Publications citing MIMIC-III Clinical Database Demo v1.4

Association between albumin infusion and outcomes in patients with acute kidney injury and septic shock
Chenglong Ge, Qianyi Peng, Wei Chen et al. Scientific Reports, 2021. Cites: paper

External Validation of a Risk Score for Daily Prediction of Atrial Fibrillation among Critically Ill Patients with Sepsis
Justin M. Rucci, Nicholas A. Bosch, Emily Kate Quinn et al. Annals of the American Thoracic Society, 2021. Cites: paper

Serum Lactate/Albumin as a Predictor of In-Hospital Mortality in ICU Pancreatitis Patients: an Analysis of the MIMIC-III Database
Peng Bao, Xiaoli Cui, Haoliang Shen et al. Research Square, 2021. Cites: paper

Strategies to Address the Lack of Labeled Data for Supervised Machine Learning Training With Electronic Health Records: Case Study for the Extraction of Symptoms From Clinical Notes
Marie Humbert‐Droz, Pritam Mukherjee, Olivier Gevaert. JMIR Medical Informatics, 2021. Cites: paper

A practical and universal framework for generating publicly available medical notes of authentic quality via the power of crowds
Rina Kagawa, Yukino Baba, Hideo Tsurushima. IEEE International Conference on Big Data (BigData), 2021. Cites: paper

Method of non-invasive parameters for predicting the probability of early in-hospital death of patients in intensive care unit
Pingan Wang, Jiameng Xu, Chengyi Wang et al. Biomedical Signal Processing and Control, 2021. Cites: paper

Performance Profile of Transformer Fine-Tuning in Multi-GPU Cloud Environments
Edmon Begoli, Seung–Hwan Lim, Sudarshan Srinivasan. IEEE International Conference on Big Data (BigData), 2021. Cites: paper

Does Diabetes Mellitus Increase the Short- and Long-Term Mortality in Patients With Critical Acute Myocardial Infarction? Results From American MIMIC-III and Chinese CIN Cohorts
Shiqun Chen, Zhidong Huang, Liling Chen et al. Frontiers in Endocrinology, 2021. Cites: paper

Edge-Assisted Solutions for IoT-Based Connected Healthcare Systems: A Literature Review
Vahideh Hayyolalam, Moayad Aloqaily, Öznur Özkasap et al. IEEE Internet of Things Journal, 2021. Cites: paper

Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information
Zachary Flamholz, Andrew Crane‐Droesch, Lyle Ungar et al. Journal of Biomedical Informatics, 2021. Cites: paper

Change-Oriented Summarization of Temporal Scholarly Document Collections by Semantic Evolution Analysis
Naman Paharia, Muhammad Syafiq Mohd Pozi, Adam Jatowt. IEEE Access, 2021. Cites: paper

Development of a Lexicon for Pain
Jaya Chaturvedi, Aurelie Mascio, Sumithra U. Velupillai et al. Frontiers in Digital Health, 2021. Cites: paper

Dynamic Neural Graphs Based Federated Reptile for Semi-Supervised Multi-Tasking in Healthcare Applications
Anshul Thakur, Pulkit Sharma, David Andrew Clifton. IEEE Journal of Biomedical and Health Informatics, 2021. Cites: paper

Effectiveness of LODS, OASIS, and SAPS II to predict in-hospital mortality for intensive care patients with ST elevation myocardial infarction
Liang Wang, Zhengwei Zhang, Tianyang Hu. Scientific Reports, 2021. Cites: paper

Disease Named Entity Recognition in Medical Records: Analysis of Transfer Learning between Different Hospital Departments (Preprint)
Jong-Kang Lee, Jue-Ni Huang, Kun‐Ju Lin et al. 2021. Cites: paper

Differentially private synthetic medical data generation using convolutional GANs
Amirsina Torfi, Edward A. Fox, Chandan K. A. Reddy. Information Sciences, 2021. Cites: paper

Application of Machine Learning to Predict Acute Kidney Disease in Patients With Sepsis Associated Acute Kidney Injury
Jiawei He, Jin Lin, Meili Duan. Frontiers in Medicine, 2021. Cites: paper

Gender-sensitive word embeddings for healthcare
Shunit Agmon, Plia Gillis, Eric Horvitz et al. Journal of the American Medical Informatics Association, 2021. Cites: paper

A Hybrid Pooling Based Deep Learning Framework For Automated ICD Coding
Sajida Raz Bhutto, Yifan Wu, Ying Yu et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. Cites: paper

A Reproducible ETL Approach for Window-based Prediction of Acute Kidney Injury in Critical Care Unit and Some Preliminary Results with Support Vector Machines
Isabela A. Chiorean, Beatrice Amico, Carlo Combi et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. Cites: paper

CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering
Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. Cites: paper

Disease Correlation Enhanced Attention Network for ICD Coding
Ping Gu, Song Yang, Qiang Li et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. Cites: paper

Domain Adaptation for Trauma Mortality Prediction in EHRs with Feature Disparity
Xinlu Zhang, Shiyang Li, Zhuowei Cheng et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. Cites: paper

Early Prediction of Mortality in Critical Care Setting in Sepsis Patients Using Structured Features and Unstructured Clinical Notes
Jiyoung Shin, Yikuan Li, Yuan Luo. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. Cites: paper

Label-dependent and event-guided interpretable disease risk prediction using EHRs
Shuai Niu, Yunya Song, Qing Yin et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. Cites: paper

MAIN: Multimodal Attention-based Fusion Networks for Diagnosis Prediction
Ying An, Haojia Zhang, Yu Sheng et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. Cites: paper

Textual Data Augmentation for Patient Outcomes Prediction
Qiuhao Lu, Dejing Dou, Thien Huu Nguyen. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. Cites: paper

Characterization of Mayer-wave oscillations in functional near-infrared spectroscopy using a physiologically informed model of the neural power spectra
Robert Luke, Maureen J. Shader, David McAlpine. Neurophotonics, 2021. Cites: paper

Forecasting adverse surgical events using self-supervised transfer learning for physiological signals
Hugh Chen, Scott Lundberg, Gabriel Erion et al. npj Digital Medicine, 2021. Cites: paper

Access Control of EHR Records in a Heterogeneous Cloud Infrastructure
Zoltán Szabó, Vilmos Bilicki. Acta Cybernetica, 2021. Cites: paper

Differentially private synthetic mixed-type data generation for unsupervised learning
Uthaipon Tao Tantipongpipat, Chris Waites, Digvijay Boob et al. Intelligent Decision Technologies, 2021. Cites: paper

Conformal Time-series Forecasting
Kamile Stankeviciute, Ahmed M. Alaa, Mihaela van der Schaar. neural information processing systems, 2021. Cites: paper

Effects of Negation and Uncertainty Stratification on Text-Derived Patient Profile Similarity
Luke T. Slater, Andreas Karwath, Robert Hoehndorf et al. Frontiers in Digital Health, 2021. Cites: paper

Performance of Sequential Organ Failure Assessment and Simplified Acute Physiology Score II for Post-Cardiac Surgery Patients in Intensive Care Unit
Fei Xu, Weina Li, Cheng Zhang et al. Frontiers in Cardiovascular Medicine, 2021. Cites: paper

Reliable Decisions with Threshold Calibration
Roshni Sahoo, Shengjia Zhao, Alyssa Y. Chen et al. neural information processing systems, 2021. Cites: paper

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, 2021. Cites: paper

A contextual multi-task neural approach to medication and adverse events identification from clinical text
Sankaran Narayanan, Kaivalya Mannam, Pradeep Achan et al. Journal of Biomedical Informatics, 2021. Cites: paper

An Interpretable Early Dynamic Sequential Predictor for Sepsis-Induced Coagulopathy Progression in the Real-World Using Machine Learning
Ruixia Cui, Wenbo Hua, Kai Qu et al. Frontiers in Medicine, 2021. Cites: paper

Developing and verifying a multivariate model to predict the survival probability after coronary artery bypass grafting in patients with coronary atherosclerosis based on the MIMIC-III database
Chengzhuo Li, Fengshuo Xu, Didi Han et al. Heart & Lung, 2021. Cites: paper

Tri‐transformer Hawkes process via dot‐product attention operations with event type and temporal encoding
Zhiyan Song, Jian–wei Liu. Computational Intelligence, 2021. Cites: paper

A nomogram to predict in-hospital mortality for post-gastrointestinal resection surgery patients in intensive care units: A retrospective cohort study
Jing Qi, Yishu Tang, Huaizheng Liu et al. The American Journal of Surgery, 2021. Cites: paper

A weakly supervised model for the automated detection of adverse events using clinical notes
Josh Sanyal, Daniel L. Rubin, Imon Banerjee. Journal of Biomedical Informatics, 2021. Cites: paper

Intelligent physiological signal infosecurity: Case study in photoplethysmography (PPG) signal
Chia‐Hung Lin, Jian‐Xing Wu, Neng‐Sheng Pai et al. IET Signal Processing, 2021. Cites: paper

Learning Optimal Predictive Checklists
Haoran Zhang, Quaid Morris, Berk Ustun et al. arXiv (Cornell University), 2021. Cites: paper

Selective Prediction-Set Models with Coverage Rate Guarantees
Jean Feng, Arjun Sondhi, Jessica Perry et al. Biometrics, 2021. Cites: paper

A Comparison of Natural Language Processing Methods for the Classification of Lumbar Spine Imaging Findings Related to Lower Back Pain
Chethan Jujjavarapu, Vikas Rao Pejaver, Trevor Cohen et al. Academic Radiology, 2021. Cites: paper

A Nomogram Based on Comorbidities and Infection Location to Predict 30 Days Mortality of Immunocompromised Patients in ICU: A Retrospective Cohort Study
Xuequn Guo, Donghao Guo. International Journal of General Medicine, 2021. Cites: paper

Association of FIB-4 index and clinical outcomes in critically ill patients with acute kidney injury: a cohort study
Yiyi Shi, Rui Zheng, Jiejie Cai et al. BMC Gastroenterology, 2021. Cites: paper

Communication Efficient Tensor Factorization for Decentralized Healthcare Networks
Jing Ma, Qiuchen Zhang, Jian Lou et al. Proceedings, 2021. Cites: paper

Comparing the impact on the prognosis of acute myocardial infarction critical patients of using midazolam, propofol, and dexmedetomidine for sedation
Xiaowei Jiang, Min Yan. BMC Cardiovascular Disorders, 2021. Cites: paper

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