitis: Integrating Sociodemographic and Comorbidity Data
Dimple Sushma Alluri, Felix M. Pabon‐Rodriguez. medRxiv, 2024. Cites: dataset, paper

Red blood cell distribution width-derived indces predicts long-term prognosis in acute heart failure
Miao Zhang, Jing Zhu, De-Gang Mo et al. medRxiv, 2024. Cites: paper

Treatment Failure in Non-Intubated Acute Respiratory Distress Syndrome: A Retrospective Cohort Study
Kyung Hoon Kim, Joo Heung Yoon, Seok Chan Kim et al. Research Square, 2024. Cites: paper

Association of the geriatric nutritional risk index with poor outcomes in patients with coronary revascularization: a cohort study
Beili Xie, Yue Shi, Mingwang Liu et al. Frontiers in Cardiovascular Medicine, 2024. Cites: paper

Decreased in-hospital mortality in shock patients with rheumatoid arthritis compared to those without: a retrospective analysis of a critical care database
Jin Wan, Xiaoyu Cao, Yaran Yang. Clinical Rheumatology, 2024. Cites: paper

Machine learning for predicting acute myocardial infarction in patients with sepsis
Shusheng Fang, Hongjin Jin, Jiayu Zhang et al. Scientific Reports, 2024. Cites: paper

OmniFuse: A general modality fusion framework for multi-modality learning on low-quality medical data
Yixuan Wu, Jintai Chen, Lianting Hu et al. Information Fusion, 2024. Cites: paper

A comprehensive survey of large language models and multimodal large language models in medicine
Hanguang Xiao, Feizhong Zhou, Xingyue Liu et al. Information Fusion, 2024. Cites: paper

Association between phosphorus‐to‐calcium ratio at ICU admission and all‐cause mortality in acute pancreatitis: Insights from the MIMIC ‐ IV database
Yimin Han, Fan Chen, Wanzhen Wei et al. Journal of Hepato-Biliary-Pancreatic Sciences, 2024. Cites: paper

Dexmedetomidine is Associated with Reduced In-Hospital Mortality Risk of Patients with Subarachnoid Hemorrhage Undergoing Surgery
Ying Liu, Jiao Peng, Yuan-hui Zhang et al. World Neurosurgery, 2024. Cites: paper

Predicting in-hospital mortality in patients with heart failure combined with atrial fibrillation using stacking ensemble model: an analysis of the medical information mart for intensive care IV (MIMIC-IV)
Panpan Chen, Junhua Sun, Yingjie Chu et al. BMC Medical Informatics and Decision Making, 2024. Cites: dataset

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