Publications citing MIMIC-III Clinical Database Demo v1.4

Dynamic nomogram for predicting acute kidney injury in patients with acute ischemic stroke: A retrospective study
Ganggui Zhu, Zaixiang Fu, Taian Jin et al. Frontiers in Neurology, 2022. Cites: paper

Effectiveness of sodium bicarbonate infusion on mortality for elderly septic patients with acute metabolic acidosis
Sai Huang, Yaojun Peng, Lili Wang et al. Frontiers in Pharmacology, 2022. Cites: paper

Construction of a Prediction Model for the Mortality of Elderly Patients with Diabetic Nephropathy
Li Wang, Yan Lv. Journal of Healthcare Engineering, 2022. Cites: paper

HealthNet: A Health Progression Network via Heterogeneous Medical Information Fusion
Fuqiang Yu, Lizhen Cui, Huanhuan Chen et al. IEEE Transactions on Neural Networks and Learning Systems, 2022. Cites: paper

Improving mortality prediction in Acute Pancreatitis by machine learning and data augmentation
M Asad Bin Hameed, Zareen Alamgir. Computers in Biology and Medicine, 2022. Cites: paper

Impact of lactate dehydrogenase on prognosis of patients undergoing cardiac surgery
Yu Zeng, Yuhe Zhao, Shuren Dai et al. BMC Cardiovascular Disorders, 2022. Cites: paper

FHIR-Ontop-OMOP: Building clinical knowledge graphs in FHIR RDF with the OMOP Common data Model
Guohui Xiao, Emily Pfaff, Eric Prud’hommeaux et al. Journal of Biomedical Informatics, 2022. Cites: paper

Methodological Analysis of Blood Pressure Learning using Boro Receptors Model
Hemanta Kumar Bhuyan, Keerthi Priya, Kachihalli Milana. International Conference on Computer Science, Engineering and Applications (ICCSEA), 2022. Cites: paper

Multitask Balanced and Recalibrated Network for Medical Code Prediction
Wei Sun, Shaoxiong Ji, Erik Cambria et al. ACM Transactions on Intelligent Systems and Technology, 2022. Cites: paper

Predicting Mortality Using Machine Learning Algorithms in Patients Who Require Renal Replacement Therapy in the Critical Care Unit
Hsin-Hsiung Chang, Jung-Hsien Chiang, Chi-Shiang Wang et al. Journal of Clinical Medicine, 2022. Cites: paper

Predicting acute kidney injury risk in acute myocardial infarction patients: An artificial intelligence model using medical information mart for intensive care databases
Dabei Cai, Tingting Xiao, Ailin Zou et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Serum Anion Gap Level Predicts All-Cause Mortality in Septic Patients: A Retrospective Study Based on the MIMIC III Database
Yao Kui Zhu, Zonglin He, Ya Jin et al. Journal of Intensive Care Medicine, 2022. Cites: paper

A code-mixed task-oriented dialog dataset for medical domain
Suman Dowlagar, Radhika Mamidi. Computer Speech & Language, 2022. Cites: paper

An inverse classification framework with limited budget and maximum number of perturbed samples
Jaehoon Koo, Diego Klabjan, Jean Utke. Expert Systems with Applications, 2022. Cites: paper

Association of Monocyte-to-Lymphocyte and Neutrophil-to-Lymphocyte Ratios With Persistent Critical Illness in Patients With Severe Trauma
Beiyuan Zhang, Yunhong Han, Xiancheng Chen et al. Journal of Trauma Nursing, 2022. Cites: paper

Machine Learning for Acute Kidney Injury Prediction in the Intensive Care Unit
Eric Raphael Gottlieb, Mathew C. Samuel, Joseph Vincent Bonventre et al. Advances in Chronic Kidney Disease, 2022. Cites: paper

MixEHR-Guided: A guided multi-modal topic modeling approach for large-scale automatic phenotyping using the electronic health record
Yuri Ahuja, Yuesong Zou, Aman D Verma et al. Journal of Biomedical Informatics, 2022. Cites: paper

Multimodal biomedical AI
Julián Acosta, Guido J. Falcone, Pranav Rajpurkar et al. Nature Medicine, 2022. Cites: paper

Multimodal Recommender System in the Prediction of Disease Comorbidity
Aashish Cheruvu. International Conference on Transdisciplinary AI (TransAI), 2022. Cites: paper

Natural Language Processing and Machine Learning to Identify People Who Inject Drugs in Electronic Health Records
David Goodman‐Meza, Amber B. Tang, Babak Aryanfar et al. Open Forum Infectious Diseases, 2022. Cites: paper

Natural Language Processing in Nephrology
Tielman T. Van Vleck, Douglas R. Farrell, Lili Chan. Advances in Chronic Kidney Disease, 2022. Cites: paper

Prediction of Inhospital Mortality in Critically Ill Patients With Sepsis: Confirmation of the Added Value of 24-Hour Lactate to Acute Physiology and Chronic Health Evaluation IV
Meryem Baysan, M. Sesmu Arbous, Ewout Willem Steyerberg et al. Critical Care Explorations, 2022. Cites: paper

Subpopulation-specific machine learning prognosis for underrepresented patients with double prioritized bias correction
Sharmin Afrose, Wenjia Song, Charles B. Nemeroff et al. Communications Medicine, 2022. Cites: paper

DataWords: Getting Contrarian with Text, Structured Data and Explanations
Stephen I. Gallant, Mirza Nasir Hossain. Lecture notes in networks and systems, 2022. Cites: paper

Evaluating and Visualizing the Contribution of ECG Characteristic Waveforms for PPG-Based Blood Pressure Estimation
Gang Ma, Yuhang Chen, Wenliang Zhu et al. Micromachines, 2022. Cites: paper

Generative Adversarial Networks in Time Series: A Systematic Literature Review
Eoin Brophy, Zhengwei Wang, Qi She et al. ACM Computing Surveys, 2022. Cites: paper

The Association of Renin-Angiotensin System Blockades and Mortality in Patients with Acute Exacerbation of Chronic Obstructive Pulmonary Disease and Acute Respiratory Failure: A Retrospective Cohort Study
Zhishen Ruan, Dan Li, Yuanlong Hu et al. International Journal of COPD, 2022. Cites: paper

The treatment of sepsis: an episodic memory-assisted deep reinforcement learning approach
Dayang Liang, Huiyi Deng, Yunlong Liu. Applied Intelligence, 2022. Cites: paper

Combining Chains of Bayesian Models with Markov Melding
Andrew A. Manderson, Robert J. B. Goudie. Bayesian Analysis, 2022. Cites: paper

RETRACTED ARTICLE: Prediction of gestational diabetes based on explainable deep learning and fog computing
Nora Mahmoud El-Rashidy, Nesma E. ElSayed, Amir El-Ghamry et al. Soft Computing, 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. Scientific Reports, 2022. Cites: paper

Application of Machine Learning for Clinical Subphenotype Identification in Sepsis
Chang Hu, Yiming Li, Fengyun Wang et al. Infectious Diseases and Therapy, 2022. Cites: paper

BioGPT: generative pre-trained transformer for biomedical text generation and mining
Renqian Luo, Liai Sun, Yingce Xia et al. Briefings in Bioinformatics, 2022. Cites: paper

An artificial intelligence-based noninvasive solution to estimate pulmonary artery pressure
Jianwei Zheng, Islam Abudayyeh, Georgi Mladenov et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Artificial Intelligence-Based Medical Data Mining
Amjad Zia, Muzzamil Aziz, Ioana Popa et al. Journal of Personalized Medicine, 2022. Cites: paper

Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study
Ahmad Ayad, Ahmed Hallawa, Arne Peine et al. JMIR Medical Informatics, 2022. Cites: paper

OARD: Open annotations for rare diseases and their phenotypes based on real-world data
Cong Liu, Casey Ta, James M. Havrilla et al. The American Journal of Human Genetics, 2022. Cites: paper

Domain Generalization via Selective Consistency Regularization for Time Series Classification
Wenyu Zhang, Mohamed Ragab, Chuan-Sheng Foo. Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, 2022. Cites: paper

Text-guided visual representation learning for medical image retrieval systems
Guillaume Serieys, Camille Kurtz, Laure S Fournier et al. Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, 2022. Cites: paper

Association of longitudinal platelet count trajectory with ICU mortality: A multi-cohort study
Jiajin Chen, Xi Gao, Sipeng Shen et al. Frontiers in Immunology, 2022. Cites: paper

Hierarchical label-wise attention transformer model for explainable ICD coding
Leibo Liu, Oscar Perez‐Concha, Anthony N Nguyen et al. Journal of Biomedical Informatics, 2022. Cites: paper

A model-based hybrid soft actor-critic deep reinforcement learning algorithm for optimal ventilator settings
Shaotao Chen, Xihe Qiu, Xiaoyu Tan et al. Information Sciences, 2022. Cites: paper

Gender and ethnicity bias in medicine: a text analysis of 1.8 million critical care records
David M. Markowitz. PNAS Nexus, 2022. Cites: paper

Real-Time Cuffless Continuous Blood Pressure Estimation Using 1D Squeeze U-Net Model: A Progress toward mHealth
Tasbiraha Athaya, Sunwoong Choi. Biosensors, 2022. Cites: paper

Timing errors and temporal uncertainty in clinical databases—A narrative review
Andrew J. Goodwin, Danny Eytan, William Dixon et al. Frontiers in Digital Health, 2022. Cites: paper

Data-Driven Guided Attention for Analysis of Physiological Waveforms With Deep Learning
Jonathan Martinez, Zhale Nowroozilarki, Roozbeh Jafari et al. IEEE Journal of Biomedical and Health Informatics, 2022. Cites: paper

Inpatient Fall Prediction Models: A Scoping Review
Rex Parsons, Robin D. Blythe, Susanna M. Cramb et al. Gerontology, 2022. Cites: paper

Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models
Yanjun Gao, Dmitriy Dligach, Timothy A. Miller et al. PubMed, 2022. Cites: paper

A hybrid machine learning approach for early mortality prediction of ICU patients
Ardeshir Mansouri, Mohammadreza Noei, Mohammad Saniee Abadeh. Progress in Artificial Intelligence, 2022. Cites: paper

Association of serum total bilirubin and potential predictors with mortality in acute respiratory failure: A retrospective cohort study
Zhishen Ruan, Dan Li, Xianhai Chen et al. Heart & Lung, 2022. Cites: paper

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