Publications citing MIMIC-II Clinical Database v2.6.0

Artifact management methodologies for arterial blood pressure signals: A systematic scoping review of human and animal literature
Tobias J. G. Bergmann, Nuray Vakitbilir, Xue Nemoga‐Stout et al. Physiological Reports, 2025. Cites: paper

A multi-stage cuff-less continuous blood pressure estimation method for overcoming subject specificity
Yongjian Li, Meng Chen, Mingsen Du et al. Information Fusion, 2025. Cites: paper

СИТУАЦИОННОЕ УПРАВЛЕНИЕ: МОДИФИКАЦИЯ РЕШЕНИЯ В УСЛОВИЯХ НЕОПРЕДЕЛЕННОСТИ
Б. А. Кобринский. Высшая школа: научные исследования, 2025. Cites: paper

ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning
Guangzhi Xiong, Sanchit Sinha, Aidong Zhang. ACM Transactions on Knowledge Discovery from Data, 2025. Cites: paper

Continuous Cuffless Blood Pressure Estimation via Effective and Efficient Broad Learning Model
Chunlin Zhang, Pingyu Hu, Zhan Shen et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

Advanced biosignal processing and emotion recognition through artificial intelligence
A. Yasmine Begum, E. Edwin Lawrence, M. Saravanan et al. Elsevier eBooks, 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

The barriers to uptake of artificial intelligence in hepatology and how to overcome them
Jan Clusmann, Maria Balaguer‐Montero, Octavi Bassegoda et al. Journal of Hepatology, 2025. Cites: paper

Consideration of Sociodemographics in Sepsis Risk Prediction: Implications and Next Steps
Deepshikha Charan Ashana, William F. Parker. Critical Care Medicine, 2025. Cites: paper

Parametric Study of Cardiovascular Parameter Influence on PPG-to-CBP Signal Conversion
Adelle Ria Persad, Bo-Mi Lee, Junki Hong et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Advancements in Neuroanesthesia Through Artificial Intelligence
Ala Nozari, Dhanesh D. Binda, Maxwell B. Baker. Anesthesiology Clinics, 2025. Cites: paper

Cuff-less blood pressure monitoring via PPG signals using a hybrid CNN-BiLSTM deep learning model with attention mechanism
Hanieh Mohammadi, Bahram Tarvirdizadeh, Khalil Alipour et al. Scientific Reports, 2025. Cites: paper

Data-driven trends in critical care informatics: a bibliometric analysis of global collaborations using the MIMIC database (2004–2024)
Xiyue Zhang, Weimin Kong, Rongfen Shi et al. Computers in Biology and Medicine, 2025. Cites: paper

A Comprehensive PPG-based Dataset for HR/HRV Studies
Jingye Xu, Yuntong Zhang, Wei Wang et al. IEEE International Conference on Healthcare Informatics (ICHI), 2025. Cites: paper

Temporal attention to estimate continuous blood pressure using photoplethysmography signals
Sumbal Maqsood, Shuxiang Xu, Matthew Springer et al. Cluster Computing, 2025. Cites: paper

A Hybrid Approach for Irregular-Time Series Prediction Using Electronic Health Records: An Intensive Care Unit Mortality Case Study
Shaojie Zhong, Li Rong Wang, Zhuoxuan Zhan et al. ACM Transactions on Computing for Healthcare, 2025. Cites: paper

Experimental evaluation of bidirectional encoder representations from transformers models for de-identification of clinical document images
Ravichandra Sriram, Siva Sathya Sundaram, S. LourduMarie Sophie. IAES International Journal of Robotics and Automation (IJRA), 2025. Cites: paper

Speckle contrast optical spectroscopy for cuffless blood pressure estimation based on microvascular blood flow and volume oscillations
Ariane Garrett, Byungchan Kim, Nil Z. Gurel et al. Biomedical Optics Express, 2025. Cites: paper

Real-Time Blood Pressure Fluctuation Monitoring Based on Pulse Transit Time for Tilt Bed
Weiquan Chen, Yantong Chen, Jia Xu et al. International Conference on Bioinformatics and Biomedical Technology (ICBBT), 2025. Cites: paper

Leveraging NLP for Disease Diagnosis and Symptom Analysis
Tony Thomas. International Journal for Research in Applied Science and Engineering Technology, 2025. Cites: paper

A computationally efficient algorithm for estimating respiratory rate from seismocardiogram
Tien-Hsiung Ku, Yue‐Der Lin. Biomedical Signal Processing and Control, 2025. Cites: paper

MSCG-Net: A multi-scale cross-guidance neural network with generalizability for physiological signal analysis
Yongjian Li, Meng Chen, Xinge Jiang et al. Biomedical Signal Processing and Control, 2025. Cites: paper

Prediction of new-onset atrial fibrillation in sepsis patients by machine learning: A systematic review
Shuxuan Ye, Wan Xu, Zhiyu Jiang et al. Digital Health, 2025. Cites: paper

Exploring the limitations of blood pressure estimation using the photoplethysmography signal
Felipe Meneguitti Dias, Diego Armando Cardona Cárdenas, Marcelo Arruda Fiuza de Toledo et al. Physiological Measurement, 2025. Cites: paper

A Non-invasive Blood Glucose Detection Method: Using Fluctuation Analysis to Evaluate Heart Rate Variability
Yuchen Zhang, Shuyuan Tan, Hongjie Guan et al. Research Square, 2025. Cites: paper

Enhanced Fox Optimizer for Internet of Things Powered Personalized Healthcare Systems
Yanling Wang, Chao Wang. International Journal of Communication Systems, 2025. Cites: paper

Explainable machine learning to identify risk factors for unplanned hospital readmissions in Nova Scotian hospitals
Mariano Maisonnave, Enayat Rajabi, Majid Taghavi et al. Computers in Biology and Medicine, 2025. Cites: paper

Исследование параметров фотоплетизмографических сигналов, в наибольшей степени связанных с артериальным давлением
Павел Петренко. 2025. Cites: paper

Iterative Reservoir Computing Networks for Reconstructing Irregular Time Series
Yuan-Hung Kuan, Vignesh Narayanan, Jr-Shin Li. IEEE Transactions on Neural Networks and Learning Systems, 2025. Cites: paper

ECG-Based Biometric Recognition: A Survey of Methods and Databases
David Meltzer, David Luengo. Sensors, 2025. Cites: paper

Machine learning analysis of integrated ABP and PPG signals towards early detection of coronary artery disease
Amandeep Minhas, Subhash Chandra Pal, Karan Jain. Scientific Reports, 2025. Cites: paper

Evaluating the influence MRSA Co-infection on 28-day mortality among sepsis patients: insights from the MIMIC-IV database
Yi‐Chang Zhao, Jia-Kai Li, Yukun Zhang et al. Frontiers in Pharmacology, 2025. Cites: paper

PPGAIHI: Efficient Authentication in Healthcare IoT via CNN- and Distance-Based Thresholding
Sunghan Lee, GyeongBong Kim, In Cheol Jeong. IEEE Internet of Things Journal, 2025. Cites: paper

Predicting hemodynamic parameters based on arterial blood pressure waveform using self-supervised learning and fine-tuning
Ke Liao, Armağan Elibol, Ziyan Gao et al. Applied Intelligence, 2025. Cites: paper

Continuous blood pressure monitoring based on improved multi-scale U-net assisted with piezoelectric polymer nanocomposite sensors
Peng Huang, Qiaoqiao Wei, Bozheng Wang et al. Biomedical Signal Processing and Control, 2025. Cites: paper

A novel method solves the game of complementarity and redundancy in multimodal signals for reconstructing blood pressure signals
Yongjian Li, Meng Chen, Xinge Jiang et al. Digital Signal Processing, 2025. Cites: paper

"Time-Varying In-Hospital Mortality Prediction with Apache Spark"
Rohit Singh Raja. IEEE International Conference on AI in Cybersecurity (ICAIC), 2025. Cites: paper

A Framework for Generating Counterfactual Explanations to Explain Black-Box Models
Joshan Parmar, Píetro Lió, Soumya Banerjee. Preprints.org, 2025. Cites: dataset

SZ4IoT: an adaptive lightweight lossy compression algorithm for diverse IoT devices and data types
Sara Kadhum Idrees, Joseph Azar, Raphaël Couturier et al. The Journal of Supercomputing, 2025. Cites: paper

Estimation of vital parameters from photoplethysmography using deep learning architecture
C. Helen Sulochana, S. L. Siva Dharshini, S. A. Praylin Selva Blessy. Signal Image and Video Processing, 2025. Cites: paper

Bayesian Priors Prediction in Ze
Jaba Tkemaladze. Longevity Horizon, 2025. Cites: paper

Comparative Study on the Generalization Ability of Machine Learning and Deep Learning Algorithms for Quality Assessment of Wearable PPG Recordings
Santiago Mula, Roberto Zangróniz, Óscar Ayo Martín et al. IEEE Access, 2025. Cites: paper

Continuous Cuff-Less Blood Pressure Estimation Using Lightweight Binary Tree Neural Network
Yongjian Li, Meng Chen, Chunyuan Wang et al. IEEE Transactions on Instrumentation and Measurement, 2025. Cites: paper

Development of an Improved Stacked U-Net Model for Cuffless Blood Pressure Estimation Based on PPG Signals
Jenn‐Kaie Lain, Chung-An Wang, Jun-Hao Xu et al. IEEE Open Journal of Engineering in Medicine and Biology, 2025. Cites: paper

On the Two-fold Role of Logic Constraints in Deep Learning
Gabriele Ciravegna. Firenze University Press eBooks, 2025. Cites: paper

Removal of Motion Artifacts From the PPG Signal Using Attentive Generative Adversarial Networks With Dual Discriminator
Phattarapong Sawangjai, Narongrid Seesawad, Theerawit Wilaiprasitporn. IEEE Transactions on Instrumentation and Measurement, 2025. Cites: paper

Resource-Efficient Compressive PPG Sensing Encoders With Best Sensing Matrix and Sparse Recovery Algorithm for IoT Wearable and Edge Devices
Jayarani Medakal Anirudhan, M. Sabarimalai Manikandan, Subrahmanyam Mula et al. IEEE Access, 2025. Cites: paper

Swin Transformer-based Cuffless Blood Pressure Estimation using Cardiovascular Signals
Vinit Kumar, Manu Mishra, Maulesh Gadani et al. IEEE India Conference, 2024. Cites: paper

Data-based anesthesia process modelling for online monitoring and prediction
Bob Aubouin–Pairault. theses.fr (ABES), 2024. Cites: paper

De-identification of Protected Health Information in Clinical Document Images using Deep Learning and Pattern Matching
Ravichandra Sriram, Siva Sathya Sundaram, S. LourduMarie Sophie. Journal of Electronics Electromedical Engineering and Medical Informatics, 2024. Cites: paper

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