Publications citing MIMIC-II Clinical Database v2.6.0

Improving Wearable PPG Monitoring with Morphology-Aware and Learning-Driven Heartbeat Detection
Pietro Chierico, Daniel Suárez, Lorenzo Fácila et al. Sensors, 2026. Cites: paper

Radar-based cuffless blood pressure monitoring: a comprehensive review
Hoang Thi Yen, Nguyen Duc Thanh, Văn Phúc Hoàng et al. Measurement, 2026. Cites: paper

Context-Augmented, Session-Calibrated Blood Pressure Tracking from Photoplethysmography
Farouk Ganiyu Adewumi, Timothy Oladunni. arXiv (Cornell University), 2026. Cites: dataset, paper

Hidden Data Challenges in Clinical Machine Learning
Carolin Cissee, Dennis Fast, Raneen Younis et al. arXiv (Cornell University), 2026. Cites: paper

M3: Conversational LLMs simplify secure clinical data access, understanding, and analysis
Rafi Al Attrach, Pedro Moreira, Rajna Fani et al. PLOS Digital Health, 2026. Cites: paper

Digitalisierung und Künstliche Intelligenz in der Intensiv- und Notfallmedizin
Leo Benning, Markus Haar, Anna Haftenberger et al. Medizinische Klinik - Intensivmedizin und Notfallmedizin, 2026. Cites: paper

ICU Open-Access Databases for Artificial Intelligence in Sepsis: Balancing Innovation With Data Quality Challenges
Joanne Jegou, Ioana Manolescu, Stéphane Ruckly et al. Critical Care Medicine, 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

A dataset of paired auscultatory and oscillometric blood pressure measurements from routine clinical practice
Terezie Kauzlaricova, Valentyna Provaznik, Vendula Mahrova et al. Scientific Data, 2026. Cites: dataset

Single-label and multi-label classification for disease recognition with special consideration of comorbidities
Sophie Schmiegel, Hannah Marchi, M. H. Röchter et al. BMC Medical Research Methodology, 2026. Cites: paper

ExpertoRhythm: Morphology-Aware Learning for Waveform Reconstruction and Cuffless Blood Pressure Estimation from Single-Channel PPG
Amir Arjomand, Kenneth Blair Kent, Georgiy Krylov. Lecture notes in computer science, 2026. Cites: paper

Machine Learning Prediction of Pediatric In-Hospital Survival Before Extracorporeal Membrane Oxygenation Cannulation
Ayaka Tsutsumi, Chiara Camerota, Wazma Ali et al. ASAIO Journal, 2026. Cites: paper

A Dataset of Synchronized Raw and Preprocessed Finger-Contact ECG and Dual-Wavelength PPG Signals from Healthy Subjects at Rest and During Seated Post-Exercise Recovery
Shiyong Li, Chenlu Gu, Jiating Pan et al. Data, 2026. Cites: paper

An FPGA accelerator for lightweight dual-path spatial attention network targeting real-time cuffless blood pressure estimation
Gaoming Du, Tiancong Yang, Xiaolei Wang et al. Microelectronics Journal, 2026. Cites: paper

Blood Pressure Estimation Based on the Fusion of Features Extracted from Photoplethysmography and Electrocardiography Signals
N. Ghanbari, M. R. Pourmir. International Journal of Engineering, 2026. Cites: paper

Differentiable feature selection method for neural additive models
Rinat I. Dumaev, Sergei A. Molodyakov. Computational Mathematics and Modeling, 2026. Cites: paper

A Comparative Study of Signal Representations Methods and Deep Learning Architectures for PPG-Based Cuffless Blood Pressure Estimation
Haitao Zhang, Xudong Hu, Xizhuang Zhang et al. Sensors, 2026. Cites: paper

CFMamba: Coarse-to-Fine Mamba with Cross-Attention Refinement for Cuffless Blood Pressure Waveform Estimation from PPG
Xianlong Shi, X J Liu, Xiaolin Ma et al. International Conference on Image, Signal Processing and Pattern Recognition (ISPP), 2026. Cites: paper

A Blockchain-Assisted Holographic Counterparts for Secure Consumer Electronics in Healthcare 4.0
Ashish Kumar, Kakali Chatterjee, Ashish Pratap Singh et al. IEEE Transactions on Consumer Electronics, 2026. Cites: paper

A review on multi-sensor data fusion for wearable health monitoring
Arlene John, Alex Pappachen James, Barry Cardiff et al. Information Fusion, 2026. Cites: paper

Resptrack: An efficient wearable system for real-time respiratory rate monitoring during daily activities
Subhojit Jash, Kishore Kumar Padi, Sajan Kapil et al. Pervasive and Mobile Computing, 2026. Cites: paper

On the purpose of artificial intelligence in critical care medicine
Cristian Drudi, Sarah Christina Matta, H. Lee et al. Journal of Translational Critical Care Medicine, 2026. Cites: paper

The Impact Analysis of Device Variations, Data Quality and Collection Intervals on the Performance of Blood Pressure Prediction Model
Mei Zou, Xun Li, Shu Cong et al. Chinese Journal of Electronics, 2026. Cites: paper

A multi-domain feature-based ensemble learning approach for cuffless blood pressure estimation
Vinit Kumar, Priya Ranjan Muduli. Artificial Intelligence in Emergency Medicine, 2026. Cites: paper

Interpretability-by-Design with Accurate Locally Additive Models and Conditional Feature Effects
Vasilis Gkolemis, Loukas Kavouras, Dimitrios Kyriakopoulos et al. arXiv (Cornell University), 2026. Cites: paper

ECG and PPG Signals-Based Premature Ventricular Contraction Detection Methods: A Review, Key Challenges, and Future Directions
Shailesh Mohine, Nabasmita Phukan, M. Sabarimalai Manikandan et al. Cardiovascular Engineering and Technology, 2026. Cites: paper

A Feasibility Study of Treatment-Anchored Silver Labeling for Phenotyping Using VitalDB and Interpretable Machine Learning
Woo Jin Jung, Ah Reum Kang. IEEE Access, 2026. Cites: paper

AI‐Based Non‐Invasive Continuous Blood Pressure Monitoring and Estimation System
Barrett London Burgess, Aruzhan Suleimenova, Jaemin Choi et al. Advanced Sensor Research, 2026. Cites: paper

Analýza a vizualizace databází se zaměřením na krevní tlak
Ondřej Lakota. DSpace VŠB-TUO (VŠB-TUO), 2026. Cites: dataset

Artificial Intelligence for Reducing Alarm Fatigue in Hospitals: A Systematic Review
Milla Kosonen. Communications in computer and information science, 2026. Cites: paper

Beyond Static Agents: A Six-Dimensional Taxonomy and Survey of Self-Evolving LLM Agents for Healthcare
Shubham Vatsal, Harsh Dubey, Ahsaas Bajaj. IEEE Access, 2026. Cites: paper

Cost-Constrained Multi-label Group Feature Selection Using Shadow Features
Tomasz Klonecki, Paweł Teisseyre, Jaesung Lee. Lecture notes in networks and systems, 2026. Cites: paper

Non-Invasive Blood Pressure Estimation Using PPG and a CNN-BiLSTM-Attention Deep Learning Architecture
Hanieh Mohammadi, Bahram Tarvirdizadeh, Khalil Alipour et al. IEEE Access, 2026. Cites: paper

PiSO: Pipelined Selection Optimization Framework for Preprocessed Data and DL Models on ABP Estimation Using MIMIC-IV
Aruzhan Suleimenova, Barrett London Burgess, Jaemin Choi et al. IEEE Access, 2026. Cites: paper

Unifying Diverse Data Horizons with Functional Synergy Using Polyglot Persistence
Himanshu Ranjan, Ankit Kumar Yadav, Shelly Sachdeva. Lecture notes in computer science, 2026. Cites: paper

Electronic Health Records: Toward Digital Twins in Healthcare
Muhammet Alkan, Hester Huijsdens, Yola Jones et al. Springer eBooks, 2025. Cites: paper

Deep Spectra P2E: AI-Driven Spectral ECG Reconstruction from PPG for Continuous Cardiovascular Monitoring
Shyamala Mathi, Sashikala Mishra, Manoj Kumar et al. Engineering Technology & Applied Science Research, 2025. Cites: paper

Unraveling blood pressure estimation with a deep learning approach using multiple embeddings
Vishal Singh Roha, Mehmet Rasit Yuce. Computers in Biology and Medicine, 2025. Cites: paper

The hidden risk of round numbers and sharp thresholds in clinical practice
Benjamin J. Lengerich, Rich Caruana, Mark Nunnally et al. npj Digital Medicine, 2025. Cites: paper

A multimodal physiological dataset for non-invasive blood glucose estimation
Waris Quamer, Mu-Ruei Tseng, Kathan Vyas et al. Scientific Data, 2025. Cites: paper

A multiwavelength photoplethysmography dataset with blood pressure and heart rate reference measurements
Elisabetta Leogrande, Chiara Botrugno, Giulio Trono et al. Data in Brief, 2025. Cites: paper

Hybrid Modeling of Photoplethysmography for Non-invasive Monitoring of Cardiovascular Parameters
Emanuele Palumbo, Saengkyongam, Sorawit, Maria R. Cervera et al. arXiv (Cornell University), 2025. Cites: paper

Integrating transfer learning with scalogram analysis for blood pressure estimation from PPG signals
Shyamala Subramanian, Sashikala Mishra, Shruti Patil et al. Scientific Reports, 2025. Cites: paper

Multi-layer encrypted learning for distributed healthcare analytics
Timothy Kuo, Hui Yong Yang. Scientific Reports, 2025. Cites: paper

Large Language Model-Based Virtual Patient Simulations in Medical and Nursing Education: A Review
Young-Woo Jo, Myungeun Lee, Hyung-Jeong Yang. Applied Sciences, 2025. Cites: paper

Development of new artificial intelligence techniques for the hospital environment using high-performance computing systems
José Antonio González Nóvoa. Investigo repository of University of Vigo (University of Vigo), 2025. Cites: paper

Predictive Modeling of Anesthesia Types and Their Associations with Clinical Outcomes Using the MIMIC-IV Database
Goli Asgari, Ata Amini, Pooya Vahedi et al. Journal of Cellular & Molecular Anesthesia, 2025. Cites: paper

Multiple Diseases Prediction Using Machine Learning
Shweta Kaushik, Ranjul Singh Chandel, Isha Gupta et al. Lecture notes in networks and systems, 2025. Cites: paper

A Comprehensive Benchmark for Electrocardiogram Time-Series
Z. Tang, Jiaxin Qi, Yuhua Zheng et al. ACM International Conference on Multimedia (ACM MM), 2025. Cites: paper

Healthcare 5.0-Driven Clinical Intelligence: The Learn-Predict-Monitor-Detect-Correct Framework for Systematic Artificial Intelligence Integration in Critical Care
Hanene Boussi Rahmouni, Nesrine Ben El Hadj Hassine, Mariem Chouchen et al. Healthcare, 2025. Cites: paper

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