Publications citing MIMIC-III Waveform Database v1.0

Die ethische Aufsicht über die Datenwissenschaft im Gesundheitswesen
Stuart McLennan. Springer eBooks, 2021. Cites: paper

Machine Learning, Clinical Notes and Knowledge Graphs for Early Prediction of Acute Kidney Injury in the Intensive Care
Martijn C. Schut, Wei-Hsiang Hsu, Iacopo Vagliano. OSF Preprints (OSF Preprints), 2021. Cites: paper

Pre-trained Language Models in Biomedical Domain: A Systematic Survey
Benyou Wang, Qianqian Xie, Jiahuan Pei et al. arXiv (Cornell University), 2021. Cites: paper

Sepsis prediction, early detection, and identification using clinical text for machine learning: a systematic review
Melissa Y. Yan, Lise Tuset Gustad, Øystein Nytrø A. Journal of the American Medical Informatics Association, 2021. Cites: paper

Self-explaining Neural Network with Plausible Explanations.
Sayantan Kumar, Sean Yu, Andrew P. Michelson et al. arXiv (Cornell University), 2021. Cites: paper

ConflictClassifier: An Interpretable Pipeline to Identify Contradictions in Clinical Notes
Sharon Jiang. IEEE MIT Undergraduate Research Technology Conference (URTC), 2021. Cites: paper

Developing clinical prediction models when adhering to minimum sample size recommendations: The importance of quantifying bootstrap variability in tuning parameters and predictive performance
Glen Philip Martin, Richard D Riley, Professor Gary S. Collins et al. Statistical Methods in Medical Research, 2021. Cites: paper

Medical Dead-ends and Learning to Identify High-risk States and Treatments
Mehdi Fatemi, Taylor W. Killian, Jayakumar Subramanian et al. arXiv (Cornell University), 2021. Cites: paper

Digital signatures for early traumatic brain injury outcome prediction in the intensive care unit
Anil K. Palepu, Aditya Murali, Jenna L. Ballard et al. Scientific Reports, 2021. Cites: paper

Real-time multi-class signal quality assessment of photoplethysmography using machine learning technique
Pratyush Prasun, Sumitra Mukhopadhyay, Rajarshi Gupta. Measurement Science and Technology, 2021. Cites: paper

The OpenDeID corpus for patient de-identification
Jitendra Jonnagaddala, Aipeng Chen, Sean Batongbacal et al. Scientific Reports, 2021. Cites: paper

A Computational Framework to Analyze the Associations Between Symptoms and Cancer Patient Attributes Post Chemotherapy Using EHR Data
Xiao Luo, Priyanka Gandhi, Susan Storey et al. IEEE Journal of Biomedical and Health Informatics, 2021. Cites: paper

Nested Policy Reinforcement Learning.
Aishwarya Mandyam, Andrew Jones, Krzysztof Laudański et al. arXiv (Cornell University), 2021. Cites: paper

Admission Hyperglycemia Predicts Long-Term Mortality in Critically Ill Patients With Subarachnoid Hemorrhage: A Retrospective Analysis of the MIMIC-III Database
Dongliang Liu, Yiyang Tang, Qian Zhang. Frontiers in Neurology, 2021. Cites: paper

The Prognostic Value of Calcium in Post-Cardiovascular Surgery Patients in the Intensive Care Unit
Siwei Bi, Ruiqi Liu, Jingyi Li et al. Frontiers in Cardiovascular Medicine, 2021. Cites: paper

Transformation and Evaluation of the MIMIC Database in the OMOP Common Data Model: Development and Usability Study
Nicolás Paris, Antoine Lamer, Adrien Parrot. JMIR Medical Informatics, 2021. Cites: paper

Serum Total Bilirubin Level Is Associated With Hospital Mortality Rate in Adult Critically Ill Patients: A Retrospective Study
Zhouxin Yang, Xiaoling Lv, Jing Yan. Frontiers in Medicine, 2021. Cites: paper

VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models
Furui Cheng, Dongyu Liu, Fan Du et al. IEEE Transactions on Visualization and Computer Graphics, 2021. Cites: paper

Acute kidney injury detection using refined and physiological-feature augmented urine output
Sahar Alkhairy, Leo Anthony Celi, Mengling Feng et al. Scientific Reports, 2021. Cites: paper

Algorithm Fairness in AI for Medicine and Healthcare
Richard J. Chen, Tiffany Chen, Jana Lipková et al. arXiv (Cornell University), 2021. Cites: paper

Association Between Red Blood Cell Distribution Width-to-Albumin Ratio and Prognosis of Patients with Aortic Aneurysms
Jianyun Long, Xupin Xie, Dong Xu et al. International Journal of General Medicine, 2021. Cites: paper

Benchmarking feature selection methods with different prediction models on large-scale healthcare event data
Fan Zhang, Chunjie Luo, Chuanxin Lan et al. BenchCouncil Transactions on Benchmarks Standards and Evaluations, 2021. Cites: paper

Call for establishing benchmark science and engineering
Jianfeng Zhan. BenchCouncil Transactions on Benchmarks Standards and Evaluations, 2021. Cites: paper

Comparison of prognosis predictive value of 4 disease severity scoring systems in patients with acute respiratory failure in intensive care unit
Wencheng Huang, Hong-Jian Xie, Hong-Tao Fan et al. Medicine, 2021. Cites: paper

Coral assemblages at higher latitudes favour short-term potential over long-term performance
James Cant, James Davis Reimer, Brigitte Sommer et al. bioRxiv (Cold Spring Harbor Laboratory), 2021. Cites: paper

GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition
Shih-Cheng Huang, Liyue Shen, Matthew P. Lungren et al. IEEE/CVF International Conference on Computer Vision (ICCV), 2021. Cites: paper

Sequen-C: A Multilevel Overview of Temporal Event Sequences
Jessica Magallanes, Tony Stone, Paul Morris et al. IEEE Transactions on Visualization and Computer Graphics, 2021. Cites: paper

Value of early critical care transthoracic echocardiography for patients undergoing mechanical ventilation: a retrospective study
Hao Jiang, Wen Xu, Wenjing Chen et al. BMJ Open, 2021. Cites: paper

Varying association of laboratory values with reference ranges and outcomes in critically ill patients: an analysis of data from five databases in four countries across Asia, Europe and North America
Haoran Xu, Louis Agha-Mir-Salim, Zachary O’Brien et al. BMJ Health & Care Informatics, 2021. Cites: paper

A disease-specific language representation model for cerebrovascular disease research
Ching-Heng Lin, Kai-Cheng Hsu, Chih‐Kuang Liang et al. Computer Methods and Programs in Biomedicine, 2021. Cites: paper

Effect of ondansetron on reducing ICU mortality in patients with acute kidney injury
Xiaojiang Guo, Xiguang Qi, Peihao Fan et al. Scientific Reports, 2021. Cites: paper

Magic bullets: Drug repositioning and drug combinations
Jaswanth Yella, Anil Goud Jegga. Elsevier eBooks, 2021. Cites: paper

Multi-granular Legal Topic Classification on Greek Legislation
Christos Papaloukas, Ilias Chalkidis, Konstantinos Athinaios et al. arXiv (Cornell University), 2021. Cites: paper

An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome
Chadi Barakat, Sebastian Johannes Fritsch, Morris Riedel et al. International Convention on Information and Communication Technology, Electronics and Microelectronics, 2021. Cites: paper

MeSIN: Multilevel selective and interactive network for medication recommendation
Yang An, Liang Zhang, Mao You et al. Knowledge-Based Systems, 2021. Cites: paper

Multi-faceted semantic clustering with text-derived phenotypes
Luke T. Slater, John Alexander Williams, Andreas Karwath et al. Computers in Biology and Medicine, 2021. Cites: paper

Risk Factors Associated With Nonfatal Opioid Overdose Leading to Intensive Care Unit Admission: A Cross-sectional Study
Avijit Mitra, Hiba Ahsan, Wenjun Li et al. JMIR Medical Informatics, 2021. Cites: paper

Admission white blood cell count predicts post-discharge mortality in patients with acute aortic dissection: data from the MIMIC-III database
Chiyuan Zhang, Zuli Fu, Hui Bai et al. BMC Cardiovascular Disorders, 2021. Cites: paper

A recurrent neural network-based predictive model for pressure ulcers based on an intensive care unit dataset (MIMIC-III) (Preprint)
Minseop Park, Hyeok Choi, Hee-Sung Ahn et al. 2021. Cites: paper

Elastic statistical analysis of interval-valued time series
Honggang Zhang, Jingyong Su, Linlin Tang et al. Journal of Applied Statistics, 2021. Cites: paper

FAIR enough? A perspective on the status of nucleotide sequence data and metadata on public archives
Christiane Hassenrück, Tobias Poprick, Véronique Helfer et al. bioRxiv (Cold Spring Harbor Laboratory), 2021. Cites: paper

Predicting the Risk of Death for Sepsis Based on Within-Class Mixup and Lightgbm
Xun Wang, Yagang Wang, Yulong Hao. 2021 4th International Conference on Artificial Intelligence and Pattern Recognition, 2021. Cites: paper

Prognostic Association Between Perioperative Red Blood Cell Transfusion and Postoperative Cardiac Surgery Outcomes
Yanxiu Li, Iokfai Cheang, Zhongwen Zhang et al. Frontiers in Cardiovascular Medicine, 2021. Cites: paper

Association between anion gap and mortality of aortic aneurysm in intensive care unit after open surgery
Yijing Gao, Zilin Hong, Runnan Shen et al. BMC Cardiovascular Disorders, 2021. Cites: paper

Relationship Between First 24-h Mean Body Temperature and Clinical Outcomes of Post-cardiac Surgery Patients
Fei Xu, Cheng Zhang, Chao Liu et al. Frontiers in Cardiovascular Medicine, 2021. Cites: paper

A keyphrase-based approach for interpretable ICD-10 code classification of Spanish medical reports
Andrés Duque, Hermenegildo Fabregat, Lourdes Araujo et al. Artificial Intelligence in Medicine, 2021. Cites: paper

Circadian variation in new-onset atrial fibrillation in patients in ICUs
Jonathan Bedford, Oliver Redfern, Alistair E. W. Johnson et al. Journal of Critical Care, 2021. Cites: paper

Clinical impact of visually assessed right ventricular dysfunction in patients with septic shock
Hiroaki Hiraiwa, Daisuke Kasugai, Masayuki Ozaki et al. Scientific Reports, 2021. Cites: paper

Learning Predictive and Interpretable Timeseries Summaries from ICU Data
Nari Johnson, Sonali Parbhoo, Andrew Slavin Ross et al. PubMed Central, 2021. Cites: paper

Self-Supervised Graph Learning With Hyperbolic Embedding for Temporal Health Event Prediction
Chang Hua Lu, Chandan K. A. Reddy, Yue Ning. IEEE Transactions on Cybernetics, 2021. Cites: paper

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