Publications citing MIMIC-III Waveform Database Matched Subset v1.0

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

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

EHR STAR: The State‐Of‐the‐Art in Interactive EHR Visualization
Qiru Wang, Robert S. Laramee. Computer Graphics Forum, 2021. Cites: paper

FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data
Pengyuan Lu, Xian Li, Sooyong Jang et al. IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies, 2021. Cites: paper

Improving Deep Forest by Exploiting High-order Interactions
Yi-He Chen, Shen-Huan Lyu, Yuan Ying Jiang. Proceedings, 2021. Cites: paper

JLAN: medical code prediction via joint learning attention networks and denoising mechanism
Xingwang Li, Yijia Zhang, Faiz ul Islam et al. BMC Bioinformatics, 2021. Cites: paper

Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records
Shuai Niu, Qing Yin, Yunya Song et al. Proceedings, 2021. Cites: paper

Learning Invariant Representations with Missing Data
Mark Goldstein, Jörn-Henrik Jacobsen, Olina Chau et al. PubMed, 2021. Cites: paper

Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence Attention
Tak-Sung Heo, Yongmin Yoo, Yeongjoon Park et al. International Conference on Machine Learning and Applications, 2021. Cites: paper

MedTAG: a portable and customizable annotation tool for biomedical documents
Fabio Giachelle, Ornella Irrera, Gianmaria Silvello. BMC Medical Informatics and Decision Making, 2021. Cites: paper

Prediction of cardiac arrest in critically ill patients based on bedside vital signs monitoring
Yijing Li, Wenyu Ye, Kang Yang et al. Computer Methods and Programs in Biomedicine, 2021. Cites: paper

Predictive Modeling of Clinical Events with Mutual Enhancement Between Longitudinal Patient Records and Medical Knowledge Graph
Xu Xiao, Xian Xu, Yuyao Sun et al. Proceedings, 2021. Cites: paper

Prognostic value of the albumin-bilirubin score in critically ill patients with heart failure
Yanting Luo, Zexiong Li, Jinlai Liu et al. Annals of Palliative Medicine, 2021. Cites: paper

Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks
Hao Ming Peng, Ruitong Zhang, Yingtong Dou et al. ACM Transactions on Information Systems, 2021. Cites: paper

SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records
Chengxi Zang, Fei Wang. Proceedings, 2021. Cites: paper

Sequential Diagnosis Prediction with Transformer and Ontological Representation
Xueping Peng, Guodong Long, Tao Shen et al. Proceedings, 2021. Cites: paper

TaxoNERD: Deep neural models for the recognition of taxonomic entities in the ecological and evolutionary literature
Nicolas Le Guillarme, Wilfried Thuiller. Methods in Ecology and Evolution, 2021. Cites: paper

The potential for artificial intelligence to predict clinical outcomes in patients who have acquired acute kidney injury during the perioperative period
Breandan Kelly, Julio Leonel Chevarria, Barry O’Sullivan et al. Perioperative Medicine, 2021. Cites: paper

The Predictive Role of Systemic Inflammation Response Index (SIRI) in the Prognosis of Stroke Patients
Yihui Zhang, Zekun Xing, Kecheng Zhou et al. Clinical Interventions in Aging, 2021. Cites: paper

The Striking Need for Age Diverse Pulse Oximeter Databases
Mohamed Elgendi, R. Fletcher, Harshit Tomar et al. Frontiers in Medicine, 2021. Cites: paper

Towards Generating Real-World Time Series Data
Hengzhi Pei, Kan Ren, Yuqing Yang et al. Proceedings, 2021. Cites: paper

Towards Interpretability and Personalization: A Predictive Framework for Clinical Time-series Analysis
Yang Li, Xianli Zhang, Buyue Qian et al. Proceedings, 2021. Cites: paper

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