Publications citing MIMIC-III Waveform Database v1.0

Explainable Artificial Intelligence for Early Prediction of Pressure Injury Risk
Jenny Alderden, Jace D. Johnny, Katie R. Brooks et al. American Journal of Critical Care, 2024. Cites: paper

Validation of Non–Small Cell Lung Cancer Clinical Insights Using a Generalized Oncology Natural Language Processing Model
Rachel Kenney, Xiaoren Chen, Kazuki Shintani et al. JCO Clinical Cancer Informatics, 2024. Cites: paper

Serum glucose mediated association of serum lactate with acute kidney injury among AIS patients
Chunli Yu, Weiguo Yao, Kun Liu et al. Clinical Biochemistry, 2024. Cites: paper

A Clinician’s Guide to Understanding Bias in Critical Clinical Prediction Models
João Carlos Ramos Gonçalves de Matos, Jack Gallifant, Anand Chowdhury et al. Critical Care Clinics, 2024. Cites: paper

Advances in critical care nephrology through artificial intelligence
Wisit Cheungpasitporn, Charat Thongprayoon, KIANOUSH B KASHANI. Current Opinion in Critical Care, 2024. Cites: paper

A new method to compute the blood flow equations using the physics-informed neural operator
Lingfeng Li, Xue‐Cheng Tai, Raymond Hon-Fu Chan. Journal of Computational Physics, 2024. Cites: paper

Subphenotypes of platelet count trajectories in sepsis from multi-center ICU data
Kai Wang, Dufu Lu, Fang Wang. Scientific Reports, 2024. Cites: paper

ADT²R: Adaptive Decision Transformer for Dynamic Treatment Regimes in Sepsis
Eunjin Jeon, Jae Hun Choi, Heung‐Il Suk. IEEE Transactions on Neural Networks and Learning Systems, 2024. Cites: paper

An Efficient Text Cleaning Pipeline for Clinical Text for Transformer Encoder Models
Shahriyar Zaman Ridoy, Jannat Sultana, Zinnat Fowzia Ria et al. IEEE International Conference on Intelligent Systems, 2024. Cites: paper

Multimodal fusion network for ICU patient outcome prediction
Chutong Wang, Xuebing Yang, Mengxuan Sun et al. Neural Networks, 2024. Cites: paper

Scalable Personalised Treatment Recommendation in Critical Care
Chandra Prasetyo Utomo, Kohei Ichikawa, Nashuha Insani et al. International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), 2024. Cites: paper

TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers
S. Baghdadi, Majd Saleh, Stéphane Paquelet. IEEE International Conference on Intelligent Systems, 2024. Cites: paper

Transformer-Based Natural Language Processing Models for Mining Unstructured Oncology Clinical Notes to Improve Drug Matching
Salvation Ifechukwude Atalor, Agama Omachi. International Journal of Scientific Research and Modern Technology., 2024. Cites: paper

Automated machine learning with interpretation: A systematic review of methodologies and applications in healthcare
Han Yuan, Kunyu Yu, Feng Xie et al. Medicine Advances, 2024. Cites: paper

Künstliche Intelligenz in der Medizin: Wo stehen wir heute, und was liegt vor uns?
Augusto García-Agúndez, Carsten Eickhoff. Zeitschrift für Herz- Thorax- und Gefäßchirurgie, 2024. Cites: paper

Time-series domain adaptation via sparse associative structure alignment: Learning invariance and variance
Zijian Li, Ruichu Cai, Jiawei Chen et al. Neural Networks, 2024. Cites: paper

XU-NetI: Simple U-shaped encoder-decoder network for accurate imputation of multivariate missing data
Firdaus Firdaus, Siti Nurmaini, Bambang Tutuko et al. Franklin Open, 2024. Cites: paper

Advancing Chinese biomedical text mining with community challenges
Hui Zong, Rongrong Wu, Jiaxue Cha et al. Journal of Biomedical Informatics, 2024. Cites: paper

IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-Training
Che Liu, Sibo Lucas Cheng, Miaojing Shi et al. IEEE Transactions on Medical Imaging, 2024. Cites: paper

Integrating Structured and Unstructured Data with BERTopic and Machine Learning: A Comprehensive Predictive Model for Mortality in ICU Heart Failure Patients
Shih‐Wei Wu, Chengcheng Li, Te-Nien Chien et al. Applied Sciences, 2024. Cites: paper

A scoping review of large language model based approaches for information extraction from radiology reports
Daniel Reichenpfader, Henning Müller, Kerstin Denecke. npj Digital Medicine, 2024. Cites: paper

Ensemble neural models for ICD code prediction using unstructured and structured healthcare data
Alimurtaza Mustafa Merchant, Naveen Shenoy, Sidharth Lanka et al. Heliyon, 2024. Cites: paper

SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing
Changchang Yin, Pin-Yu Chen, Bingsheng Yao et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024. Cites: paper

A novel vital sign pattern predicts sepsis-related myocardial injury mortality
Wanjun Liu, Jinjin Dai, Pengyue Zhang et al. iScience, 2024. Cites: paper

Contribution of Open Access Databases to Intensive Care Medicine Research: Scoping Review
Julien Kallout, Antoine Lamer, Julien Grosjean A et al. Journal of Medical Internet Research, 2024. Cites: paper

Using machine learning methods to predict all-cause somatic hospitalizations in adults: A systematic review
Mohsen Askar, Masoud Tafavvoghi, Lars Småbrekke et al. PLoS ONE, 2024. Cites: paper

AI-Enhanced Lung Cancer Prediction: A Hybrid Model's Precision Triumph
Cyrille YetuYetu Kesiku, Begonya García-Zapirain. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

Information Platform for Antibiotics
Marcus Sannes Thormodsen, Ankica Babić. Studies in health technology and informatics, 2024. Cites: paper

Personalized Recommendations of Drugs to Patients
Jing Zhang, Chengyuan Du, Jiawen Jiang et al. International Conference on Mathematics and Computers in Sciences and Industry (MCSI), 2024. Cites: paper

Public Availability of Data Management and Analysis Scripts of Studies Conducted on Open-Access Intensive Care Databases
Coline Andries, Paul Quindroit, Benjamin Popoff et al. Studies in health technology and informatics, 2024. Cites: paper

DumpyOS: A data-adaptive multi-ary index for scalable data series similarity search
Zeyu Wang, Qitong Wang, Peng Wang et al. The VLDB Journal, 2024. Cites: paper

Cuffless Blood Pressure Estimation Model Based on Prior Information of Physiological Data and LSTM
Peng Fei Guo, Yi Lu, Junjie Li et al. IEEE Sensors Journal, 2024. Cites: paper

End-tidal carbon dioxide and arterial to end-tidal carbon dioxide gradient are associated with mortality in patients with neurological injuries
Arthur Le Gall, Gabriel Eustache, Alice Coquet et al. Scientific Reports, 2024. Cites: paper

Rethinking masked image modelling for medical image representation
Yutong Xie, Lin Gu, Tatsuya Harada et al. Medical Image Analysis, 2024. Cites: paper

Synthetic photoplethysmogram (PPG) signal generation using a genetic programming-based generative model
Fatemeh Ghasemi, Majid Sepahvand, Maytham N. Meqdad et al. Journal of Medical Engineering & Technology, 2024. Cites: paper

A pilot feasibility study comparing large language models in extracting key information from ICU patient text records from an Irish population
Emma Urquhart, John Ryan, Sean D Hartigan et al. Intensive Care Medicine Experimental, 2024. Cites: paper

IoT Peritoneal Dialysis: an approach exploring remote patient monitoring
Rogério da Costa Albandes, Alexandre Renato Rodrigues de Souza, Rodrigo Blanke Lambrecht et al. Journal of the Brazilian Computer Society, 2024. Cites: paper

An Approach to Develop Cerebra-Vascular-Haemato-Cardiac Detector using Machine Learning Techniques
Shambhu Nath Saha. Communications on Applied Nonlinear Analysis, 2024. Cites: paper

Interpretable machine learning model for early prediction of acute kidney injury in patients with rhabdomyolysis
Ximu Zhang, Xiuting Liang, Zhangning Fu et al. Emergency and Critical Care Medicine, 2024. Cites: paper

Prognostic value of neutrophil-to-monocyte/lymphocyte ratio for 28-day mortality in ICU sepsis patients: a retrospective cohort study
Yan Xia, Heping Xu, Jinyuan Xie et al. Frontiers in Medicine, 2024. Cites: paper

Enhancing targeted tumor treatment: A novel fuzzy logic framework for precision drug delivery strategy selection
Ruizi Zhang, Yue Sun, Yifan Chen. Computers in Biology and Medicine, 2024. Cites: paper

Generative artificial intelligence: a systematic review and applications
Sandeep Singh Sengar, Affan Bin Hasan, Sanjay Kumar et al. Multimedia Tools and Applications, 2024. Cites: paper

Hybrid Federated Learning for Multimodal IoT Systems
Yuanzhe Peng, Yusen Wu, Jieming Bian et al. IEEE Internet of Things Journal, 2024. Cites: paper

Predicting postoperative delirium assessed by the Nursing Screening Delirium Scale in the recovery room for non-cardiac surgeries without craniotomy: A retrospective study using a machine learning approach
Niklas Giesa, Stefan Haufe, Mario Menk et al. PLOS Digital Health, 2024. Cites: paper

A review of deep learning models and online healthcare databases for electronic health records and their use for health prediction
Nurul Athirah Nasarudin, Fatma Al Jasmi, Richard Sinnott et al. Artificial Intelligence Review, 2024. Cites: paper

Exploring Sentiment Analysis: A Study on Rheumatoid Arthritis and Lupus in Healthcare
Reddy Sowmya Vangumalla, Yoonsuk Choi. Research Reports on Computer Science, 2024. Cites: paper

Impact of β-blockers on in-hospital mortality in patients with heart failure: a retrospective propensity-score matched analysis based on MIMIC-IV database
Xin Wang, Yuzhu Zhang, Jiangling Xia et al. Frontiers in Pharmacology, 2024. Cites: paper

Machine Learning and Neural NLG
Ehud Reiter. Natural Language Generation, 2024. Cites: paper

Predictive model of risk factors for 28-day mortality in patients with sepsis or sepsis-associated delirium based on the MIMIC-IV database
Li Zhang, Xiang Li, Jinyong Huang et al. Scientific Reports, 2024. Cites: paper

Reliable generation of privacy-preserving synthetic electronic health record time series via diffusion models
Muhang Tian, Bernie Chen, Allan Guo et al. Journal of the American Medical Informatics Association, 2024. Cites: paper

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