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

Stroke mortality prediction based on ensemble learning and the combination of structured and textual data
Rui Huang, Jundong Liu, Tsz Kin Wan et al. Computers in Biology and Medicine, 2022. Cites: paper

Benchmarking emergency department prediction models with machine learning and public electronic health records
Feng Xie, Jun Rong Zhou, Jin Wee Lee et al. Scientific Data, 2022. Cites: paper

Common data model for COVID-19 datasets
Philipp Wegner, Geena Mariya Jose, Vanessa Lage‐Rupprecht et al. Bioinformatics, 2022. Cites: paper

Non-invasive blood pressure estimation combining deep neural networks with pre-training and partial fine-tuning
Ziyan Meng, Xuezhi Yang, Xuenan Liu et al. Physiological Measurement, 2022. Cites: paper

Competencies and Curricula Across the Spectrum of Learners for Biomedical and Health Informatics
William Hersh. Studies in health technology and informatics, 2022. Cites: paper

Deep Learning Model for Blood Pressure Estimation from PPG Signal
Minseong Kim, Hyeonjeong Lee, Kwang‐Yong Kim et al. IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2022. Cites: paper

Explainable AI for clinical and remote health applications: a survey on tabular and time series data
Flavio Di Martino, Franca Delmastro. Artificial Intelligence Review, 2022. Cites: paper

Semi-Automated Approach for Building Event Logs for Process Mining from Relational Database
Jaciel David Hernandez-Resendiz, Edgar Tello-Leal, Ulises Manuel Ramirez-Alcocer et al. Applied Sciences, 2022. Cites: paper

Simulation of a machine learning enabled learning health system for risk prediction using synthetic patient data
Anjun Chen, Drake O. Chen. Scientific Reports, 2022. Cites: paper

BioKnowPrompt: Incorporating imprecise knowledge into prompt-tuning verbalizer with biomedical text for relation extraction
Qing Li, Yichen Wang, Tao You et al. Information Sciences, 2022. Cites: paper

Enteral nutrition improves the prognosis and immune nutritional status of patients in the cardiothoracic surgery recovery unit: A propensity score–matched analysis
Chao Zheng, Qiyue Ge, Chao Luo et al. Clinical Nutrition, 2022. Cites: paper

MERGE: A Multi-graph Attentive Representation learning framework integrating Group information from similar patients
Ying An, Runze Li, Xianlai Chen. Computers in Biology and Medicine, 2022. Cites: paper

Transformer-based models for ICD-10 coding of death certificates with Portuguese text
Isabel Coutinho, Bruno Martins. Journal of Biomedical Informatics, 2022. Cites: paper

Extraction and Quantification of Words Representing Degrees of Diseases: Combining the Fuzzy C-Means Method and Gaussian Membership
Feng Han, Ziheng Zhang, Hongjian Zhang et al. JMIR Formative Research, 2022. Cites: paper

Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling
Junyuan Hong, Lingjuan Lyu, Jiayu Zhou et al. PubMed, 2022. Cites: paper

Association between fluid balance and mortality for heart failure and sepsis: a propensity score-matching analysis
Bufan Zhang, Shaohua Guo, Zean Fu et al. BMC Anesthesiology, 2022. Cites: paper

Automated clinical coding: what, why, and where we are?
Hang Dong, Matúš Falis, William N. Whiteley et al. npj Digital Medicine, 2022. Cites: paper

A Survey on Medical Explainable AI (XAI): Recent Progress, Explainability Approach, Human Interaction and Scoring System
Ruey‐Kai Sheu, Mayuresh Sunil Pardeshi. Sensors, 2022. Cites: paper

Blood Pressure Measurement: From Cuff-Based to Contactless Monitoring
Ping-Kwan Man, Kit-Leong Cheung, Nawapon Sangsiri et al. Healthcare, 2022. Cites: paper

CORRELATION BETWEEN RED BLOOD CELL DISTRIBUTION WIDTH–TO–PLATELET RATIO AND MORTALITY IN PATIENTS WITH ACUTE RESPIRATORY DISTRESS SYNDROME: A RETROSPECTIVE COHORT STUDY
Tao Qin, Lin Liao, Liao Pinhu. Shock, 2022. Cites: paper

Effects of noise and filtering strategies on the extraction of pulse rate variability from photoplethysmograms
Elisa Mejía‐Mejía, Panicos A. Kyriacou. Biomedical Signal Processing and Control, 2022. Cites: paper

Lifting Hospital Electronic Health Record Data Treasures: Challenges and Opportunities
Alexander Maletzky, Carl Böck, Thomas Tschoellitsch et al. JMIR Medical Informatics, 2022. Cites: paper

Machine learning and medicine- a brief introduction
Benjamin D. Lee, Christopher Peterson. The Southwest Respiratory and Critical Care Chronicles, 2022. Cites: paper

Predicting in-hospital mortality for MIMIC-III patients: A nomogram combined with SOFA score
Ran Liu, Haiwang Liu, Ling Li et al. Medicine, 2022. Cites: paper

Association between albumin infusion and septic patients with coronary heart disease: A retrospective study based on medical information mart for intensive care III database
Zhiwen Ye, Ming Gao, Chenglong Ge et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Body mass index, blood glucose, and mortality in patients with ischemic stroke in the intensive care unit: A retrospective cohort study
Zisheng Ma, Shunxian Li, Xinjiang Lin. Frontiers in Neuroscience, 2022. Cites: paper

Construction and validation of a nomogram for predicting survival in elderly patients with cardiac surgery
Tonghui Xie, Qi Xin, Xing Zhang et al. Frontiers in Public Health, 2022. Cites: paper

Thiamine supplementation may be associated with improved prognosis in patients with sepsis
Luming Zhang, Feng Zhang, Shaojin Li et al. British Journal Of Nutrition, 2022. Cites: paper

Algorithmic fairness audits in intensive care medicine: artificial intelligence for all?
Davy van de Sande, Jasper van Bommel, Eline Fung Fen Chung et al. Critical Care, 2022. Cites: paper

Um método automático para rotulagem de documentos médicos e categorização
Orrana L. V. de Sousa, Deborah M. V. Magalhães, Victor Eulálio Sousa Campêlo et al. iSys - Brazilian Journal of Information Systems, 2022. Cites: paper

A Quantitative Approach and Preliminary Application in Healthy Subjects and Patients with Valvular Heart Disease for 24-h Breathing Patterns Analysis Using Wearable Devices
Jiachen Wang, Zhicheng Yang, Yuqiang Wang et al. IEEE International Conference on E-health Networking, Application & Services (HealthCom), 2022. Cites: paper

Biological signatures and prediction of an immunosuppressive status—persistent critical illness—among orthopedic trauma patients using machine learning techniques
Mingxing Lei, Zhencan Han, Shengjie Wang et al. Frontiers in Immunology, 2022. Cites: paper

Deep learning for rare disease: A scoping review
Jung Hwan Lee, Cong Liu, Junyoung Kim et al. Journal of Biomedical Informatics, 2022. Cites: paper

Event-Based Clinical Finding Extraction from Radiology Reports with Pre-trained Language Model
Wilson Lau, Kevin Lybarger, Martin L. D. Gunn et al. Journal of Imaging Informatics in Medicine, 2022. Cites: paper

U-Shaped Association Between Body Mass Index and Ejection Fraction in Intensive Care Unit Patients with Heart Failure
Hualong Liu, Ying Huang, Wen Zhuo et al. ESC Heart Failure, 2022. Cites: paper

Confidence-Guided Learning Process for Continuous Classification of Time Series
Chenxi Sun, Moxian Song, Derun Cai et al. ACM International Conference on Information and Knowledge Management (CIKM), 2022. Cites: paper

Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units
Derun Cai, Moxian Song, Chenxi Sun et al. ACM International Conference on Information and Knowledge Management (CIKM), 2022. Cites: paper

Leveraging Multiple Types of Domain Knowledge for Safe and Effective Drug Recommendation
Jialun Wu, Buyue Qian, Yang Li et al. ACM International Conference on Information and Knowledge Management (CIKM), 2022. Cites: paper

Predicting medical events and ICU requirements using a multimodal multiobjective transformer network
Sudeshna Jana, Tirthankar Dasgupta, Lipika Dey. Experimental Biology and Medicine, 2022. Cites: paper

DeepMPM: a mortality risk prediction model using longitudinal EHR data
Fan Yang, Jian Zhang, Wanyi Chen et al. BMC Bioinformatics, 2022. Cites: paper

Drug Treatment Effect Model Based on MODWT and Hawkes Self-Exciting Point Process
Xiaokai Nie, Xin Zhao. Computational and Mathematical Methods in Medicine, 2022. Cites: paper

Enriching Biomedical Knowledge for Low-resource Language Through Translation
Long Phan, Tai Dang, Hieu Tran et al. bioRxiv (Cold Spring Harbor Laboratory), 2022. Cites: paper

Natural language processing (NLP) aided qualitative method in health research
Cheligeer Cheligeer, Lin Yang, Tannistha Nandi et al. Journal of Integrated Design and Process Science, 2022. Cites: paper

DCSF: Deep Convolutional Set Functions for Classification of Asynchronous Time Series
Vijaya Krishna Yalavarthi, Johannes Burchert, Lars Schmidt-Thieme. IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2022. Cites: paper

Duration of photoplethysmographic signals for the extraction of Pulse Rate Variability Indices
Elisa Mejía‐Mejía, Panicos A. Kyriacou. Biomedical Signal Processing and Control, 2022. Cites: paper

TextC/R/RCNN for multi-label classification based ICD coding
Xu Han. International Conference on Cloud Computing, Performance Computing, and Deep Learning (CCPCDL), 2022. Cites: paper

Concepts encoding via knowledge-guided self-attention networks
Kunnan Geng, Xin Li, Wenyao Zhang. International Conference on Digital Image Processing, 2022. Cites: paper

Interpretable machine learning for 28-day all-cause in-hospital mortality prediction in critically ill patients with heart failure combined with hypertension: A retrospective cohort study based on medical information mart for intensive care database-IV and eICU databases
Shengxian Peng, Jian Huang, Xiaozhu Liu et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Postoperative anion gap associates with short- and long-term mortality after cardiac surgery: A large-scale cohort study
Jiajing Li, Yu Tian, Lingzhi Wang et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Prediction of persistent acute kidney injury in postoperative intensive care unit patients using integrated machine learning: a retrospective cohort study
Xuandong Jiang, Yongxia Hu, Shan Guo et al. Scientific Reports, 2022. Cites: paper

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