Publications citing MIMIC-III Clinical Database Demo v1.4

Enhanced CAD patient length of stay prediction using the Graph Neuro Boost model
Geetha Pratyusha Miriyala, Arun Kumar Sinha. Connection Science, 2026. Cites: paper

Handling Learnwares From Heterogeneous Feature and Label Spaces With Explicit Label Exploitation
Peng Hui Tan, Zhi-Hao Tan, Hai-Tian Liu et al. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026. Cites: paper

A Feature-Augmented Analytic Federated Architecture for Early Sepsis Detection
Wang Lei, Jasni Mohamad Zain, Nur Atiqah Sia Abdullah et al. Engineering Technology & Applied Science Research, 2026. Cites: paper

Data Profiling for Change Rules
Nishttha Sharma, Fei Chiang. Lecture notes in computer science, 2026. Cites: paper

IndoVetBERT: A Domain-Adaptive Transformer for Indonesian Veterinary Clinical Text Classification
Agus Fatkhurohman, Nur Rokhman, Sri Mulyana et al. Engineering Technology & Applied Science Research, 2026. Cites: paper

Pretrained language models for selection of cohorts from electronic health records
Isa Spiero, Johanna AAG Damen, Lotty Hooft et al. Informatics in Medicine Unlocked, 2026. Cites: paper

Privacy-Preserving Framework for Multi-Institutional Medical Time-Series Analysis via Homomorphic Encryption: Design and Development Study
Yao Lu, Yu Tian, Tianshu Zhou et al. JMIR Formative Research, 2026. Cites: paper

An incremental extended belief rule-based system for predicting the need for invasive mechanical ventilation in ICU patients
Bingbing Hou, Min Xue, Guilan Kong. Neurocomputing, 2026. Cites: paper

Employing machine learning techniques for non-invasive blood pressure classification using photoplethysmography signals
Hanieh Mohammadi, Bahram Tarvirdizadeh, Khalil Alipour et al. Physical and Engineering Sciences in Medicine, 2026. Cites: paper

High‐Quality Photoplethysmography Signal Enabled by Narrowband Red Phosphor Converted Light‐Emitting Diodes for Accurate Blood‐Pressure Monitoring
Renhua Guo, Weiyang Gong, Enhai Song et al. Advanced Materials, 2026. Cites: paper

Before the Model Comes the Endpoint: Stable-Extubation Adjudication for Cross- Database Prediction in Obstructive Airway Disease
Tianyi Yu. Research Square, 2026. Cites: paper

MACHINE LEARNING IN PREDICTION OF SEPSIS IN INTENSIVE CARE UNITS: A LITERATURE REVIEW OF ALGORITHMIC MODELS AND CLINICAL IMPLEMENTATION
Michał Parzniewski, Natalia Ostruszka, Maria Marusińska et al. International Journal of Innovative Technologies in Social Science, 2026. Cites: paper

A Bounded-Control Gateway-Side QoS Controller for Urgency-Sensitive IoMT Traffic in Smart Healthcare
Sarra Ayouni, Ghadah Aldehim, Nazik Mohammad Alturki et al. IEEE Internet of Things Journal, 2026. Cites: paper

Deep learning for multivariate time series analysis in electronic health records: a scoping review
C. A. Hernandez-Diaz, Blanca Vázquez, Gibrán Fuentes-Pineda. Evolutionary Intelligence, 2026. Cites: paper

Development and External Validation of a Multimodal Artificial Intelligence Mortality Prediction Model of Critically Ill Patients Using Multicenter Data
Behrooz Mamandipoor, Chun-Nan Hsu, Martin Krause et al. Anesthesiology, 2026. Cites: paper

Enhance the After-Discharge Mortality Rate Prediction via Learning from the Medical Notes
Zijiang Yang. Lecture notes in computer science, 2026. Cites: paper

Photonic sensing of hidden vital signs
Yutao Chen, Ming Liu, wenwen li et al. Optica, 2026. Cites: paper

Extracting Insights from Structured Data Using Hierarchical Clustering of Itemsets and LLM Based Summarization
Sanchit Satija, Dhar Rawal. Lecture notes in computer science, 2026. Cites: dataset

GREx: A Graph-Augmented Transformer Framework for Early Threat Detection in Clinical Text
Anil Kumar Singh, Priya, Manik Chandra et al. Communications in computer and information science, 2026. Cites: paper

Privacy-Protected Classification of Sensitive Personal Information
Yancheng Dong, Jian Yang, Song Jiang et al. Communications in computer and information science, 2026. Cites: paper

A Bimodal Predictive Framework for Early Stroke Detection in Synthetic EHRs
Jingyao Sun, Ming Li. IEEE International Conference on Smart Internet of Things (SmartIoT), 2026. Cites: paper

AI-Driven Continuous Compliance and Intelligent Risk Management in Multi-Cloud Healthcare Ecosystems: A Review
Selvamurugan Ramamoorthy. International Conference on Secure Information Systems and Technologies (ICSIST), 2026. Cites: paper

A Multiclass Arrhythmia Classification Method Based on Photoplethysmography Signals of Smartwatches
Mao Li, Chengcheng Guo. Wuhan University Journal of Natural Sciences, 2026. Cites: paper

Cognitive Attention-Based Temporal Network for Multimodal Anomaly Detection in Wearable Healthcare Sensor Monitoring Applications
Bharathraj Kumar. M, Avinash. S, G. P. Hegde et al. International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE), 2026. Cites: paper

Conformal Memory-Augmented Attention Networks for Robust and Adaptive Longitudinal Disease Prediction with Uncertainty Quantification
V. Pandarinathan, A. Manikandan. International Conference on Secure Information Systems and Technologies (ICSIST), 2026. Cites: paper

Ensemble to Deep Learning Framework Transition for Enhanced Heart Disease Prediction
P R Ajitha, C. R. Rene Robin. International Conference on Secure Information Systems and Technologies (ICSIST), 2026. Cites: paper

Explainable Machine Learning for Predicting Deep Vein Thrombosis in Critically Ill Patients with COPD: Development and Multicenter External Validation
Guangdong Wang, Tingting Liu, Wenwen Ji et al. International Journal of COPD, 2026. Cites: paper

Federated Learning with GAN-Based EHR Harmonisation for Cross-Institutional Clinical Prediction
A Sindhu, P Ranjima, S. Kanagaraj et al. 2026. Cites: paper

Hierarchical GNN-Driven Edge-Cloud Partitioning for Real-Time Federated Healthcare Analytics: A Dynamic Computation Splitting Framework
Arushi Singh, Anubha Gaur, Zainab et al. International Conference on Integrated Circuits, Communication, and Computing Systems (ICIC3S), 2026. Cites: paper

LLM-Augmented Hybrid Representations for Disease Category Classification from Clinical Notes
Khanh-Thao Le-Vu, Hung-Nghiep Tran. International Conference on Multimedia Analysis and Pattern Recognition (MAPR), 2026. Cites: paper

Medical Specialty Classification of Clinical Transcriptions using TF-IDF N-Grams and a Linear Support Vector Machine
Suhail Shakeel, Kavita, Sahil Verma et al. International Conference on Secure Information Systems and Technologies (ICSIST), 2026. Cites: paper

MedSummarize: OCR-Based Extraction, Anonymization, and RAG-Driven Simplification of Clinical Documents
Gowreesh Malhan, Sukhmeet Singh Oberoi, Deepak Singla et al. International Conference on Computational Intelligence: Methods, Models, and Real-World Applications (ICCIMMR), 2026. Cites: paper

Named Entity Recognition for Healthcare Report Domain Classification: A Corpus-Driven Extraction and Categorisation Pipeline
Vaibhav Prakash Vasani, Sathishkumar Veerappampalayam Easwaramoorthy, Raunak Kumar Gupta et al. 2026. Cites: paper

Open data for clinical AI: a comprehensive review of disease prediction datasets
Sindhu Rajendran, BS Chandrashekar. International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering, 2026. Cites: paper

Optimal Dynamic Treatment Regimes for High‐Dimensional Accelerated Failure Time Model
Shijie Zhao, Wei Zhao. Statistics in Medicine, 2026. Cites: paper

ReCLLaMA: A Reasoning-Centered LLM Agent for Medical Diagnosis
Yang Zhao, Saiyun Dong, Xinghua Mindy Shi. IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies, 2026. Cites: paper

Smart Clinical Framework for Bone Cancer Diagnosis Using Histopathological Images
Vandana B.S. International Conference Computational Vision and Bio Inspired Computing, 2026. Cites: paper

Systemic fragility in European total intravenous anesthesia delivery and opportunities for resilient real-time decision support
Clara Mihaela Ionescu, Erhan Yumuk, Michele Schiavo et al. Communications Medicine, 2026. Cites: paper

Time-Series-Enhanced Sepsis Mortality Prediction Using Bidirectional LSTM with Temporal Attention and Focal Loss
Aparna Bhonde, Neha Thakur, Baviskar Jyoti. International Conference on Computing Communication Control and automation, 2026. Cites: paper

ToxicFreeMed: BERT-enhanced BPR algorithm for toxic-free medication recommendation
Stavros Davidopoulos, Panagiotis Symeonidis, Christos Andras et al. Health Information Science and Systems, 2026. Cites: paper

When PPG Meets ECG: Uncovering the Risks of Cross-Modal Biometric Matching
Linfeng Zhu, Kunning Shen, Chenhan Xu et al. IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies, 2026. Cites: paper

Feasibility of a German High-Frequency Neonatal and Pediatric Intensive Care Dataset (AIx-Neo-Guard Dataset): Secondary Data Cohort Study
Lena Sophie Olivier, Camelia Lauterbach Oprea, André Stollenwerk et al. JMIR Pediatrics and Parenting, 2026. Cites: paper

PH-AIDE: A Multi-Modal Explainable AI Framework for ICU Risk Stratification and Evidence-Based Public Health Policy Design
Safkat Mustakim Nirjash, Sharmin Akter, Shakim Ahamed et al. Journal of Information Technology Cybersecurity and Artificial Intelligence, 2026. Cites: paper

Remnant Cholesterol Paradox: Higher Levels Are Associated With Reduced Mortality in Critically Ill Patients With Heart Failure
Zhiqiang Zhang, Yanbin Su, Shanshan Tang. Journal of the American Heart Association, 2026. Cites: paper

Artificial intelligence-driven predictive analytics for early detection and risk stratification of cardiovascular disease
N. Muruganandan, P. M. Prathiba, KHYATI RAJESHKUMAR PATEL - et al. International Journal of Research in Medical Sciences, 2026. Cites: paper

Development and Validation of an Interpretable Machine Learning‐Based Clinical Prediction Model for Short‐Term Mortality in Intracerebral Hemorrhage With Thrombocytopenia: A Multicenter Study
Dachang Qiu, Guangwei Li, Ze Wang et al. CNS Neuroscience & Therapeutics, 2026. Cites: paper

Differentially Private Time-Series GAN for Privacy-Preserving Medical Data Generation
Mohammad Adil Rahman Khan, Garima Srivastava, Lalita Kumari. Information systems engineering and management, 2026. Cites: paper

TabularQGAN: a quantum generative model for tabular data synthesis
Pallavi Bhardwaj, C. R. Jones, Lasse Dierich et al. Scientific Reports, 2026. Cites: paper

Machine learning models for predicting multidrug-resistant organism infections after invasive procedures in intensive care unit patients: a retrospective study based on the MIMIC-IV database
Zhenwei Li, Shengyi Yang, Mengmeng Wang et al. Research Square, 2026. Cites: paper

Modular Differentiable Explanations for Markov Disease Models: A Transparent Framework for Clinical Decision Support
Virendra Tiwari. Research Square, 2026. Cites: paper

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