Publications citing MIMIC-III Waveform Database v1.0

Diagnostic Features and Potential Applications of PPG Signal in Healthcare: A Systematic Review
Malak Abdullah Almarshad, Md Saiful Islam, Saad A. Al-Ahmadi et al. Healthcare, 2022. Cites: paper

Inteligência artificial no estudo do Direito Processual: metodologia de pesquisa empírica na agenda do acesso à justiça
Marcel de Souza Höfling. 2022. Cites: paper

Sepsis-3 criteria in AmsterdamUMCdb: open-source code implementation
Tom Edinburgh, Stephen J. Eglen, Patrick J. Thoral et al. Gigabyte, 2022. Cites: paper

Video‐evoked fMRI BOLD responses are highly consistent across different data acquisition sites
Lisa A. Byrge, Dorit Kliemann, Ye He et al. Human Brain Mapping, 2022. Cites: paper

Norepinephrine Use in Cardiogenic Shock Patients is Associated with Increased 30 Day Mortality
Xin Lu, Xue Wang, Yanxia Gao et al. ESC Heart Failure, 2022. Cites: paper

A Novel Method to Improve the Identification of Time of Intubation for Retrospective EHR Data Analysis During a Time of Resource Strain, the COVID-19 Pandemic
Alex Makhnevich, Amir Gandomi, Yiduo Wu et al. American Journal of Medical Quality, 2022. Cites: paper

Optimized Signal Quality Assessment for Photoplethysmogram Signals Using Feature Selection
Fahimeh Mohagheghian, Dong Han, Andrew G. Peitzsch et al. IEEE Transactions on Biomedical Engineering, 2022. Cites: paper

A Review of Anonymization for Healthcare Data
Iyiola Emmanuel Olatunji, Jens Rauch, Matthias Katzensteiner et al. Big Data, 2022. Cites: paper

Risk of acute kidney injury associated with anti-pseudomonal and anti-MRSA antibiotic strategies in critically ill patients
Jean Côté, Michaël Desjardins, Jean‐François Cailhier et al. PLoS ONE, 2022. Cites: paper

HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing
Sonish Sivarajkumar, Yanshan Wang. PubMed, 2022. Cites: paper

Neural Language Modeling of Unstructured Clinical Notes for Automated Patient Phenotyping
Akshara Prabhakar, S Shidharth, S. Sowmya Kamath. Conference on Information Sciences and Systems, 2022. Cites: paper

External validation of the Hospital Frailty Risk Score among older adults receiving mechanical ventilation
Eric J. Sy, Sandy Kassir, Jonathan F. Mailman et al. Research Square, 2022. Cites: paper

Hap-pulse: A Wearable Vibrotactile Glove for Medical Pulse Wave Rendering
Hu Luo, Yuxiang Fu, Ning Ding et al. IEEE Transactions on Haptics, 2022. Cites: paper

Identification of data elements for blood gas analysis dataset: a base for developing registries and artificial intelligence-based systems
Sahar Zare, Zahra Meidani, Maryam Ouhadian et al. BMC Health Services Research, 2022. Cites: paper

Identifying the Perceived Severity of Patient-Generated Telemedicine Queries Regarding COVID: Developing and Evaluating a Transfer Learning Based Solution (Preprint)
Joseph Gatto, Parker Seegmiller, Garrett Johnston et al. 2022. Cites: paper

MedionRep: Medical Ontology Representation using Graph Embedding with Medical Text
Young Hak Kim, Jee Eun Song, Tae Joon Jun. Research Square, 2022. Cites: paper

Q3: An ICU Acuity Score for Exploring the Effects of Changing Acuity Throughout the Stay
Stephen E. Brossette, Ning Zheng, Daisy Y. Wong et al. medRxiv, 2022. Cites: paper

A Federated Learning-Based Light-Weight Privacy-Preserving Framework for Smart Healthcare Systems
Velumani Ramesh, S. Hariharasitaraman, Sundaram Sankar Ganesh et al. Advances in wireless technologies and telecommunication book series, 2022. Cites: paper

A Machine Learning-Based Prediction Model for Acute Kidney Injury in Patients With Congestive Heart Failure
Xi Peng, Le Li, Xinyu Wang et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Association of Fluid Management With Mortality of Sepsis Patients With Congestive Heart Failure: A Retrospective Cohort Study
Ning Dong, Nan Gao, Wenxin Hu et al. Frontiers in Medicine, 2022. Cites: paper

A survey: From shallow to deep machine learning approaches for blood pressure estimation using biosensors
Sumbal Maqsood, Shuxiang Xu, Son N. Tran et al. Expert Systems with Applications, 2022. Cites: paper

Systematic Review and Comparison of Publicly Available ICU Data Sets—A Decision Guide for Clinicians and Data Scientists
Christopher Martin Sauer, Tariq A. Dam, Leo Anthony Celi et al. Critical Care Medicine, 2022. Cites: paper

A Novel Nomogram for Predicting Morbidity Risk in Patients with Secondary Malignant Neoplasm of Bone and Bone Marrow: An Analysis Based on the Large MIMIC-III Clinical Database
Guiqiang Miao, Zhaohui Li, Linjian Chen et al. International Journal of General Medicine, 2022. Cites: paper

Chancen der Digitalisierung für innovative Gesundheitsforschung und -versorgung
Gernot Marx. AINS - Anästhesiologie · Intensivmedizin · Notfallmedizin · Schmerztherapie, 2022. Cites: paper

Künstliche Intelligenz: Herausforderungen und Nutzen in der Intensivmedizin
Lukas Märtin, Arne Peine, Maike Gronholz et al. AINS - Anästhesiologie · Intensivmedizin · Notfallmedizin · Schmerztherapie, 2022. Cites: paper

Künstliche Intelligenz: Infrastrukturen und Voraussetzungen auf europäischer Ebene
Sebastian Johannes Fritsch, Oliver Maaßen, Morris Riedel. AINS - Anästhesiologie · Intensivmedizin · Notfallmedizin · Schmerztherapie, 2022. Cites: paper

Severe acute kidney injury predicting model based on transcontinental databases: a single-centre prospective study
Qiqiang Liang, Yongfeng Xu, Yu Zhou et al. BMJ Open, 2022. Cites: paper

The Monitoring with Advanced Sensors, Transmission and E-Resuscitation in Traumatic Brain Injury (MASTER-TBI) collaborative: bringing data science to the ICU bedside
Robert McNamara, Shiv Akarsh Meka, James Richards Anstey et al. Critical Care and Resuscitation, 2022. Cites: paper

The relationship between transthoracic echocardiography and mortality in adult patients with multiple organ dysfunction syndrome: analysis of the MIMIC-III database
Haiyan Fu, Zhansheng Hu, Jianing Gong et al. Annals of Translational Medicine, 2022. Cites: paper

Wearable Photoplethysmography for Cardiovascular Monitoring
Peter H Charlton, Panicos A. Kyriacou, Jonathan Mant et al. Proceedings of the IEEE, 2022. Cites: paper

A comparison of approaches to improve worst-case predictive model performance over patient subpopulations
Stephen R. Pfohl, Haoran Zhang, Yizhe Xu et al. Scientific Reports, 2022. Cites: paper

Factors associated with in-hospital mortality in adult sepsis with Escherichia coli infection
Kun Song, Cuirong Guo, Zhao Zeng et al. BMC Infectious Diseases, 2022. Cites: paper

GatorTron: A Large Language Model for Clinical Natural Language Processing
Xi Yang, Nima PourNejatian, Hoo Chang Shin et al. medRxiv, 2022. Cites: paper

PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems
Zhengyun Zhao, Qiao Jin, Fangyuan Chen et al. arXiv (Cornell University), 2022. Cites: paper

Predictive Value of Blood Urea Nitrogen to Albumin Ratio in Long-Term Mortality in Intensive Care Unit Patients with Acute Myocardial Infarction: A Propensity Score Matching Analysis
Diming Zhao, Yilin Liu, Shanghao Chen et al. International Journal of General Medicine, 2022. Cites: paper

The association between continuous renal replacement therapy as treatment for sepsis-associated acute kidney injury and trend of lactate trajectory as risk factor of 28-day mortality in intensive care units
Zichen Wang, Luming Zhang, Fengshuo Xu et al. BMC Emergency Medicine, 2022. Cites: paper

Central venous pressure and acute kidney injury in critically ill patients with multiple comorbidities: a large retrospective cohort study
Runlu Sun, Qi Guo, Junjie Wang et al. BMC Nephrology, 2022. Cites: paper

MHeTRep: A multilingual semantically tagged health terms repository
Jorge Vivaldi, Horacio Rodríguez. Natural Language Engineering, 2022. Cites: paper

Artificial Intelligence for Perioperative Medicine: Perioperative Intelligence
Kamal Maheshwari, Jacek B. Cywinski, Frank Papay et al. Anesthesia & Analgesia, 2022. Cites: paper

Enhancing sepsis management through machine learning techniques: A review
N. Ocampo-Quintero, Pablo Vidal, Lorena del Río Carbajo et al. Medicina Intensiva (English Edition), 2022. Cites: paper

A Drug Recommendation Model Based on Message Propagation and DDI Gating Mechanism
Yongjian Ren, Yuliang Shi, Kun Zhang et al. IEEE Journal of Biomedical and Health Informatics, 2022. Cites: paper

Attention-based residual improved U-Net model for continuous blood pressure monitoring by using photoplethysmography signal
Mingzheng Yu, Zhiwen Huang, Yidan Zhu et al. Biomedical Signal Processing and Control, 2022. Cites: dataset, paper

Use of Diagnosis Codes to Find Blood Transfusion Adverse Events in Electronic Health Records
Roselie A. Bright, Susan J. Bright-Ponte, Lee Anne M. Palmer et al. Journal of Patient Safety, 2022. Cites: paper

A Flexible, Wearable, and Wireless Biosensor Patch with Internet of Medical Things Applications
Duc Tri Phan, Cong Hoan Nguyen, Dung Thuy Nguyen Pham et al. Biosensors, 2022. Cites: paper

An architectural design study of electronic healthcare record systems with associated context parameters on MIMIC III
Gaurav Paliwal, Aaquil Bunglowala, Pravesh Kanthed. Health and Technology, 2022. Cites: paper

Comparison of Machine Learning Methods and Conventional Regression for Predicting Renal Function Recovery and Recovery Time among AKI Patients in ICU
Xiujuan Zhao, Yunwei Lu, Shu Li et al. Research Square, 2022. Cites: paper

Deep Learning-based detection of psychiatric attributes from German mental health records
Sumit Madan, Fabian Julius Zimmer, Helena Balabin et al. International Journal of Medical Informatics, 2022. Cites: paper

Predicting Clinical Events Based on Raw Text: From Bag-of-Words to Attention-Based Transformers
Dmitri G. Roussinov, Andrew Conkie, Andrew Patterson et al. Frontiers in Digital Health, 2022. Cites: paper

SmileGNN: Drug–Drug Interaction Prediction Based on the SMILES and Graph Neural Network
Xueting Han, Ruixia Xie, Xutao Li et al. Life, 2022. Cites: paper

Prognostic nutrition index is associated with the all‐cause mortality in sepsis patients: A retrospective cohort study
He Wu, Chong-Jun Zhou, Wanquan Kong et al. Journal of Clinical Laboratory Analysis, 2022. Cites: paper

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