Publications citing MIMIC-III Waveform Database v1.0

Association between anion gap and the 30-day mortality of patients with ventilator-associated pneumonia: a study of the MIMIC-III database
Hui Yu, Sheng Chen. Journal of Thoracic Disease, 2024. Cites: paper

Can Machine Learning Personalize Cardiovascular Therapy in Sepsis?
Finneas J. R. Catling, Myura Nagendran, Paul Festor et al. Critical Care Explorations, 2024. Cites: paper

Early prediction of Sepsis: A comparative assessment on patients’ covariates
Begüm Mutlu, Mehmet Eren Yeşilyurt, Nazli Shahbazi et al. Biomedical Signal Processing and Control, 2024. Cites: paper

Extracting Integrated Features of Electronic Medical Records Big Data for Mortality and Phenotype Prediction
Fei Li, Yiqiang Chen, Yang Gu et al. Chinese Journal of Electronics, 2024. Cites: paper

DNA-T: Deformable Neighborhood Attention Transformer for Irregular Medical Time Series
Jianxuan Huang, Baoyao Yang, Kejing Yin et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

Intelligent solutions based cutting-edge technologies for securing information exchange in health systems
Joseph Merhej. 2024. Cites: paper

TSOANet: Time-Sensitive Orthogonal Attention Network for medical event prediction
Hao Chen, Junjie Zhang, Yang Xiang et al. Artificial Intelligence in Medicine, 2024. Cites: paper

A Distributed AI-based Disease Classification Approach
Carmela Comito, Agostino Forestiero A, Bettina Fazzinga A. International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2024. Cites: paper

Development and external validation of deep learning clinical prediction models using variable-length time series data
Fereshteh Sadat Bashiri, Kyle A. Carey, Jennie Martin et al. Journal of the American Medical Informatics Association, 2024. Cites: paper

Privacy-Preserving Multi-Party Keyword-Based Classification of Unstructured Text Data
Ian Pépin, Furkan Alaca, Farhana H. Zulkernine. International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2024. Cites: paper

PROMISE: A pre-trained knowledge-infused multimodal representation learning framework for medication recommendation
Jialun Wu, Xinyao Yu, Kai He et al. Information Processing & Management, 2024. Cites: paper

Redefining Health Care Data Interoperability: Empirical Exploration of Large Language Models in Information Exchange
Dukyong Yoon, Changho Han, Dong Won Kim et al. Journal of Medical Internet Research, 2024. Cites: paper

Automatic ICD Coding Based on Bias Removal
Xun Peng, Tengkai Tan, Teng Fan. IEEE International Conference on Control, Electronics and Computer Technology (ICCECT), 2024. Cites: paper

Comprehensive review of Transformer‐based models in neuroscience, neurology, and psychiatry
Shan Cong, Hang Wang, Yang Zhou et al. Brain‐X, 2024. Cites: paper

A survey of recent methods for addressing AI fairness and bias in biomedicine
Yifan Yang, Mingquan Lin, Han Zhao et al. Journal of Biomedical Informatics, 2024. Cites: paper

Effect of Histamine H2 Receptor Antagonists on All‐Cause Mortality in Critically Ill Patients With Essential Hypertension: A Retrospective Cohort Study
Jian‐Mei Pan, Yu Guo, Fangfang Jiang et al. The Journal of Clinical Pharmacology, 2024. Cites: paper

Establishment and assessment of mortality risk prediction model in patients with sepsis based on early-stage peripheral lymphocyte subsets
Fuzhu Li, Hongtao Qu, Yimin Li et al. Aging, 2024. Cites: paper

Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark
Fenglin Liu, Zheng Li, Hongjian Zhou et al. medRxiv, 2024. Cites: paper

Large Language Models to process, analyze, and synthesize biomedical texts – a scoping review
Simona Emilova Doneva, Sijing Qin, Beate Sick et al. bioRxiv (Cold Spring Harbor Laboratory), 2024. Cites: paper

Predictive nomogram for 28-day mortality risk in mitral valve disorder patients in the intensive care unit: A comprehensive assessment from the MIMIC-III database
Yuxin Qiu, Menglei Li, Xiubao Song et al. International Journal of Cardiology, 2024. Cites: paper

OntoMedRec: Logically-pretrained model-agnostic ontology encoders for medication recommendation
Weicong Tan, Weiqing Wang, Xin Zhou et al. World Wide Web, 2024. Cites: paper

Assessment of Blood Pressure and Heart Rate Related Variables in Acute Stroke Patients Receiving Intravenous Antihypertensive Medication Infusions
Adnan Iqbal Qureshi, William I. Baskett, Abdullah Lodhi et al. Neurocritical Care, 2024. Cites: paper

Association of early tracheostomy with length of stay and mortality in critically ill patients
Aman M. Patel, Rushi Patel, Lucy Revercomb et al. The Journal of Laryngology & Otology, 2024. Cites: paper

Associations between static and dynamic changes of platelet counts and in-hospital mortality in critical patients with acute heart failure
Lili Wang, Tao Liu, Zhijian Zhu et al. Scientific Reports, 2024. Cites: paper

Development and validation of a machine-learning model for predicting the risk of death in sepsis patients with acute kidney injury
Lei Dong, Pei Liu, Zhili Qi et al. Heliyon, 2024. Cites: paper

ChestBioX-Gen: contextual biomedical report generation from chest X-ray images using BioGPT and co-attention mechanism
Mohammed Yasser Ouis, Moulay A. Akhloufi. Frontiers in Imaging, 2024. Cites: paper

DFNet: Dual-Decision Fusion Network for Drug Combination Prediction
Jiedong Wei, Yijia Zhang. International Conference on Computer and Communication Systems (ICCCS), 2024. Cites: paper

Leveraging transformers and large language models with antimicrobial prescribing data to predict sources of infection for electronic health record studies
Kevin Z Yuan, Chang Ho Yoon, Qingze Gu et al. medRxiv, 2024. Cites: paper

Systematic Review of Natural Language Processing Applied to Gastroenterology & Hepatology: The Current State of the Art
Matthew Stammers, Balasubramanian Ramgopal, Abigail Obeng et al. Research Square, 2024. Cites: paper

Predicting Future Disorders via Temporal Knowledge Graphs and Medical Ontologies
Marco Postiglione, Daniel M. Bean, Željko Kraljević et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

Enhancing healthcare decision support through explainable AI models for risk prediction
Shuai Niu, Qing Yin, Jing Ma et al. Decision Support Systems, 2024. Cites: paper

Retrieval-Based Diagnostic Decision Support: Mixed Methods Study
Tassallah Abdullahi, Laura Y. Mercurio, Ritambhara Singh et al. JMIR Medical Informatics, 2024. Cites: paper

Dynamics of serum anion gaps with in-hospital mortality: Analysis of the multi-open databases
Dong Eun Yang, Sua Jo, Dong Hyun Lee et al. PLoS ONE, 2024. Cites: paper

Recent Advances in Large Language Models for Healthcare
Khalid Nassiri, Moulay A. Akhloufi. BioMedInformatics, 2024. Cites: paper

Constructing synthetic datasets with generative artificial intelligence to train large language models to classify acute renal failure from clinical notes
Onkar Litake, Brian H. Park, Jeffrey Logan Tully et al. Journal of the American Medical Informatics Association, 2024. Cites: paper

Machine learning for healthcare that matters: Reorienting from technical novelty to equitable impact
Aparna Balagopalan, Ioana Baldini, Leo Anthony Celi et al. PLOS Digital Health, 2024. Cites: paper

MixEHR-SurG: A joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records
Yixuan Li, Archer Yi Yang, Ariane J. Marelli et al. Journal of Biomedical Informatics, 2024. Cites: paper

Northwestern University resource and education development initiatives to advance collaborative artificial intelligence across the learning health system
Yuan Luo, Chengsheng Mao, Lazaro Nelson Sanchez-Pinto et al. Learning Health Systems, 2024. Cites: paper

A Hierarchical Fine-Grained Deep Learning Model for Automated Medical Coding
Joshua Carberry, Haiping Xu. IEEE International Conference on Computing and Machine Intelligence (ICMI), 2024. Cites: paper

Cardiac Health Assessment through Advanced Computational Models for ECG Image Analysis
R. Krishna Priya, Liya Alias, Fatema Saleh Said Al Salehiya. 2024. Cites: paper

Disease Phenotype Classification Model Based on Multi-channel Deep Supervised Bi-LSTM
Decong Wang, C.R. Zou, Ziqi Wei et al. International Conference on Computer Engineering and Application (ICCEA), 2024. Cites: paper

Towards Transparent Healthcare: Advancing Local Explanation Methods in Explainable Artificial Intelligence
Carlo Metta, Andrea Beretta, Roberto Pellungrini et al. Bioengineering, 2024. Cites: paper

Hypocapnia is Associated with Increased In-Hospital Mortality and 1 Year Mortality in Acute Heart Failure Patients
Lei Zhang, Yiwu Sun, Xin Sui et al. ESC Heart Failure, 2024. Cites: paper

Reconstruction of Missing Electrocardiography Signals from Photoplethysmography Data Using Deep Neural Network
Yanke Guo, Qunfeng Tang, Shiyong Li et al. Bioengineering, 2024. Cites: paper

A Novel Nomogram based on Hemodynamic Monitoring for Predicting Survival of Patients with Acute Myocardial Infarction: An Analysis Based on the MIMIC-III
Shuwan Xu, Junping Li, Jiyi Yao et al. Research Square, 2024. Cites: paper

Communication-Efficient Hybrid Federated Learning for E-Health With Horizontal and Vertical Data Partitioning
Chong Yu, Shuaiqi Shen, Shiqiang Wang et al. IEEE Transactions on Neural Networks and Learning Systems, 2024. Cites: paper

Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions
Paul Pu Liang, Amir Zadeh, Louis‐Philippe Morency. ACM Computing Surveys, 2024. Cites: paper

Non-Invasive Biosensing for Healthcare Using Artificial Intelligence: A Semi-Systematic Review
Tanvir Islam, Peter Yigitcan Washington. Biosensors, 2024. Cites: paper

Real-World Treatment Patterns and Clinical Outcomes among Patients Receiving CDK4/6 Inhibitors for Metastatic Breast Cancer in a Canadian Setting Using AI-Extracted Data
Ruth Moulson, Guillaume Feugère, Tracy Moreira‐Lucas et al. Current Oncology, 2024. Cites: paper

FedPAR: Federated PARAFAC2 tensor factorization for computational phenotyping
Meng Zhao, Mostafa Reisi Gahrooei. IISE Transactions on Healthcare Systems Engineering, 2024. Cites: paper

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