Publications citing MIMIC-III Clinical Database Demo v1.4

The Effect of Antiseizure Medication Administration on Mortality and Early Posttraumatic Seizures in Critically Ill Older Adults with Traumatic Brain Injury
Adam C. Glaser, John H. Kanter, Pablo Martínez‐Camblor et al. Neurocritical Care, 2022. Cites: paper

tinyCare: A tinyML-based Low-Cost Continuous Blood Pressure Estimation on the Extreme Edge
Khaled Ahmed, Mohamed Hassan. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

A computationally efficient CNN-LSTM neural network for estimation of blood pressure from features of electrocardiogram and photoplethysmogram waveforms
Stephanie Baker, Wei Xiang, Ian Atkinson. Knowledge-Based Systems, 2022. Cites: paper

Approach for Electronic Medical Record Data Analysis
Changho Han, Chan Min Park, Yujeong Kim et al. Journal of Health Informatics and Statistics, 2022. Cites: paper

Causality Learning with Wasserstein Generative Adversarial Networks
Hristo Petkov, Colin Hanley, Feng Dong. International Journal of Artificial Intelligence & Applications, 2022. Cites: paper

Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare
Jean Feng, Rachael V. Phillips, Ivana Malenica et al. npj Digital Medicine, 2022. Cites: paper

Risk assessment of ICU patients through deep learning technique: A big data approach
Xiaobing Huang, Shan Shan, Yousaf Ali Khan et al. Journal of Global Health, 2022. Cites: paper

Process-aware digital twin cockpit synthesis from event logs
Dorina Bano, Judith Michael, Bernhard Rumpe⋆ et al. Journal of Computer Languages, 2022. Cites: paper

Perioperative Fluoroquinolone Treatment Deteriorates Prognosis Following Coronary Artery Bypass Grafting
Min Zhang, Lijuan Jian, Xinping Min et al. Journal of Cardiovascular Development and Disease, 2022. Cites: paper

Association of RDW, NLR, and PLR with Atrial Fibrillation in Critical Care Patients: A Retrospective Study Based on Propensity Score Matching
Yao‐Zong Guan, Rui‐Xing Yin, Peng‐Fei Zheng et al. Disease Markers, 2022. Cites: paper

Ethnic disparities in publicly-available pulse oximetry databases
Fatemeh Y. Sinaki, Rabab Kreidieh Ward, Derek Abbott et al. Communications Medicine, 2022. Cites: paper

A distributed approach to the regulation of clinical AI
Trishan Panch, Erin R. Duralde, Heather Mattie et al. PLOS Digital Health, 2022. Cites: paper

A text mining framework for screening catalysts and critical process parameters from scientific literature - A study on Hydrogen production from alcohol
Avan Kumar, Swathi Ganesh, Divyanshi Gupta et al. Process Safety and Environmental Protection, 2022. Cites: paper

Deep Learning Analysis of Polish Electronic Health Records for Diagnosis Prediction in Patients with Cardiovascular Diseases
Krištof Anetta, Aleš Horák, Wojciech Wojakowski et al. Journal of Personalized Medicine, 2022. Cites: paper

MIMIC-IV as a Clinical Data Schema
Niklas Giesa, Patrick Heeren, Sophie Anne Inès Klopfenstein et al. Studies in health technology and informatics, 2022. Cites: paper

Pretrained Neural Networks Accurately Identify Cancer Recurrence in Medical Record
Hussam Kaka, George Michalopoulos, Sujan Subendran et al. Studies in health technology and informatics, 2022. Cites: paper

Utilizing Intensive Care Alarms for Machine Learning
Anne Rike Flint, Sophie Anne Inès Klopfenstein, Patrick Heeren et al. Studies in health technology and informatics, 2022. Cites: paper

A Machine Learning Based Discharge Prediction of Cardiovascular Diseases Patients in Intensive Care Units
Kaouter Karboub, Mohamed Tabaa. Healthcare, 2022. Cites: paper

The Evolution of Federated Learning-Based Intrusion Detection and Mitigation: A Survey
Léo Lavaur, Marc‐Oliver Pahl, Yann Busnel et al. IEEE Transactions on Network and Service Management, 2022. Cites: paper

The Ratio of Red Blood Cell Distribution Width to Albumin Is Correlated With All-Cause Mortality of Patients After Percutaneous Coronary Intervention – A Retrospective Cohort Study
Yingbei Weng, Yangpei Peng, Yuxuan Xu et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

A Review of Noninvasive Methodologies to Estimate the Blood Pressure Waveform
Tasbiraha Athaya, Sunwoong Choi. Sensors, 2022. Cites: paper

Attempting cardiac arrest prediction using artificial intelligence on vital signs from Electronic Health Records
Bassel Soudan, Fetna F. Dandachi, Ali Bou Nassif. Smart Health, 2022. Cites: paper

Lessons learned on using High-Performance Computing and Data Science Methods towards understanding the Acute Respiratory Distress Syndrome (ARDS)
Chadi Barakat, Sebastian Johannes Fritsch, Konstantin Sharafutdinov et al. International Convention on Information and Communication Technology, Electronics and Microelectronics, 2022. Cites: paper

ADataViewer: exploring semantically harmonized Alzheimer’s disease cohort datasets
Yasamin Salimi, Daniel Domingo‐Fernándéz, Carlos Bobis-Álvarez et al. Alzheimer s Research & Therapy, 2022. Cites: paper

Increase in chloride from baseline is independently associated with mortality in intracerebral hemorrhage patients admitted to intensive care unit: A retrospective study
Dawei Zhou, Tong Li, Dong Zhao et al. Journal of Intensive Medicine, 2022. Cites: paper

Construction of heterogeneous medical knowledge graph from electronic health records
R. Mythili, N. Parthiban, V. Kavitha. Journal of Discrete Mathematical Sciences and Cryptography, 2022. Cites: paper

The Value of SII in Predicting the Mortality of Patients with Heart Failure
Miao Yuan, Fuxian Ren, Dengfeng Gao. Disease Markers, 2022. Cites: paper

Exploring Physician Perspectives on Using Real-world Care Data for the Development of Artificial Intelligence–Based Technologies in Health Care: Qualitative Study
Martina Kamradt, Regina Poß-Doering, Joachim Szécsényi. JMIR Formative Research, 2022. Cites: paper

Machine learning based algorithms to impute PaO2 from SpO2 values and development of an online calculator
Shuangxia Ren, Jill Zupetic, Mohammadreza Tabary et al. Scientific Reports, 2022. Cites: paper

Medical concept integrated residual short‐long temporal convolutional networks for predicting clinical events
Jie Min Yang, Hong Wang. Concurrency and Computation Practice and Experience, 2022. Cites: paper

Associated factors and short-term mortality of early versus late acute kidney injury following on-pump cardiac surgery
Shengnan Li, Ming Liu, Xiang Liu et al. Interactive Cardiovascular and Thoracic Surgery, 2022. Cites: paper

Deep Neural Networks for Dynamic Attribute based Encryption in IoT-Fog Environment
Mohit Talreja, M Pruthvi Taranath, Hrushikesh Shanware et al. International Conference on Communications, 2022. Cites: paper

Frequency Hopping Sequence Determination Using Inter-Pulse Interval for Human Body Interface and Control Systems
Donpiti Chulerttiyawong, Abbas Jamalipour. International Conference on Communications, 2022. Cites: paper

Heterogeneous Multi-Task Learning With Expert Diversity
Raquel Aoki, Frederick Tung, Gabriel Leivas Oliveira. IEEE Transactions on Computational Biology and Bioinformatics, 2022. Cites: paper

Linezolid induced thrombocytopenia in critically ill patients: Risk factors and development of a machine learning-based prediction model
Iván Maray, Adrián Rodríguez-Ferreras, Cristina Álvarez-Asteinza et al. Journal of Infection and Chemotherapy, 2022. Cites: paper

Machine learning for the prediction of acute kidney injury in patients with sepsis
Suru Yue, Shasha Li, Xueying Huang et al. Journal of Translational Medicine, 2022. Cites: paper

PathologyBERT -- Pre-trained Vs. A New Transformer Language Model for Pathology Domain
Thiago de Santana Santos, Amara Tariq, Susmita Das et al. PubMed Central, 2022. Cites: paper

Predicting clinical outcomes using artificial intelligence and machine learning in neonatal intensive care units: a systematic review
Ryan Michael McAdams, Ravneet Ruby Kaur, Yao Sun et al. Journal of Perinatology, 2022. Cites: paper

Early prediction of moderate-to-severe condition of inhalation-induced acute respiratory distress syndrome via interpretable machine learning
Junwei Wu, Chao Liu, Lixin Xie et al. BMC Pulmonary Medicine, 2022. Cites: paper

External validation of a deep-learning model to predict severe acute kidney injury based on urine output changes in critically ill patients
Francesca Alfieri, Andrea Ancona, Giovanni Luigi Tripepi et al. Journal of Nephrology, 2022. Cites: paper

Predicting the Prognosis of Patients in the Coronary Care Unit: A Novel Multi-Category Machine Learning Model Using XGBoost
X. Wang, Tianqi Zhu, Minghong Xia et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Non-invasive detection of coronary artery disease from photoplethysmograph using lumped parameter modelling
Ashutosh Kumar Dash, Karan Jain, Nirmalya Ghosh et al. Biomedical Signal Processing and Control, 2022. Cites: paper

BI-RADS BERT and Using Section Segmentation to Understand Radiology Reports
Grey Kuling, Belinda N. Curpen, Anne Louise Martel. Journal of Imaging, 2022. Cites: paper

Classifying Characteristics of Opioid Use Disorder From Hospital Discharge Summaries Using Natural Language Processing
Melissa N. Poulsen, Philip J. Freda, Vanessa Troiani et al. Frontiers in Public Health, 2022. Cites: paper

Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke
Matthew I. Miller, Agni Orfanoudaki, Michael Cronin et al. Neurocritical Care, 2022. Cites: paper

Machine Learning Models for Early Prediction of Sepsis on Large Healthcare Datasets
Javier Enrique Camacho-Cogollo, Isis Bonet, Bladimir Gil et al. Electronics, 2022. Cites: paper

Cardiac troponin-T combined with Hemoglobin and some clinical characteristics to predict mortality of sepsis patients in adult: A retrospective cohort study
Kai-Zhi Xu, Ping Xu, Juanjuan Li et al. Research Square, 2022. Cites: paper

Machine Learning for Prediction of Outcomes in Cardiogenic Shock
Fangning Rong, Huaqiang Xiang, Qian Lü et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

NEAR: Named entity and attribute recognition of clinical concepts
Namrata Nath, Sang‐Heon Lee, Ivan Lee. Journal of Biomedical Informatics, 2022. Cites: paper

Pharmacokinetic/pharmacodynamic-guided gentamicin dosing in critically ill patients: a revisit of the Hartford nomogram
Sha He, Zeneng Cheng, Feifan Xie. International Journal of Antimicrobial Agents, 2022. Cites: paper

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