Publications citing MIMIC-III Waveform Database v1.0

Testing and Evaluation of Generative Large Language Models in Electronic Health Record Applications: A Systematic Review
Xinsong Du, Zhengyang Zhou, Yifei Wang et al. medRxiv, 2024. Cites: paper

Graph and text multi-modal representation learning with momentum distillation on Electronic Health Records
Yu Cao, Xu Wang, Qian Wang et al. Knowledge-Based Systems, 2024. Cites: paper

NLP Based Prediction of Hospital Readmission using ClinicalBERT and Clinician Notes
Lucia Matondora, Mainford Mutandavari, Brian Mupini. International Journal of Innovative Science and Research Technology (IJISRT), 2024. Cites: paper

ADVANCE: a biomedical informatics approach to investigate acute kidney injury in infants
Jennifer A. Rumpel, Sofia I. Perazzo, Jonathan P. Bona et al. Pediatric Research, 2024. Cites: paper

Automatische ICD-10-Codierung
Andreas Mittermeier, Matthias Aßenmacher, Balthasar Maria Schachtner et al. Die Radiologie, 2024. Cites: paper

AI hybrid survival assessment for advanced heart failure patients with renal dysfunction
Ge Zhang, Zeyu Wang, Zhuang Tong et al. Nature Communications, 2024. Cites: paper

Blockchain, artificial intelligence, and healthcare: the tripod of future—a narrative review
Archana Bathula, Suneet Kumar Gupta, Suresh Merugu et al. Artificial Intelligence Review, 2024. Cites: paper

HTTPS: Heterogeneous Transfer learning for spliT Prediction System evaluated on healthcare data
Jia-Hao Syu, Marcin Fojcik, Rafał Cupek et al. Information Fusion, 2024. Cites: paper

Prediction of 30-day mortality for ICU patients with Sepsis-3
Z Yu, Negin Ashrafi, Hexin Li et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

Why thorough open data descriptions matters more than ever in the age of AI: opportunities for cardiovascular research
Sandy Engelhardt. European Heart Journal - Digital Health, 2024. Cites: paper

A generalist vision–language foundation model for diverse biomedical tasks
Kai Zhang, Rong Zhou, Eashan Adhikarla et al. Nature Medicine, 2024. Cites: paper

Comparison of a rule-based algorithm and manual annotation for retrospective determination of ARDS onset in time-series data
Simon Fonck, Sebastian Johannes Fritsch, Ana Yurgandzhieva et al. Research Square, 2024. Cites: paper

Context-Relevant Denoising for Unsupervised Domain-Adapted Sentence Embeddings
Michael Lowe, Joseph D. Prusa, Joffrey L. Leevy et al. IEEE International Conference on Information Reuse and Integration (IRI), 2024. Cites: paper

Enhancing Precision Drug Recommendations via In-Depth Exploration of Motif Relationships
Chuang Zhao, Hongke Zhao, Xiaofang Zhou et al. IEEE Transactions on Knowledge and Data Engineering, 2024. Cites: paper

ICDXML: enhancing ICD coding with probabilistic label trees and dynamic semantic representations
Zeqiang Wang, Yuqi Wang, Haiyang Zhang et al. Scientific Reports, 2024. Cites: paper

Domain adaptation of transformer-based neural network model for clinical note classification in Indian healthcare
Swati Saigaonkar, Vaibhav Eknath Narawade. International Journal of Information Technology, 2024. Cites: paper

Enhancing Clinical Relevance of Pretrained Language Models Through Integration of External Knowledge: Case Study on Cardiovascular Diagnosis From Electronic Health Records
Qiuhao Lu, Andrew Wen, Thien Huu Nguyen et al. JMIR AI, 2024. Cites: paper

Impact of body mass index on mortality outcomes in intensive care patients with Staphylococcus aureus sepsis: A retrospective analysis
Heping Xu, Yiqiao Liu, Huan Niu et al. PLoS ONE, 2024. Cites: paper

Self-attention with temporal prior: can we learn more from the arrow of time?
Kyung Geun Kim, Byeong Tak Lee. Frontiers in Artificial Intelligence, 2024. Cites: paper

Wearable Blood Pressure Monitoring Devices: Understanding Heterogeneity in Design and Evaluation
Matt Y. Cheung, Ashutosh Sabharwal, Gerard L. Coté et al. IEEE Transactions on Biomedical Engineering, 2024. Cites: paper

Admission Blood Glucose Associated with In-Hospital Mortality in Critically III Non-Diabetic Patients with Heart Failure: A Retrospective Study
Yu Chen, YingZhi Wang, Chen Fang et al. Reviews in Cardiovascular Medicine, 2024. Cites: paper

Recommendation Systems for the Healthcare Domain: A Comprehensive Survey of Evaluation Datasets
Dinh Tai Pham, Yeong‐Seok Seo, Huyen Trang Phan. Vietnam Journal of Computer Science, 2024. Cites: paper

The METRIC-framework for assessing data quality for trustworthy AI in medicine: a systematic review
Daniel Schwabe, Katinka Becker, Martin Seyferth et al. npj Digital Medicine, 2024. Cites: paper

An early sepsis prediction model utilizing machine learning and unbalanced data processing in a clinical context
Luyao Zhou, Min Shao, Cui Wang et al. Preventive Medicine Reports, 2024. Cites: paper

An accurate tidal peak localization method in radial arterial pulse signals based on hybrid neural networks
Chao Chen, Zhendong Chen, Hongmiin Luo et al. Journal of Instrumentation, 2024. Cites: paper

CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks
Soheila Molaei, Nima Ghanbari Bousejin, Ghadeer O. Ghosheh et al. Journal of Healthcare Informatics Research, 2024. Cites: paper

Introducing MagBERT: A language model for magnesium textual data mining and analysis
Surjeet Kumar, Russlan Jaafreh, Nirpendra Singh et al. Journal of Magnesium and Alloys, 2024. Cites: paper

Predicting vital sign deviations during surgery from patient monitoring data: developing and validating single-stream deep learning models
Alina Dubatovka, Christoph Beat Nöthiger, Donat Rudolf Spahn et al. British Journal of Anaesthesia, 2024. Cites: paper

The Association of Noninvasively Derived Tissue Perfusion Pressure With Acute Kidney Injury in Patients With Circulatory Compromise
Nikolaus Schreiber, Simon Orlob, Michael Eichlseder et al. Anesthesia & Analgesia, 2024. Cites: paper

Towards Automatic ICD Coding via Label Graph Generation
Peng Nie, Huanqin Wu, Zhanchuan Cai. Mathematics, 2024. Cites: paper

Identification of Time-Series Pattern Marker in Its Application to Mortality Analysis of Pneumonia Patients in Intensive Care Unit
Suhyeon Lee, Suhyun Kim, Gayoun Koh et al. Journal of Personalized Medicine, 2024. Cites: paper

Implementing and evaluating simple resampling techniques in federated learning for imbalanced data
Lingyun Chen. Applied and Computational Engineering, 2024. Cites: paper

Natural language processing in the intensive care unit: A scoping review
Julia K. Pilowsky, Jae-Won Choi, Aldo F. Saavedra et al. Critical Care and Resuscitation, 2024. Cites: paper

DAI-Net: Dual Adaptive Interaction Network for Coordinated Medication Recommendation
Xin Guo Zou, Xiao He, Xiao Zheng et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

Harnessing Public Multimodal Datasets: Revolutionizing Scientific Research and Innovation
Sheza Waqar Beg, Sarfaraz Ahmad, Saeeda Wasim. Haya The Saudi Journal of Life Sciences, 2024. Cites: paper

IoT-enabled healthcare transformation leveraging deep learning for advanced patient monitoring and diagnosis
Nawaf Alharbe, Manal Almalki. Multimedia Tools and Applications, 2024. Cites: paper

XAI-Based Clinical Decision Support Systems: A Systematic Review
Se Young Kim, Dae Ho Kim, Min‐Ji Kim et al. Applied Sciences, 2024. Cites: paper

Predicting hospital length of stay using machine learning on a large open health dataset
Raunak Jain, Mrityunjai Singh, A. Ravishankar Rao et al. BMC Health Services Research, 2024. Cites: paper

Transformer models in biomedicine
Sumit Madan, Manuel Lentzen, Johannes Brandt et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

Proton Pump Inhibitors Versus Histamine-2 Receptor Blockers for Stress Ulcer Prophylaxis on In-hospital Mortality Among Intensive Care Unit Patients Hospitalized for Major Adverse Cardiovascular and Cerebrovascular Events: Retrospective Cohort Study
Lanxiang Pu, Ting Jia, Shili Su et al. Clinical Therapeutics, 2024. Cites: paper

Recommendation system of scientific articles from discharge summaries
Adrián Alonso Barriuso, Alberto Fernández-Isabel, Isaac Martín de Diego et al. Engineering Applications of Artificial Intelligence, 2024. Cites: paper

The Efficacy of a Named Entity Recognition AI Model for Identifying Incidental Pulmonary Nodules in CT Reports
A. Mojibian, Jeff D. Jaskolka, Geoffrey Ching et al. Canadian Association of Radiologists Journal, 2024. Cites: paper

Association between the anion gap and mortality in critically ill patients with influenza: A cohort study
Yingxiu Huang, Ting Ao, Zhen Peng et al. Heliyon, 2024. Cites: paper

Drug recommendation ranking for personalized medicine using outcomes of retrospective cancer patients
Noemi Scarpato, Silvia Riondino, Aria Nourbakhsh et al. Expert Systems with Applications, 2024. Cites: paper

Evaluation of synthetic electronic health records: A systematic review and experimental assessment
Emmanuella Budu, Kobra Etminani, Amira Soliman et al. Neurocomputing, 2024. Cites: paper

Predictive Modeling with Temporal Graphical Representation on Electronic Health Records
Jiayuan Chen, Changchang Yin, Yuanlong Wang et al. International Joint Conference on Artificial Intelligence, 2024. Cites: paper

Machine learning for predicting mortality in adult critically ill patients with Sepsis: A systematic review
Nasrin Nikravangolsefid, Swetha Reddy, Hong Hieu Truong et al. Journal of Critical Care, 2024. Cites: paper

Machine learning for the prediction of 1-year mortality in patients with sepsis-associated acute kidney injury
Le Li, Jingyuan Guan, Xi Peng et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish
Jocelyn Dunstan, Thomas Vakili, Luis Miranda et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

Compressed Deep Learning Models for Wearable Atrial Fibrillation Detection through Attention
Marko Mäkynen, G. André Ng, Xin Li et al. Sensors, 2024. Cites: paper

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