Publications citing MIMIC-IV v3.1

Association between red blood cell distribution width to albumin ratio and pneumonia risk in acute ischemic stroke: evidence from two independent cohorts
Jin Wang, Yaxin Zhang, Yadong Wu et al. Frontiers in Nutrition, 2026. Cites: paper

Development and validation of a deep learning model to predict heparin response in critically ill patients with deep vein thrombosis receiving continuous intravenous heparin infusion
Shengjun Liu, Longxiang Su, Sihang Zhang et al. Blood Science, 2026. Cites: paper

H-StreamQ: An Entity-Aware Framework for Data Quality Assessment and Drift Monitoring in Electronic Health Records
Gul Muhammad Soomro, Zaira Hassan Amur, Said Krayem et al. Information, 2026. Cites: paper

Safeguarding biomedical AI: a critical scoping review of privacy-enhancing technologies, hybrid approaches, and deployment models
Seha Ay, Ümit Topaloĝlu, Wei Zhang. Frontiers in Digital Health, 2026. Cites: paper

Validity and Reliability of ICD Symptom Coding and Its Implications for Symptom Assessment and Research Using Electronic Health Records
Tru Hoang Cao, Meagan Whisenant, Hongmei Wang et al. CIN Computers Informatics Nursing, 2026. Cites: paper

Artificial intelligence framework for real-time integration of electronic health records and clinical notes for early prediction and management of sepsis in intensive care units
R. Kanthavel, Ramakrishnan Dhaya, A. Jayanthiladevi et al. Discover Artificial Intelligence, 2026. Cites: dataset

Association of early lactate with 365-day all-cause mortality in critically ill patients with acute ischemic stroke
Yi Ba, Chengguang Song. Medicine, 2026. Cites: paper

Associations between arterial pH and clinical outcomes in mechanically ventilated ICU patients: A retrospective cohort time-dependent analysis
João Francisco Figueiredo Marcondes Ferraz, Kristen Andrews Staggers, Charles G. Minard et al. Journal of Critical Care, 2026. Cites: paper

Beyond Prediction
Geoffray Agard, Sami Hraiech. CHEST Critical Care, 2026. Cites: paper

Early relative glycemic stress trajectories identify a high-risk metabolic phenotype in critically ill patients with atherosclerotic cardiovascular disease: a dual-cohort study
You Wu, Kangxing Wang. Frontiers in Endocrinology, 2026. Cites: paper

Impact of an ROX index-guided intubation strategy on mortality in patients receiving high-flow nasal cannula: a target trial emulation
Ryohei Yamamoto, Takeshi Tohyama, Ahram Han et al. Journal of Intensive Care, 2026. Cites: paper

A Federated Multimodal Framework for Sepsis Mortality Prediction in Intensive Care Units
Shatha Al-duhayan, Abdenour Soubih, Firuz Juraev et al. Lecture notes in networks and systems, 2026. Cites: paper

A large language model-driven multidisciplinary AI agent system predicts delirium in emergency critically ill patients
Wen Shang, Tongyue Shi, Qingbian Ma et al. Cell Reports Medicine, 2026. Cites: paper

Optimizing In-Hospital Mortality Prediction After Cardiac Surgery: A Machine Learning Approach Using Feature Engineering for Imbalanced Data
Po-Cheng Kao, Chih-Cheng Wu, Jung‐Chun Yeh. Diagnostics, 2026. Cites: paper

Prognostic value of albumin-related inflammatory ratios for 30-day mortality in rheumatic heart disease: a dual-cohort study with external validation
Wen Li, Zhanfang Zhu, 郝金霞 et al. Frontiers in Nutrition, 2026. Cites: paper

Temporal Validation of Explainable Machine Learning for 28-Day Mortality Prediction in Adults with Peripheral Artery Disease in Intensive Care
Hasan Burak İşleyen, Sevil Tugrul Yavuz, S. Bulut et al. Artery Research, 2026. Cites: paper

Timing of 30-Day Hospital Readmission Risk and Its Implications for Clinical Utility
Mohamad Zafer Alkayali, 付月磊, Janna C. Castro et al. JAMA Network Open, 2026. Cites: paper

Comparison of nutritional inflammatory indicators for predicting outcomes in patients with sepsis: a retrospective study based on clinical and MIMIC data
Lulu Zhang, Longqin Wang, Yuhan Wang et al. BMC Infectious Diseases, 2026. Cites: paper

Data-Stream and Hospital-Level Variation in ICU Vital-Sign Record Density Across MIMIC-IV and eICU-CRD: Retrospective Data Quality Study (Preprint)
Yngve Mikkelsen. 2026. Cites: dataset, paper

Data-Stream and Hospital-Level Variation in ICU Vital-Sign Record Density Across MIMIC-IV and eICU-CRD: Retrospective Data Quality Study (Preprint)
Yngve Mikkelsen. JMIR Medical Informatics, 2026. Cites: dataset, paper

Lactate dehydrogenase-to-albumin ratio predicts mortality in mechanically ventilated patients with CAP-associated sepsis: a MIMIC-IV study with external validation
Kexin Wen, Tianyu Zhao, Xumin Han et al. European journal of medical research, 2026. Cites: paper

An Attention-Based Multi-Modal Network Framework for Cardiovascular Disease Detection and Grading
S. N. Shwetha, Manu Y M. Engineering Technology & Applied Science Research, 2026. Cites: paper

Cross-Site Stability of Embedding Model Rankings for Known-Item Retrieval From Clinical Notes: A Two-Corpus Comparative Evaluation Study (Preprint)
Yngve Mikkelsen. JMIR AI, 2026. Cites: paper

Do More Modalities Really Help? Evidence from Controlled Multimodal Clinical Prediction
Suchit Bhai Patel, Manik Gupta, Mei-Tai Chu. Lecture notes in computer science, 2026. Cites: paper

Dynamic mean arterial pressure trajectories and sepsis-associated acute kidney injury in ICU patients: a retrospective cohort study
Zhaoyu Zhang, Qian Luo, Yuanyuan Li et al. Scientific Reports, 2026. Cites: dataset

Early Sepsis Prediction Using Asynchronous Physiologic and Laboratory Data: Retrospective Study of a Workflow-Aware Two-Stage Temporal Fusion Transformer (Preprint)
Jonathan Li. 2026. Cites: paper

Tabular Foundation Models for Clinical Survival Analysis via Survival-Aware Adaptation
Minh-Khoi Pham, Luca Cotugno, Alina Sîrbu et al. Lecture notes in computer science, 2026. Cites: paper

Ultra-early versus early adjunctive vasopressin initiation after norepinephrine escalation in septic shock: a target trial emulation
Takaya Nakashima, Taiga Ichinomiya, Mikio Nakajima et al. Intensive Care Medicine, 2026. Cites: dataset

Answer Disagreement Detects Unreliable Large Language Model Responses in Medical Question Answering, but Deliberate Prompting Does Not Prevent Them: A Pre-Registered Evaluation of Seven Open-Weight Models (Preprint)
Bahadır Eryılmaz, Mikel Bahn, Hendrik Damm et al. 2026. Cites: paper

Beyond the Chatbot: An Intensivist\'s Perspective on Structured Artificial Intelligence Education
Bodhisatwa Choudhuri. 2026. Cites: paper

ClinicalSum-BART: parameter-efficient fine-tuning of biomedical transformers for clinical text summarization
Adil Boughida, Mohamed Nadjib Kouahla, Abdelhalim Benoughidene et al. The Journal of Supercomputing, 2026. Cites: paper

Drug-specific effects of anxiety on high-dose oxycodone: age as a modifier for oxycodone response
Longyue Wang, Wei Chai, Bingrong Wang et al. Behavioural Pharmacology, 2026. Cites: paper

Early Use of 25% Albumin in Sepsis Resuscitation Is Not Associated with Worsened Renal Outcomes: A Propensity-Matched Retrospective Cohort Study of MIMIC-IV
Christian Josef Wiedermann. Eurasian Journal of Critical Care, 2026. Cites: paper

Echocardiographic left ventricular filling pressure (E/e′) and incident acute kidney injury in critically ill adults with preserved ejection fraction
Lujun Shao, Yue Li, Cheng Xu et al. Research Square, 2026. Cites: paper

Real-World Performance of the 2026 AHA/ACC Pulmonary Embolism Framework in a Multi-System CTPA Cohort
Mahmoud I Alwakeel, Suraj Zaveri, Emory Buck et al. medRxiv, 2026. Cites: dataset

Time-dependent association between colchicine administration and 28-day mortality in critically ill patients with sepsis: A propensity score-matched cohort study
Yucheng Zhou, Dongxia Xu, Yimeng Li et al. Journal of Infection and Chemotherapy, 2026. Cites: paper

Association of the blood glucose-to-platelet ratio with all-cause mortality in diabetic patients: An analysis of the MIMIC-IV database
Yinan Zhao, Faying Li, Guoying Yu. Medicine, 2026. Cites: paper

EHRBench: An Automated and Reliable EHR-based Benchmark for Clinical Decision Making with LLMs
Yuzhang Xie, Keqi Han, Yunpeng Xiao et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026. Cites: paper

SOFA-2 versus SOFA for mortality risk assessment in ICU patients with acute cholangitis: a retrospective cohort study using MIMIC-IV and eICU
Yunxiao Lyu, Bin Wang, Zhong Lyu. Research Square, 2026. Cites: dataset, paper

The creatinine-to-albumin ratio as a prognostic indicator in critically ill patients with cirrhosis: A cohort study
Yi Ying, Qiaodi Ying, Liying Jing et al. Medicine, 2026. Cites: paper

Trajectory-Aware Clinical Risk Prediction via Severity-Grounded Knowledge Graphs and Retrieval-Augmented Generation
Kyunghoon Jeon, Youmin Ko, Woohwan Jung et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026. Cites: paper

Blood Urea Nitrogen and Atrial Fibrillation Identify Geriatric Peri-Hospitalization Cardiovascular and Cerebrovascular Vulnerability After Hip Arthroplasty
Hengjie Su, 胡牮, Xiaoyu Wang et al. Research Square, 2026. Cites: dataset, paper

MAPPE: Rethinking and Improving Fairness in LLMs for Medicine via Minimax Preference-based Prompt Evolution
Jiaming Zhang, Yuyuan Li, Xiaohua Feng et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026. Cites: dataset, paper

Nutritional adequacy is associated with improved survival within specific physiological windows in critically ill patients
Hongbin Deng, Qing Yang, Qi Wang et al. Clinical Nutrition ESPEN, 2026. Cites: paper

RxGuard: Knowledge-Guided Safety Guardrails for Medication Recommendation
Hang Wang, Hang Dong, Lu Liu. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026. Cites: paper

SCALE: Sharpness-Aware Correction for Addressing Long-Tail Effects in Combinatorial Medication Recommendation
Xiaohua Feng, Yuyuan Li, Jiaming Zhang et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026. Cites: paper

TemporalBench: A Benchmark for Evaluating LLM-Based Agents on Contextual and Event-Informed Time Series Tasks
Muyan Weng, Defu Cao, Wei Yang et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026. Cites: paper

U-EHR: A Self-Evolving EHR Agent with Step-Level Credit Assignment and UCB-Guided Memory Retrieval
Hao Wu, Zihan Wang, Ziyang Rao et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026. Cites: paper

Association between Anemia and Hematologic Traits at Hospital Discharge with One-Year Mortality Among Survivors of Critical Illness
Lucas Lage Marinho, Danielle Jeong, Maya D’Angelo et al. medRxiv, 2026. Cites: paper

Association of time-averaged systemic immune-inflammation indices with in-hospital mortality after intracerebral hemorrhage: a retrospective study
Quang Chiến Chu, Thanh Tung Do, Việt Hưng Nguyễn. Journal of Clinical Neuroscience, 2026. Cites: paper

Cited by