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

E-Tenon: An efficient privacy-preserving secure open data sharing scheme for EHR system
Prosanta Gope, Zhihui Lin, Yang Yang et al. Journal of Computer Security, 2024. Cites: paper

Association between serum lactate, lactate clearance rate, and 30-day mortality among patients undergoing mechanical ventilation: A retrospective cohort study of MIMIC-III database
Bo Sheng, Shan Li, He Wang et al. Medicine, 2024. Cites: paper

Development and validation of a deep interpretable network for continuous acute kidney injury prediction in critically ill patients
Meicheng Yang, Songqiao Liu, Tong Hao et al. Artificial Intelligence in Medicine, 2024. Cites: paper

Vertical Federated Learning: Concepts, Advances, and Challenges
Yang Liu, Yan Kang, Tianyuan Zou et al. IEEE Transactions on Knowledge and Data Engineering, 2024. Cites: paper

Applying and Improving a Publicly Available Medication NER Pipeline in a Clinical Cancer EMR
Meg Stevens, Georgina Kennedy, Tim Churches. Studies in health technology and informatics, 2024. Cites: paper

Data Augmentation with Nearest Neighbor Classifier for Few-Shot Named Entity Recognition
Yao Ge, Mohammed Ali Al-Garadi, Abeed Sarker. Studies in health technology and informatics, 2024. Cites: paper

Extracting Dynamic Information of Temporal Clinical Data to Predict the Outcome in Critically Ill Patients
Jing Xia, Yi Ren, Zhenchuan Zhang et al. Studies in health technology and informatics, 2024. Cites: paper

Uncovering Variations in Clinical Notes for NLP Modeling
Jinghui Liu, Daniel Capurro N, Anthony N Nguyen et al. Studies in health technology and informatics, 2024. Cites: paper

Clinical natural language processing for secondary uses
Yanjun Gao, Diwakar Mahajan, Özlem Uzuner et al. Journal of Biomedical Informatics, 2024. Cites: paper

Clinical Information Retrieval: A Literature Review
Sonish Sivarajkumar, Haneef Ahamed Mohammad, David Oniani et al. Journal of Healthcare Informatics Research, 2024. Cites: paper

Modest performance of text mining to extract health outcomes may be almost sufficient for high-quality prognostic model development
Zwierd Grotenhuis, Pablo J. Mosteiro, Artuur M. Leeuwenberg. Computers in Biology and Medicine, 2024. Cites: paper

CARDIA: Comprehensive Assessment Resource for Diagnosing, Interpreting, and Addressing Heart Diseases
Mahfuzul Haque, Debashis Gupta, Aditi Golder et al. 2024. Cites: paper

DRG-LLaMA : tuning LLaMA model to predict diagnosis-related group for hospitalized patients
Hanyin Wang, Chufan Gao, Christopher Dantona et al. npj Digital Medicine, 2024. Cites: paper

Reinforcement Learning in Latent Heterogeneous Environments
Elynn Chen, Rui Song, Michael I. Jordan. Journal of the American Statistical Association, 2024. Cites: paper

Subtle variation in sepsis-III definitions markedly influences predictive performance within and across methods
Samuel N. Cohen, James Foster, Peter Foster et al. Scientific Reports, 2024. Cites: paper

AI in medical diagnosis: AI prediction & human judgment
Dóra Göndöcs, Viktor Dörfler. Artificial Intelligence in Medicine, 2024. Cites: paper

ChatGPT in healthcare: A taxonomy and systematic review
Jianning Li, Amin Dada, Behrus Puladi et al. Computer Methods and Programs in Biomedicine, 2024. Cites: paper

Attention Mechanisms in Clinical Text Classification: A Comparative Evaluation
Christoph S. Metzner, Shang Bing Gao, Drahomíra Herrmannová et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

AI-Assisted Summarization of Radiologic Reports: Evaluating GPT3davinci, BARTcnn, LongT5booksum, LEDbooksum, LEDlegal, and LEDclinical
Aichi Chien, Hubert Tang, Bhavita Jagessar et al. American Journal of Neuroradiology, 2024. Cites: paper

NeighBERT: Medical Entity Linking Using Relation-Induced Dense Retrieval
Ayush Singh, Saranya Krishnamoorthy, John E. Ortega. Journal of Healthcare Informatics Research, 2024. Cites: paper

Wearable wrist to finger photoplethysmogram translation through restoration using super operational neural networks based 1D-CycleGAN for enhancing cardiovascular monitoring
Sakib Mahmud, Muhammad E. H. Chowdhury, Serkan Kiranyaz B et al. Expert Systems with Applications, 2024. Cites: paper

Personalizing renal replacement therapy initiation in the intensive care unit: a reinforcement learning-based strategy with external validation on the AKIKI randomized controlled trials
François Grolleau, François Petit, Stèphane Gaudry et al. Journal of the American Medical Informatics Association, 2024. Cites: paper

Representation learning of multimodal and longitudinal data for renal transplantation monitoring
Léo Milecki. 2024. Cites: paper

Tools for Healthcare Data Lake Infrastructure Benchmarking
Tommaso Dolci, Lorenzo Amata, Carlo Manco et al. Information Systems Frontiers, 2024. Cites: dataset, paper

A critical moment in machine learning in medicine: on reproducible and interpretable learning
Olga Ciobanu-Caraus, Anatol Aicher, Julius M. Kernbach et al. Acta Neurochirurgica, 2024. Cites: paper

Clinical implications of pleural effusion following left ventricular assist device implantation
Jung-Min Ahn, Ah‐Ram Kim, Junho Hyun et al. Acute and Critical Care, 2024. Cites: paper

Heart failure classification using deep learning to extract spatiotemporal features from ECG
Changjiang Zhang, Yuan-Lu, Fuqin Tang et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

Cross-institution natural language processing for reliable clinical association studies: a methodological exploration
Madhumita Sushil, Atul Janardhan Butte, Ewoud Schuit et al. Journal of Clinical Epidemiology, 2024. Cites: paper

Distributed Analytics For Big Data: A Survey
Francesco Berloco, Vitoantonio Bevilacqua, Simona Colucci. Neurocomputing, 2024. Cites: paper

Identification of clinically relevant patient endotypes in traumatic brain injury using latent class analysis
Hongbo Qiu, Zsolt E. Zador, Melissa Lannon et al. Scientific Reports, 2024. Cites: paper

Improving Risk Prediction of Methicillin-Resistant Staphylococcus aureus Using Machine Learning Methods With Network Features: Retrospective Development Study
Methun Kamruzzaman, Jack Heavey, Alexander Song et al. JMIR AI, 2024. Cites: paper

The association between high-oxygen saturation and prognosis for intracerebral hemorrhage
Yutong Zhao, Ye Yuan, Yu-guang Tang et al. Neurosurgical Review, 2024. Cites: paper

Comparative Evaluation of Language Models in Summarizing Chinese Healthcare Exam Findings
Min Xu, Lucheng Zheng. Research Square, 2024. Cites: paper

Factors Associated with Unplanned Hospital Readmission after Discharge: A Descriptive and Predictive Study Using Electronic Health Record Data
Safaâ Dafrallah, Moulay A. Akhloufi. BioMedInformatics, 2024. Cites: paper

Lightweight transformers for clinical natural language processing
Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey et al. Natural Language Engineering, 2024. Cites: paper

Predictive value of white blood cell to hemoglobin ratio for 30-day mortality in patients with severe intracerebral hemorrhage
Lei Liu, Xuetao Dong, Yaodong Liu et al. Frontiers in Neurology, 2024. Cites: paper

Semiparametric estimation for the functional additive hazards model
Meiling Hao, Kin-Yat Liu, Wen Su et al. Canadian Journal of Statistics, 2024. Cites: paper

Impact of Translation on Biomedical Information Extraction: Experiment on Real-Life Clinical Notes
Christel Gérardin, Yuhan Xiong, Perceval Wajsbürt et al. JMIR Medical Informatics, 2024. Cites: paper

Large language models to identify social determinants of health in electronic health records
Marco Guevara, Shan Chen, Spencer Thomas et al. npj Digital Medicine, 2024. Cites: paper

Leveraging semantic context to establish access controls for secure cloud-based electronic health records
Redwan Walid, Karuna Pande Joshi, Seung Geol Choi. International Journal of Information Management Data Insights, 2024. Cites: paper

Text2EL + : Expert Guided Event Log Enrichment Using Unstructured Text
Dakshi Kapugama Geeganage, Moe Thandar Wynn, Arthur H. M. ter Hofstede. Journal of Data and Information Quality, 2024. Cites: paper

Continual Learning with Deep Neural Networks in Physiological Signal Data: A Survey
Ao Li, Huayu Li, Geng Yuan. Healthcare, 2024. Cites: paper

Exploring artificial intelligence approach to art therapy assessment: A case study on the classification and the estimation of psychological state based on a drawing
Seong-in Kim, Kee-Eung Kim, Seunghwan Song. New Ideas in Psychology, 2024. Cites: paper

Machine Learning in Neurosurgery: Toward Complex Inputs, Actionable Predictions, and Generalizable Translations
Ethan Schonfeld, Nicole Mordekai, Alexander Berg et al. Cureus, 2024. Cites: paper

Postoperative Dipping Patterns of Mean Arterial Pressure and Mortality After Coronary Artery Bypass Grafting
Bohao Jian, Haoliang Liu, Yi Zhang et al. Journal of Cardiovascular Translational Research, 2024. Cites: paper

Bayesian mixed-effect higher-order hidden Markov models with applications to predictive healthcare using electronic health records
Ying Liao, Yisha Xiang, Zhigen Zhao et al. IISE Transactions, 2024. Cites: paper

Blood Pressure Estimation Based on PPG and ECG Signals Using Knowledge Distillation
Hui Tang, Gang Ma, Lishen Qiu et al. Cardiovascular Engineering and Technology, 2024. Cites: paper

Measuring Implicit Bias in ICU Notes Using Word-Embedding Neural Network Models
Julien M. Cobert, Hunter Mills, Albert Lee et al. CHEST Journal, 2024. Cites: paper

Medical records condensation: a roadmap towards healthcare data democratisation
Anshul Thakur, Yujiang Wang, Mingzhi Dong et al. Research Square, 2024. Cites: paper

Directional statistics-inspired end-to-end atrial fibrillation detection model based on ECG rhythm
Chengsi Luo, Kaixuan Zhang, Yeting Hu et al. Expert Systems with Applications, 2024. Cites: dataset, paper

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