Publications citing MIMIC-III Waveform Database Matched Subset v1.0

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

Enhancing blockchain security against quantum threats through integration of post-quantum cryptographic algorithms
Revathi K, Suganthi K. Computers & Electrical Engineering, 2025. Cites: paper

Hyperoxemia and its impact on in-hospital mortality in intracerebral hemorrhage patients: A retrospective cohort study
C. Tian, Hai Zhou, Min Yuan. Revue Neurologique, 2025. Cites: paper

K-cql: an arterial blood gas analysis-based deep offline reinforcement learning algorithm for mechanical ventilation treatment
Jiaying Xi, S. L. Dong, Haoquan Zhou et al. Health Information Science and Systems, 2025. Cites: paper

Knowledge-Enhanced Hyperbolic Language-Image Pretraining for Zero-Shot Learning
Linbin Han, Zhi Qiao, Xiantong Zhen et al. Lecture notes in computer science, 2025. Cites: paper

Learning Long Contexts and Forecasting with Kolmogorov-Arnold Hawkes Processes
Naveen Kumar Pallekonda, Prabhas Reddy Onteru, Anuj Kumar et al. IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), 2025. Cites: paper

Regulation of biomarker analysis: what can be translated in the clinic?
Marios A. Diamantopoulos, Michaela A. Boti, Triantafyllia Sarri et al. Expert Review of Molecular Diagnostics, 2025. Cites: paper

Reviewing clinical knowledge in medical large language models: Training and beyond
Q.Y. Li, Haijiang Liu, Caicai Guo et al. Knowledge-Based Systems, 2025. Cites: paper

Slicing and Dictionaries: A New Approach to Medical Big Data
Jing Zhang, Kailai Li, Yasi Zhang et al. iMetaMed, 2025. Cites: paper

Contactless Vital Sign Monitoring: A Review Towards Multi-Modal Multi-Task Approaches
Ahmad Hassanpour, Bian Yang. Sensors, 2025. Cites: paper

A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments
Yuchen Ma, Jonas Schweisthal, Hengrui Zhang et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025. Cites: paper

Diffmv: A Unified Diffusion Framework for Healthcare Predictions with Random Missing Views and View Laziness
Chuang Zhao, Hui Tang, Hongke Zhao et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025. Cites: paper

Instruction-Tuned Large Language Models for Clinical Data Extraction: Creating an Aortic Measurement Database from CT Radiology Reports
Ely Erez, Sedem Dankwa, McKenzie R. Tuttle et al. Journal of Healthcare Informatics Research, 2025. Cites: paper

Multi-modal Time Series Analysis: A Tutorial and Survey
Yushan Jiang, Kanghui Ning, Zijie Pan et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025. Cites: paper

Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series
Weijia Zhang, Chenlong Yin, Hao Liu et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025. Cites: paper

Large language models accurately identify immunosuppression in intensive care unit patients
Vijeeth Guggilla, Mengjia Kang, Melissa J Bak et al. Journal of the American Medical Informatics Association, 2025. Cites: paper

Optimizing Telemedicine Patient Care with Machine Learning for Disease Progression and Treatment Planning
K. Kokulavani, Kishore Varma Manthena, B Sakthisaravanan et al. Engineering Technology & Applied Science Research, 2025. Cites: paper

Toward digital twins in the intensive care unit: a medication management case study
Behnaz Eslami, Majid Afshar, M. Samie Tootooni et al. Journal of the American Medical Informatics Association, 2025. Cites: paper

DMIFRec: A Dual-view Information Fusion Model for Personalized Medication Recommendation
Qianqian Wang, Yaru Li, Lasheng Zhao et al. ICME International Conference on Complex Medical Engineering (CME), 2025. Cites: paper

EGNet: explainable graph neural network with similarity explanation for medication recommendation
Minh-Van Nguyen, Duy-Thinh Nguyen, Bac Hoai Le. Applied Intelligence, 2025. Cites: paper

Machine learning based, subject-specific, gender and race independent, non-invasive estimation of the arterial blood pressure
Rahul K. Sevakula, Patrícia Justo Bota, Mohamad Bassam Kassab et al. npj Cardiovascular Health, 2025. Cites: paper

Machine learning in psychiatric health records: A gold standard approach to trauma annotation
Eben Holderness, Bruce Atwood, Marc Verhagen et al. Translational Psychiatry, 2025. Cites: paper

Predictive Model of Risk Factors for Secondary Venous Thromboembolism in Patients After Craniotomy
Yanfang Guo, Haiying Su, Haiming Yu et al. Clinical and Applied Thrombosis/Hemostasis, 2025. Cites: paper

The Association between Coagulation Indices and Mortality in Critically Ill Patients with Atrial Fibrillation: A Retrospective Study
Zixi Huang, Hualong Liu, Fengchuan Huo et al. Clinical and Applied Thrombosis/Hemostasis, 2025. Cites: paper

EMF: Enhancing Mortality Risk Prediction via Evidential Multimodal Fusion
Abdulrahman Al-badwi, Hulin Kuang, Abdulrahman Al-Dailami et al. Lecture notes in computer science, 2025. Cites: paper

In-Context Learning with Large Language Models: A Simple and Effective Approach to Improve Radiology Report Labeling
Songsoo Kim, Donghyun Kim, Jaewoong Kim et al. Healthcare Informatics Research, 2025. Cites: paper

Towards reproducible and high-impact machine learning in health: an editorial
Jimeng Sun. Machine Learning Health, 2025. Cites: paper

Interpretable one-class classification framework for prescription error detection using BERT embeddings and dimensionality reduction
Yassine Ouzar, Faiza Ajmi, Sarah Ben Othman et al. Computers in Biology and Medicine, 2025. Cites: paper

HPformer: Low-Parameter Transformer With Temporal Dependency Hierarchical Propagation for Health Informatics
Wu Lee, Yuliang Shi, Han Yu et al. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025. Cites: paper

Novel GRU-based Drug Recommendation Model
Zhanlin Ji, Иван Ганчев. WSEAS Transactions on Information Science and Applications archive, 2025. Cites: paper

Privacy-Preserving Clinical Decision Support for Emergency Triage Using LLMs: System Architecture and Real-World Evaluation
Alper Karamanlıoğlu, Berkan Demirel, Onur Tural et al. Applied Sciences, 2025. Cites: paper

Trends and methods in intensive care unit (ICU) research using machine learning: latent dirichlet allocation (LDA)-based thematic literature review
Duygu Topaloğlu, Olcay Polat. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Deep Transfer Learning Based Cuff-less Continuous Blood Pressure Measurement for Arrhythmia Patients
Bo Wen, WeiXiu Qiu, Zeng-Ding Liu et al. International Symposium on Machine Learning and Media Computing (MLMC), 2025. Cites: paper

IntelliCare: Improving healthcare analysis with patient-level knowledge from large language models
Zhihao Yu, Yujie Jin, Yongxin Xu et al. Knowledge-Based Systems, 2025. Cites: paper

Privacy-Preserving Federated Unlearning with Ontology-Guided Relevance Modeling for Secure Distributed Systems
Naglaa E. Ghannam, Esraa Alaa Mahareek. Future Internet, 2025. Cites: paper

DentoMorph-LDMs: diffusion models based on novel adaptive 8-connected gum tissue and deciduous teeth loss for dental image augmentation
Hanaa Salem, Mostafa Elbaz, Riham sobhy Soliman et al. Scientific Reports, 2025. Cites: paper

Multimodal Graph Convolutional Networks for Patient Survival Analysis
Wenxuan Guo, Jianwu Li. International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2025. Cites: paper

Transforming label-efficient decoding of healthcare wearables with self-supervised learning and “embedded” medical domain expertise
Xiao Gu, Zhangdaihong Liu, Jinpei Han et al. Communications Engineering, 2025. Cites: paper

An AI-Based Framework for Real-Time Patient Monitoring and Intelligent Treatment Recommendation in Critical Care Units
T. Tamilvizhi, R Thirumalini, M Takshinyaa et al. 2025. Cites: paper

An IoT-Enabled Health Monitoring and Emergency Hospital Navigation System Using Disease Classification and Predictive Modelling
S. Delsi Robinsha, B. Amutha, D. Vanusha et al. 2025. Cites: paper

Bayesian Machine Learning for Decision Support in Healthcare Operations Management
Atul Kumar, Pallavi Jha, Indrajeet Bharat Kole et al. World Conference on Communication & Computing (WCONF), 2025. Cites: paper

Multicenter Machine Learning-Based Prediction of Mortality in ICU Patients With Hypocalcemia
Liangpeng Xie, Linxuan Jiang, Mingxuan Xiao et al. Shock, 2025. Cites: paper

Automated Glasgow Coma Scale Score Extraction: Mining Unstructured Electronic Health Records (Preprint)
Marta P. Fernandes, Niels Turley, Haoqi Sun et al. 2025. Cites: paper

Improved AI-based Prediction of ICU Mortality of Sepsis Patients based on Change in HRV Parameter upon Fluid Bolus Therapy
L. R. Rahul, Rahuldeb Sarkar, Arnab Sengupta et al. medRxiv, 2025. Cites: dataset, paper

Improving Large Language Models’ Summarization Accuracy by Adding Highlights to Discharge Notes: Comparative Evaluation
Mahshad Koohi H. Dehkordi, Yehoshua Perl, Fadi P. Deek et al. JMIR Medical Informatics, 2025. Cites: paper

A Hybrid AutoML Ensemble Integrating Conventional Learners and Gradient-Boosting Models for Multi-Outcome Prediction in ICU Patients with Pseudomonas aeruginosa
LV Xiao-chun, Ren Qi, Zhu Lihong et al. Research Square, 2025. Cites: paper

Differential Privacy and Medical Data Analysis
Vinith M. Suriyakumar, Nicolas Papernot, Anna Goldenberg. Emerald Group Publishing Limited eBooks, 2025. Cites: paper

Open-source computational pipeline flags instances of acute respiratory distress syndrome in mechanically ventilated adult patients
Félix Leonardo Morales, Feihong Xu, Hyojun Ada Lee et al. Nature Communications, 2025. Cites: paper

Temporal visiting-monitoring feature interaction learning for modelling structured electronic health records
Xiang Li, Xiao‐Hua Zhou. Knowledge-Based Systems, 2025. Cites: paper

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