Publications citing MIMIC-III Waveform Database v1.0

Neutrophil Gelatinase-Associated Lipocalin (NGAL) as a Predictor for Sepsis Mortality in Children Admitted to Pediatric Intensive Care Unit (PICU): A Comparison With Prothrombin Time/International Normalized Ratio (PT/INR) and Urea/Creatinine Ratio
Marwa Ibrahem Abdelrazic, Gehan Lotfy Abdel Hakeem, Mina Sobhy Hanna et al. Cureus, 2024. Cites: paper

A Survey of Transformer Enabled Time Series Synthesis
Alexander Sommers, Logan Cummins, Sudip Mittal et al. IEEE International Conference on Collaboration and Internet Computing (CIC), 2024. Cites: paper

Ultra-Short Term Heart Rate Variability Estimation Using PPG and End-to-End Deep Learning
Weinan Wang, Laleh Najafizadeh. Asilomar Conference on Signals, Systems and Computers (ACSSC), 2024. Cites: paper

Automated Extraction of Stroke Severity From Unstructured Electronic Health Records Using Natural Language Processing
Marta P. Fernandes, Michael Brandon Westover, Aneesh B. Singhal et al. Journal of the American Heart Association, 2024. Cites: paper

Building Bio-Ontology Graphs from Data Using Logic and NLP
Theresa Gasser, Erick J. Chastain. Information, 2024. Cites: paper

Machine learning based prediction models for cardiovascular disease risk using electronic health records data: systematic review and meta-analysis
Tianyi Liu, Andrew J. Krentz, Lei Lü et al. European Heart Journal - Digital Health, 2024. Cites: paper

RETRACTED ARTICLE: Knowledge graph driven medicine recommendation system using graph neural networks on longitudinal medical records
Rajat Mishra, S. Shridevi. Scientific Reports, 2024. Cites: paper

WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering
Pingyi Chen, Chenglu Zhu, Sunyi Zheng et al. Lecture notes in computer science, 2024. Cites: paper

Association between serum anion gap and 28-day mortality in critically ill patients with infective endocarditis: a retrospective cohort study from MIMIC IV database
Yingxiu Huang, Ting Ao, Zhen Peng et al. BMC Cardiovascular Disorders, 2024. Cites: paper

A Survey on Transformer-Based Extractive Summarization Methods
Mahsa Afsharizadeh, Seyed Jalaleddin Mousavirad. Iranian Conference on Intelligent Systems (ICIS), 2024. Cites: paper

Automated Identification of Heart Failure With Reduced Ejection Fraction Using Deep Learning-Based Natural Language Processing
Arash Aghajani Nargesi, Philip Adejumo, Lovedeep Singh Dhingra et al. JACC Heart Failure, 2024. Cites: paper

Camera-Based Bi-Modal PPG-SCG: Sleep Privacy-Protected Contactless Vital Signs Monitoring
Yingen Zhu, Yao Ge, Qiang Wei et al. IEEE Internet of Things Journal, 2024. Cites: paper

Efficiency at scale: Investigating the performance of diminutive language models in clinical tasks
Niall Taylor, Upamanyu Ghose, Omid Rohanian et al. Artificial Intelligence in Medicine, 2024. Cites: paper

Harnessing Moderate-Sized Language Models for Reliable Patient Data Deidentification in Emergency Department Records: Algorithm Development, Validation, and Implementation Study
Océane Dorémus, Dylan Russon, Benjamin Contrand et al. JMIR AI, 2024. Cites: paper

DIRI: Adversarial Patient Reidentification with Large Language Models for Evaluating Clinical Text Anonymization
Morris, John X., Thomas R. Campion, Sri Laasya Nutheti et al. Europe PMC (PubMed Central), 2024. Cites: paper

Cardiovascular Disease Detection: A Hybrid Machine Learning-AI Framework for Personalized Diagnosis and Risk Assessment (Preprint)
Medhat A. Tawfeek, Ibrahim Alrashdi, Madallah Alruwaili. 2024. Cites: paper

Enhancing Oncology Care With Federated Learning and Foundation Models
N Gagan, Sasidharan Sanand. ITU Kaleidoscope Academic Conference (ITU K), 2024. Cites: paper

Association between blood glucose level trajectories and 30-day mortality risk in patients with acute ischemic stroke: analysis of the MIMIC database 2001–2019
Li Li, Xiaolian Xing, Qian Li et al. Diabetology & Metabolic Syndrome, 2024. Cites: paper

Deep Convolutional Neural Network for Autonomic Function Estimation in Intensive Care Patients
Javier Zelechower, Eduardo San Román, Ivan Alfredo Huespe et al. Communications in computer and information science, 2024. Cites: paper

rU-Net, Multi-Scale Feature Fusion and Transfer Learning: Unlocking the Potential of Cuffless Blood Pressure Monitoring With PPG and ECG
Jiaming Chen, Xueling Zhou, Lei Feng et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

BioKGrapher: Initial evaluation of automated knowledge graph construction from biomedical literature
Henning Schäfer, Ahmad Idrissi-Yaghir, Kamyar Arzideh et al. Computational and Structural Biotechnology Journal, 2024. Cites: paper

CATransformer: A Cycle-Aware Transformer for High-Fidelity ECG Generation From PPG
Xiaoyan Yuan, Wei William Wang, Xiaohe Li et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

Ensemble Learning Based Ventilator-Associated Pneumonia Prediction Within 24 Hours
Fahad Ahmed, Jubaer Hossain Siam, Md. Mahedi Hassan et al. International Conference on Computing Advancements (ICCA), 2024. Cites: paper

Prognostic value of albumin-based indices for mortality after heart failure: a systematic review and meta-analysis
Jiang Ji, Ping Miao, Gang Xin. BMC Cardiovascular Disorders, 2024. Cites: paper

A Knowledge-Guided Event-Relation Graph Learning Network for Patient Similarity With Chinese Electronic Medical Records
Zhichao Zhu, Jianqiang Li, Chun Xu et al. IEEE Transactions on Big Data, 2024. Cites: paper

Generalizable and automated classification of TNM stage from pathology reports with external validation
Jenna Kefeli, Jacob Berkowitz, Jose Miguel Acitores Cortina et al. Nature Communications, 2024. Cites: paper

Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare
Anshul Thakur, Soheila Molaei, Pafue Christy Nganjimi et al. npj Digital Medicine, 2024. Cites: paper

Multi-Way adaptive Time Aware LSTM for irregularly collected sequential ICU data
Mamadou Ben Hamidou Cissoko, Vincent Castelain, Nicolas Lachiche. Expert Systems with Applications, 2024. Cites: paper

Blood Pressure Estimation Using Self-Attention Mechanism Built-In ResUNet on PulseDB: Demographic Fairness and Generalization
Zainab Jamil, Leong Ting Lui, Rosa H. M. Chan. IEEE Sensors Journal, 2024. Cites: paper

Smartwatch Photoplethysmogram-Based Atrial Fibrillation Detection with Premature Atrial and Ventricular Contraction Differentiation Using Densely Connected Convolutional Neural Networks
Darren Chen, Dong Han, Luís Roberto Mercado Díaz et al. Wearable and Implantable Body Sensor Networks, 2024. Cites: paper

Comprehensive Review of Deep Learning Algorithms for Embedded Healthcare Applications
Hari Krishnan Andi. Journal of Artificial Intelligence and Capsule Networks, 2024. Cites: paper

Noncontact Blood Pressure Estimation From the Carotid Pulse Wave Signal Using a Modified ResNet-18 Network With LFMCW Radar
Heng Zhao, Zicheng Wang, Chuanwei Ding et al. IEEE Sensors Journal, 2024. Cites: paper

Race and Ethnicity and Clinician Linguistic Expressions of Doubt in Hospital Admission Notes
Courtney R. Lee, Jaya Aysola, Xinwei Chen et al. JAMA Network Open, 2024. Cites: paper

Predicting 30-Day Hospital Readmission in Medicare Patients Insights from an LSTM Deep Learning Model
Xintao Li, Sibei Liu, Dezhi Yu et al. International Conference on Cloud Computing, Big Data Application and Software Engineering (CBASE), 2024. Cites: paper

Accurate and 30-plus days reliable cuffless blood pressure measurements with 9-minutes personal photoplethysmograph data and mixed deduction learning
Bitewulign Kassa Mekonnen, Wei‐Ru Lu, Tung‐Han Hsieh et al. Scientific Reports, 2024. Cites: dataset, paper

Derivation and validation of heart rate variability based Machine learning prognostic models for patients with suspected sepsis
Hsiang-Ting Keng, Chin‐Chieh Wu, Yi-Kai Peng et al. Biomedical Signal Processing and Control, 2024. Cites: paper

Large-scale identification of social and behavioral determinants of health from clinical notes: comparison of Latent Semantic Indexing and Generative Pretrained Transformer (GPT) models
Sujoy Roy, Shane Morrell, Lili Zhao et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

Development and validation of the PHM-CPA model to predict in-hospital mortality for cirrhotic patients with acute kidney injury
Luyan Zheng, Jing Yang, Lingzhu Zhao et al. Digestive and Liver Disease, 2024. Cites: paper

M3T-LM: A multi-modal multi-task learning model for jointly predicting patient length of stay and mortality
Junde Chen, Qing Li, Feng Liu et al. Computers in Biology and Medicine, 2024. Cites: paper

Smart pain relief: Harnessing conservative Q learning for personalized and dynamic pain management
Yong Huang, Rui Cao, Thomas D. Hughes et al. Smart Health, 2024. Cites: paper

Clustering Based on Laboratory Data in Patients With Heart Failure Admitted to the Intensive Care Unit
Sepehr Nemati, Babak Mohammadi, Zahra Hooshanginezhad. Journal of Clinical Laboratory Analysis, 2024. Cites: paper

Predictive mining of multi-temporal relations
Beatrice Amico, Carlo Combi, Roméo Rizzi et al. Information and Computation, 2024. Cites: paper

Advanced Lung Cancer Inflammation Index is Associated with Mortality in Critically Ill Patients with Heart Failure
Xiaoqian Sun, Xinyu Zhang, Rui Tang et al. ESC Heart Failure, 2024. Cites: paper

Development and validation of a sepsis risk index supporting early identification of ICU-acquired sepsis: an observational study
Scott M. Pappada, Mohammad Hamza Owais, John J. Feeney et al. Anaesthesia Critical Care & Pain Medicine, 2024. Cites: paper

Leveraging Temporal Trends for Training Contextual Word Embeddings to Address Bias in Biomedical Applications: Development Study
Shunit Agmon, Uriel Singer, Kira Radinsky. JMIR AI, 2024. Cites: paper

The future of multimodal artificial intelligence models for integrating imaging and clinical metadata: a narrative review
Benjamin Simon, Kutsev Bengisu Ozyoruk, David G. Gelikman et al. Diagnostic and Interventional Radiology, 2024. Cites: paper

Demographic reporting in biosignal datasets: a comprehensive analysis of the PhysioNet open access database
Sarah Jiang, Perisa Ashar, Md Mobashir Hasan Shandhi et al. The Lancet Digital Health, 2024. Cites: paper

Disambiguating Clinical Abbreviations by One-to-All Classification: Algorithm Development and Validation Study
Sheng‐Feng Sung, Ya‐Han Hu, Chong-Yan Chen. JMIR Medical Informatics, 2024. Cites: paper

Estimation of Blood Calcium and Potassium Values from ECG Records
Sebahattin Babur, Sanam Moghaddamnia, Mehmet Recep Bozkurt. Measurement Science Review, 2024. Cites: paper

On Logical Analysis of Transition Structure of Agents
Levon H. Aslanyan, Hasmik Sahakyan. Programming and Computer Software, 2024. Cites: paper

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