Publications citing MIMIC-III Clinical Database Demo v1.4

Hypergraph topic neural network with cross-modal fusion for latent treatment pattern recommendation
Xin Min, Wei Li, Weidong Xie et al. Engineering Applications of Artificial Intelligence, 2026. Cites: paper

ChainCare: Clinical prediction via bidirectional monitoring event chains and multi-event time series modeling
Shi Mu, Qizheng Sun, Shihui Zhang. Information Processing & Management, 2026. Cites: paper

Fine-grained dynamic graph learning for irregular multivariate time series
Jinquan Ji, Chunyi Hou, Yu Cao et al. Information Processing & Management, 2026. Cites: paper

Inteligencia artificial aplicada a los cuidados (II): algoritmos y aplicaciones
Reyes Grangel, María Victoria Ibáñez Gual, Amelia Simó Vidal et al. Enfermería Clínica, 2026. Cites: paper

High anion gap and albumin-adjusted anion gap are associated with hospital mortality in intensive care unit patients with liver cirrhosis: A retrospective cohort
Liu Zhao, Song Xuefeng, Zhang Qiang et al. Medicine, 2026. Cites: paper

Mobile systems for healthcare 5.0: Applications, challenges and opportunities
Yuxuan Zhao, Liping Zuo, Dexin Yu et al. High-Confidence Computing, 2026. Cites: paper

Contextualizing Decisions in the Monarchy of Healthcare through Traceable Patient-Level Evidence
Gaurav Sharma, Rahul Kumar, Yashi Tiwari et al. IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), 2026. Cites: paper

Natural language processing for geriatric syndromes: a systematic review of methods, applications, and challenges
Fahrurrozi Rahman, Imane Guellil, Abul Hasan et al. BMC Medical Informatics and Decision Making, 2026. Cites: paper

AI-powered metaverse for lifelong learning and skill evolution
Soha Rawas, Agariadne Dwinggo Samala, Aprilla Fortuna. Discover Education, 2026. Cites: paper

Safe and personalized drug recommendation via heterogeneous graph learning: integrating graphSAGE representations with DDI-aware cross-attention
Navid Khaledian, Sonya Falahati. Progress in Artificial Intelligence, 2026. Cites: paper

Admission systemic immune-inflammatory index predicts long-term mortality in patients with acute ischemic stroke: a retrospective analysis of the MIMIC-III database
Xiao Su, Xiuqing Tong, Ning Li et al. Intensive Care Medicine Experimental, 2026. Cites: paper

Identifying and timing patient outcomes in clinician notes using large language models
Tassallah Abdullahi, Ali Hamzeh, Isaac Sears et al. Artificial Intelligence in Medicine, 2026. Cites: paper

Helpful or Harmful? Re-Evaluating Frugality in Retrieval-Augmented Generation for Medical Question Answering
Richard Coric, Ebenezer F. Oloyede, Heriberto Cuayáhuitl. Machine Learning and Knowledge Extraction, 2026. Cites: paper

Identification of Heterogenous Treatment Response to Corticosteroids Among Patients With Ventilator-Dependent Respiratory Failure
Charles R. Terry, Kit N. Simpson, Andrew J. Goodwin et al. CHEST Critical Care, 2026. Cites: paper

Privacy attack against federated tensor decomposition-based models
Yichen Ma, Michael Biehler, Jianjun Shi. IISE Transactions, 2026. Cites: paper

Association between deep learning–based atrial fibrillation burden and in-hospital mortality
Yongseop Lee, Yujee Chang, Jihoon Seo et al. PLOS Digital Health, 2026. Cites: paper

Bridging Stepwise Lab-Informed Pretraining and Knowledge-Guided Learning for Diagnostic Reasoning
Pengfei Hu, Chang Hua Lu, Fei Wang et al. IEEE Journal of Biomedical and Health Informatics, 2026. Cites: paper

Variability in Automated Sepsis Case Detection: A Systematic Analysis of Implementation Methods in Clinical Data Repositories
Falk Meyer-Eschenbach, René Schmiedler, Johannes v. Stoephasius et al. medRxiv, 2026. Cites: paper

A systematic review of automatic mapping of clinical terminologies
Mohammad Mekayel Anik, Syed Ahmmed, Md. Rubaiyat Hossain Mondal. Array, 2026. Cites: paper

Collaborative Coarse-to-Fine Disease Learning With Discharge Summary Awareness for EHR Event Prediction
Yan Kang, Zhuolun Li, Bin Pu et al. IEEE Transactions on Cybernetics, 2026. Cites: paper

From Patient Emotion Recognition to Provider Understanding: A Multimodal Data Mining Framework for Emotion-Aware Clinical Counseling Systems
Saahithi Mallarapu, Xinyan Liu, Pegah Zargarian et al. Computers, 2026. Cites: paper

A comprehensive survey on medical concept normalization: Datasets, techniques, applications, and future directions
Haihua Chen, Yuhan Zhou, Ruochi Li et al. Journal of Biomedical Informatics, 2026. Cites: paper

Causality-informed models for multidrug-resistant organism prediction: Enabling effective ICU antibiotic stewardship
Linna Wang, Xinyu Guo, Yimin Chen et al. International Journal of Antimicrobial Agents, 2026. Cites: paper

Early transthoracic echocardiography improves in-hospital mortality and fluid resuscitation in septic ICU patients with impaired cardiac function
Zhiyuan Ma, Cyrus P Elmi, Mahesh Krishnamurthy et al. Heart & Lung, 2026. Cites: paper

Semantic foundations for digital twins: the contribution of ontological analysis
Mohammed Elhajj. Frontiers in Computer Science, 2026. Cites: paper

A clinical environment simulator for dynamic AI evaluation
Luyang Luo, Sung Eun Kim, Xiaoman Zhang et al. Nature Medicine, 2026. Cites: paper

Artificial intelligence and machine learning in cardiovascular medicine: current applications, clinical evidence, and future directions
Vaibhav Sharma, Gurpreet Kaur Chawla, Shreyashi Kukreti et al. Exploration of Medicine, 2026. Cites: paper

Detection and Defense Against Backdoor Attacks in Large Language Models Based on Repeated Words Analysis
Chuan Zhang, Xiaolong Tao, Baokun Zheng et al. Chinese Journal of Electronics, 2026. Cites: paper

FedSpy-LLM: Towards Scalable and Generalizable Data Reconstruction Attacks from Gradients on LLMs
Syed Irfan Ali Meerza, Feiyi Wang, Jian Liu. IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 2026. Cites: paper

LLM Augmented Intervenable Multimodal Adaptor for Post-operative Complication Prediction in Lung Cancer Surgery
Shubham Pandey, Bhavin Jawade, Srirangaraj Setlur et al. IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), 2026. Cites: paper

Towards Enhancing Healthcare Data Privacy: Integrating BioClinicalBERT With Polyalphabetic Cipher for Entity Recognition and Anonymization
Deblina Mazumder Setu, Tania Islam, MM Rahman et al. Engineering Reports, 2026. Cites: paper

Advances in principles and technologies of non-mechanical blood pressure monitoring
Zixin Zheng, He Hao, Yiwen Huang et al. npj Cardiovascular Health, 2026. Cites: paper

ARTIFICIAL INTELLIGENCE IN FORENSIC MEDICINE AND PHARMACOLOGY: INTERNATIONAL APPROACHES AND GUIDELINES FOR KAZAKHSTAN IN THE ANALYSIS OF NOVEL PSYCHOACTIVE SUBSTANCES. LITERATURE REVIEW
M.N. Lepesbayev, D Tarzhanova, Zhanetta Mukanova et al. Ġylym men densaulyķ saķtau., 2026. Cites: paper

Association of gastric-acid suppressants with sedatives and analgesics in intensive care patients: A retrospective cohort study
Wei Huang, Yile Chen, Ying Chen et al. European Journal of Pharmacology, 2026. Cites: paper

BCG-BP-FSNet: A few-shot learning framework for personalized, non-invasive blood pressure prediction based on ballistocardiogram
Yuchen Zhang, Rui Jiang, Yi Pan et al. Biomedical Signal Processing and Control, 2026. Cites: paper

Predictive value of red cell distribution width to albumin ratio for acute kidney injury in patients with acute pancreatitis
Jin Zhao, Yuan Peng, Chenyang Xu. PLoS ONE, 2026. Cites: paper

SynthEHR-eviction: enhancing eviction SDoH detection with LLM-augmented synthetic EHR data
Zonghai Yao, Youxia Zhao, Avijit Mitra et al. npj Digital Medicine, 2026. Cites: paper

A Hybrid Language Framework for Ontology-Based Clinical Concept Extraction
Behnaz Eslami, Dmitriy Dligach, Nazanin Azarvash et al. Journal of Healthcare Informatics Research, 2026. Cites: paper

Artificial Intelligence Applications for Automated Data Extraction and Secondary Use of Clinical Information in Uro-oncology: A Systematic Review
Julian Greß, Gordon Otto, Sebastian Sommer et al. European Urology Open Science, 2026. Cites: paper

Co-Creation by Human–AI Sophimatics Framework and Applications
Gerardo Iovane, Giovanni Iovane. Algorithms, 2026. Cites: paper

Enhancing text-to-structured query language translation for seamless electronic medical record access
B. Gomathi, Saravana Balaji B, Omar Khattab et al. PeerJ Computer Science, 2026. Cites: paper

Predicting ICU Readmission Afte Intracerebral Hemorrhage: A Deep Learning Framework Using MIMIC Time-Series Data
Sergio Celada-Bernal, Alejandro Piñán-Roescher, Ruymán Hernández-López et al. Applied Sciences, 2026. Cites: paper

Critical value of platelet transfusion to reduce the risk of death in aortic dissection (AD) patients: a study based on the MIMIC-IV database
Hejia Wan, Bingqi Wei, Haihong Yang et al. Acta cardiologica. Supplementum, 2026. Cites: paper

Digital Twins in Neonatology: Current Applications and Future Directions: A Narrative Review
Dimitra Savvidou, Niki Dermitzaki, Maria S. Baltogianni et al. Applied Sciences, 2026. Cites: paper

Prognostic Value of Blood Urea Nitrogen for Acute Kidney Injury and Mortality in Vasculitis: A Large Cohort Study Using Multivariate Joint Model and Machine Learning
Si Chen, Rongfeng Liu, Yongzhi Zhang et al. Diagnostics, 2026. Cites: paper

Robust drug recommendation based on patient status awareness and unbiased prediction
Gangfeng Ma, Xilin Wen, Xu-Hua Yang et al. Information Processing & Management, 2026. Cites: paper

Cardiac health assessment across scenarios and devices using a multimodal foundation model pretrained on data from 1.7 million individuals
Xiao Gu, Wei Tang, Jinpei Han et al. Nature Machine Intelligence, 2026. Cites: paper

Explainable multimodal deep learning models for variable-length sequences in critically ill patients
Jennifer Martin, Majid Afshar, Askar Safipour Afshar et al. Journal of Biomedical Informatics, 2026. Cites: paper

ICD coding of death certificates with generative language models
Isabel Coutinho, Gonçalo M. Correia, Bruno Martins et al. PLOS Digital Health, 2026. Cites: paper

Improving Automatic Medical Coding Performance Through Code Hierarchy and Co-Occurrence
Yirui Dong, Haitao Zhang, Liang Dong et al. International Conference on Machine Intelligence Theory and Applications (MiTA), 2026. Cites: paper

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