Publications citing MIMIC-III Waveform Database v1.0

The Potential of Artificial Intelligence in the Diagnosis and Prognosis of Sepsis: A Narrative Review
George Țocu, Elena Lăcrămioara Lisă, Dana Tutunaru et al. Diagnostics, 2025. Cites: paper

Causal Forests for Discovering Diagnostic Language in Electronic Health Records
Alessandro Albano, Chiara Di Maria, Mariangela Sciandra et al. Applied Stochastic Models in Business and Industry, 2025. Cites: paper

DNMDR: Dynamic networks and multi-view drug representations for safe medication recommendation
Guanlin Liu, Xiaomei Yu, Zihao Liu et al. Knowledge-Based Systems, 2025. Cites: paper

Exploring the consistency, quality and challenges in manual and automated coding of free-text diagnoses from hospital outpatient letters
Warren Del-Pinto, George C. Demetriou, Meghna Jani et al. PLoS ONE, 2025. Cites: paper

Large Language Models for Cancer Communication: Evaluating Linguistic Quality, Safety, and Accessibility in Generative AI (Preprint)
Agnik Saha, Victoria Churchill, Anny Rodriguez et al. 2025. Cites: paper

Med-KGMA: A novel AI-driven medical support system leveraging knowledge graphs and medical advisors
Sona Varshney, Bhawna Jain, Prerna Singh et al. Computers in Biology and Medicine, 2025. Cites: paper

Classifying Adverse Events from SOAP Notes and Sensor Features in a Clinical Trial of Older Adults
Noah Marchal, Mihail Popescu, Erin L. Robinson et al. medRxiv, 2025. Cites: paper

Collaborative anomaly detection in log data: Comparative analysis and evaluation framework
A. Gómez, Max Landauer, Markus Wurzenberger et al. Future Generation Computer Systems, 2025. Cites: paper

Age-related mortality risk assessment and prognostic factors in postsurgical traumatic brain injury patients: A retrospective cohort study based on the mimic database
Xiaoyan Zhang, Yixin Fu. Current Problems in Surgery, 2025. Cites: paper

Area-Weighted Resource Allocation for Humanitarian Logistics: An Enhanced Proximal Policy Optimization Approach
Popo Chan, Hao Yin, Yineng Wang et al. International Conference on Traffic and Logistic Engineering (ICTLE), 2025. Cites: paper

Identification and validation of chronic critical illness subphenotypes using urea–creatinine ratio trajectories
Wanting Su, Zhigang Cui, Sun Jinhe et al. Clinical Nutrition, 2025. Cites: paper

Medication information extraction using local large language models
Phillip Richter-Pechanski, Marvin Seiferling, Christina Kiriakou et al. Journal of Biomedical Informatics, 2025. Cites: paper

Association between heart rate fluctuation and mortality in intensive care patients with atrial fibrillation
Min Woo Kang, Shin Young Ahn, Yoonjin Kang. Scientific Reports, 2025. Cites: paper

Extracting post-acute sequelae of SARS-CoV-2 infection symptoms from clinical notes via hybrid natural language processing
Zilong Bai, Zhiliang Xu, Cong Hui Sun et al. npj Health Systems, 2025. Cites: paper

MGFNet: Multi-granularity medical pattern fusion network for patient risk prediction
Lin Cheng, Yuliang Shi, Xiao‐Jing Yu et al. Pattern Recognition, 2025. Cites: paper

CrossGCL: cross-view graph contrastive learning with dual tasks for drug recommendation
Wushao Wen, Liang Wang, Lihuang Fang et al. Neural Computing and Applications, 2025. Cites: paper

Machine Learning Decision Support for Elderly Healthcare Using MIMIC Dataset
Aabid Ahmad Mir, Ahmad Shahrafidz Khalid, Shahrulniza Musa et al. IEEE International Symposium in Robotics and Manufacturing Automation (ROMA), 2025. Cites: paper

Analysis of the Correlation Between Postoperative Temperature Trajectory and Prognosis After Cardiac Surgery: A retrospective analysis of the MIMIC-IV database
Yujie Fan, Hao Yuan, Zefeng Yang et al. Research Square, 2025. Cites: paper

Artificial intelligence in clinical data analysis: A review of large language models, foundation models, digital twins, and allergy applications
Yutaro Fuse, Shawn N. Murphy, Hisahiro Ikari et al. Allergology International, 2025. Cites: paper

Can LLMs effectively assist medical coding? Evaluating GPT performance on DRG and targeted clinical tasks
Yeli Feng. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Drug Combination Recommendation Model for Systemic Lupus Erythematosus and Antiphospholipid Syndrome
Ling Wang, Zhengyang Zhang, Ziheng Zhang et al. Pharmaceuticals, 2025. Cites: paper

Learning Knowledge Enhanced Text-image Feature Selection Network for Chest X-ray Image Classification
Xinyue Gao, Xixi Wang, Bo Jiang et al. Machine Intelligence Research, 2025. Cites: paper

Association between vitamin E and 28-day mortality in adult sepsis patients: A retrospective cohort analysis
Yili He, Yang Li, Qifang Lao et al. The American Journal of the Medical Sciences, 2025. Cites: paper

Making hierarchically aware decisions on short findings for automatic summarisation
Emrah İnan. Journal of Computational Science, 2025. Cites: paper

Learning Optimal Baggage Routing from Expert Demonstrations
Keyu Tian, Li Zeng. IEEE International Conference on Automation Science and Engineering (CASE), 2025. Cites: paper

Explainable Logistic Regression for Heart Disease Risk Prediction in Community and Clinical Populations: Development and External Validation Study (Preprint)
Peihua Tong, Hui Zheng Hu, Ling Tong. JMIR Cardio, 2025. Cites: paper

Leveraging explainable artificial intelligence for transparent and trustworthy cancer detection systems
Shiva Toumaj, Arash Heidari, Nima Jafari Navimipour. Artificial Intelligence in Medicine, 2025. Cites: paper

Physician- versus Large Language Model-Generated Clinical Summaries in the Emergency Department
Niloufar Golchini, Nikita Mehandru, Ahmed M. Alaa et al. medRxiv, 2025. Cites: paper

SHAP-LR: An Explainable Logistic Regression Model for Heart Disease Risk Prediction (Preprint)
Peihua Tong, Hui Hu, Tong Ling. 2025. Cites: paper

TAKECare: A temporal-hierarchical framework with knowledge fusion for personalized clinical predictive modeling
Jialun Wu, Xin Mei, Rui Mao et al. Information Fusion, 2025. Cites: paper

Association Between Glasgow Coma Scale Trajectory and In‐Hospital Mortality in Traumatic Brain Injury in the ICU : A Retrospective Cohort Study
Yangchun Zhang, Feng Chen, Na Ma et al. Nursing in Critical Care, 2025. Cites: paper

Causality-Oriented Robustness: Exploiting General Noise Interventions
Xinwei Shen, Peter Bühlmann, Armeen Taeb. Journal of the American Statistical Association, 2025. Cites: paper

GRACE-ICU: A multimodal nomogram-based approach for illness severity assessment of older adults in the ICU
Xiaoli Liu, Wesley Lok Kin Yeung, Ziyue Chen et al. npj Digital Medicine, 2025. Cites: paper

Machine Learning Prediction of Mean Arterial Pressure from the Photoplethysmography Waveform During Hemorrhagic Shock and Fluid Resuscitation
Jose M. Gonzalez, Saul J. Vega, Shakayla V. Mosely et al. Sensors, 2025. Cites: paper

Navigating Healthcare AI Governance: the Comprehensive Algorithmic Oversight and Stewardship Framework for Risk and Equity
Rahul Robaish Kumar, Kyle Sporn, Ethan Waisberg et al. Health Care Analysis, 2025. Cites: paper

A Survey of Multi-Label Text Classification Under Few-Shot Scenarios
Wenlong Hu, Qiang Fan, Hao Yan et al. Applied Sciences, 2025. Cites: paper

Multi-branching TabNet for interpretable data-driven prediction of diabetic retinopathy
Jiahao Shao, Zekai Wang, Anahita Khojandi et al. IISE Transactions on Healthcare Systems Engineering, 2025. Cites: paper

A model-agnostic ordinal regression pipeline for length of stay prediction
Xiaoxiao Huang, Kaibo He, Chenyu Hou et al. The Journal of Supercomputing, 2025. Cites: paper

Unveiling social determinants of health impact on adverse pregnancy outcomes through natural language processing
Nidhi Soley, MaKhaila Bentil, Jash Shah et al. Scientific Reports, 2025. Cites: paper

Creating Personalized Medicine ML Models Using Distributed Learning via Ray
Chae-Eun Kim, William Self, Nick J.-C. Wang et al. International Conference on Artificial Intelligence, Internet of Things and Cloud Computing Technology (AIoTC), 2025. Cites: paper

Transport-based transfer learning on Electronic Health Records: application to detection of treatment disparities
Wanxin Li, Saad Bin Ahmed, Yongjin Park et al. Journal of the American Medical Informatics Association, 2025. Cites: paper

Association between albumin infusion and sepsis risk of patients with acute pancreatitis
Xuan Zhou, Bangyan Jiang, Ningjing You et al. PLoS ONE, 2025. Cites: paper

Development and evaluation of large-language models (LLMs) for oncology: A scoping review
Namya Mehan, Teshan Dias Desinghe, Ashirbani Saha. PLOS Digital Health, 2025. Cites: paper

Infusing clinical knowledge into language models by subword optimisation and embedding initialisation
Abul Hasan, Honghan Wu, Quang Nguyen et al. Computers in Biology and Medicine, 2025. Cites: paper

Named Entity Recognition Approaches for Multihop Reasoning based Clinical Question Answering Systems
Pranav Salunkhe, Aditya Prakash, Sowmya Kamath S. International Conference on Contemporary Computing, 2025. Cites: paper

Quasisecure: Enhancing Data Anonymity Using Improved L-Diversity
Aditi, Shelly Sachdeva. International Conference on Contemporary Computing, 2025. Cites: paper

Selective Attention Federated Learning: Improving Privacy and Efficiency for Clinical Text Classification
Qi Li, Lihong Zhang. International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), 2025. Cites: paper

Selective Layer Fine-Tuning for Federated Healthcare NLP: A Cost-Efficient Approach
Lihong Zhang, Yue Li. International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), 2025. Cites: paper

Assessing Privacy Requirements for Controlled Query Evaluation in OBDA
Divya Baura, Diego Calvanese. Lecture notes in computer science, 2025. Cites: paper

A State‐Of‐The‐Art Survey of Remote Photoplethysmography for Contactless Health Parameters Sensing
Shadman Sakib, Zahid Hasan, Nirmalya Roy. Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, 2025. Cites: paper

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