Publications citing MIMIC-III Waveform Database v1.0

Artificial Intelligence for Early Heart Disease Prediction: A Review of Machine Learning Techniques
Hanna Rasheed, Arya.K.R Arya.K.R, Ashida.K.A Ashida.K.A. International Journal of Technology & Emerging Research, 2026. Cites: paper

Vision-Language Models for medical imaging: A survey on anomaly detection and multimodal applications
Gul E Arzu, Muhammad Umar, Muhammad Fayaz et al. Knowledge-Based Systems, 2026. Cites: paper

Multi-view consistency for trustworthy offline reinforcement learning
Hongyi Li, Lianke Zhou, Shuai Qin et al. Expert Systems with Applications, 2026. Cites: paper

A perspective on foundation models in intensive care medicine
Carl Harris, Samuel Schmidgall, Sampath Rapuri et al. Artificial Intelligence in Medicine, 2026. Cites: paper

InstructDS: An Instruction-Tuned language model with smoothed contrastive confidence decoding for generating patient discharge instructions
Muneerah Q. Alqahtani, Manal Abumelha. Journal of King Saud University - Computer and Information Sciences, 2026. Cites: paper

Les systèmes d’aide à la décision clinique à base d’intelligence artificielle : du développement à l’implantation
Philippe A. Jouvet, Kévin Albert, Arnaud Wiedemann et al. Bulletin de l Académie Nationale de Médecine, 2026. Cites: paper

A Deep Learning–Based Multi-Source Sensor Data Fusion Model for Real-Time Disaster Prediction and Healthcare Risk Assessment
S. Sindhu, S. Srividhya, V. Rajaram et al. International Journal of Online and Biomedical Engineering (iJOE), 2026. Cites: paper

A Scoping Review of Interpretable AI Model Approaches in Echocardiography: Frameworks, Model Types, Explanation Strategies, and Evaluation Practices
Ryoma Ishii, Roger A. Edwards, Patrick E. Gelbach et al. Journal of Imaging Informatics in Medicine, 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: paper

The role of dataset integrity, calibration and signal quality in neural network-based blood pressure estimation
Christian Fritzsche, Veit Senner. Scientific Reports, 2026. Cites: dataset

Machine learning and AI for cancer research and care: a review of applications, limitations, and future directions
Kanishk Yadav, Taneesha Gupta. Journal of the Egyptian National Cancer Institute, 2026. Cites: paper

A consent-based medical data sharing and edge offloading scheme based on blockchain and deep reinforcement learning
Narendra Kumar Chintalacheruvu, Dinesh Kumar, Amit Prakash et al. Discover Computing, 2026. Cites: paper

An Eight-Phase Pipeline for Clinical Risk Prediction Using PCA, K-Means, and KNN on MIMIC-III
Michael Israel Lata Zambrano, Jordy Jasmany Romero Armijos, Remigio Hurtado. Lecture notes in networks and systems, 2026. Cites: paper

Neuro-symbolic information fusion for explainable retrieval-augmented generation in mental health applications: A survey and challenges
Xin Kang, Weiping Ding, Kazuyuki Matsumoto et al. Information Fusion, 2026. Cites: paper

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: dataset, paper

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

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

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

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