Publications citing MIMIC-III Waveform Database v1.0

Building an automated, machine learning-enabled platform for predicting post-operative complications
Jeremy A. Balch, Matthew M. Ruppert, Benjamin Shickel et al. Physiological Measurement, 2023. Cites: paper

Knowledge Graph Embeddings for ICU readmission prediction
Ricardo Miguel Serafim Carvalho, Daniela Oliveira, Cátia Pesquita. BMC Medical Informatics and Decision Making, 2023. Cites: paper

Towards Predicting Length of Stay and Identification of Cohort Risk Factors Using Self-Attention Based Transformers and Association Mining: Covid-19 as Phenotype
Fakhare Alam, Obieda Ananbeh, Khalid Mahmood Malik et al. Preprints.org, 2023. Cites: paper

Two-Step Approach for Occupancy Estimation in Intensive Care Units Based on Bayesian Optimization Techniques
José A. González‐Nóvoa, Laura Busto, Silvia Campanioni et al. Sensors, 2023. Cites: paper

Association between central venous pressure measurement and outcomes in critically ill patients with severe coma
Xin Tong, Xin Feng, Chuanzhi Duan et al. European journal of medical research, 2023. Cites: paper

Development and validation of a survival prediction model in elder patients with community-acquired pneumonia: a MIMIC-population-based study
Na Li, Wenli Chu. BMC Pulmonary Medicine, 2023. Cites: paper

Differentially Private Release of Heterogeneous Network for Managing Healthcare Data
Rashid Hussain Khokhar, Benjamin C. M. Fung, Farkhund Iqbal et al. ACM Transactions on Knowledge Discovery from Data, 2023. Cites: paper

A Comprehensive and Improved Definition for Hospital-Acquired Pressure Injury Classification Based on Electronic Health Records: Comparative Study
Mani Sotoodeh, Wenhui Zhang, Roy L. Simpson et al. JMIR Medical Informatics, 2023. Cites: paper

FedCare: Federated Learning for Resource-Constrained Healthcare Devices in IoMT System
Anshita Gupta, Sudip Misra, Nidhi Pathak et al. IEEE Transactions on Computational Social Systems, 2023. Cites: paper

Machine Learning-Based Mortality Prediction Model for Critically Ill Cancer Patients Admitted to the Intensive Care Unit (CanICU)
Ryoung‐Eun Ko, Jaehyeong Cho, Min‐Kyue Shin et al. Cancers, 2023. Cites: paper

MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format
Alex M Bennett, Hannes Ulrich, Philip van Damme et al. Journal of the American Medical Informatics Association, 2023. Cites: paper

Entropy Balancing for Causal Generalization with Target Sample Summary Information
Rui Chen, Guanhua Chen, Menggang Yu. Biometrics, 2023. Cites: paper

Machine learning-based prediction for outcomes of cardiac arrest in intensive care units: Model Development and Validation Study (Preprint)
Peifeng Ni, Sheng Zhang, Xiao Yan et al. 2023. Cites: paper

Clinical concept recognition: Evaluation of existing systems on EHRs
Juan Antonio Lossio-Ventura, Ran Sun, Sebastien Boussard et al. Frontiers in Artificial Intelligence, 2023. Cites: paper

Independent effects of the triglyceride-glucose index on all-cause mortality in critically ill patients with coronary heart disease: analysis of the MIMIC-III database
Rongting Zhang, Shanshan Shi, Weihua Chen et al. Cardiovascular Diabetology, 2023. Cites: paper

Relationship between serum sodium levels and all-cause mortality in congestive heart failure patients: A retrospective cohort study based on the Mimic-III database
Shixuan Peng, Jianxing Peng, Lianju Yang et al. Frontiers in Cardiovascular Medicine, 2023. Cites: paper

Natural Language Processing Applications for Computer-Aided Diagnosis in Oncology
Chengtai Li, Yiming Zhang, Ying Weng et al. Diagnostics, 2023. Cites: paper

Research frontiers and trends in the application of artificial intelligence to sepsis: A bibliometric analysis
Meng Tang, Fei Mu, Chen Cui et al. Frontiers in Medicine, 2023. Cites: paper

Knowledge-aware patient representation learning for multiple disease subtypes
Menglin Lu, Yujie Zhang, Suixia Zhang et al. Journal of Biomedical Informatics, 2023. Cites: paper

Optimal Sampling for Positive Only Electronic Health Record Data
Seong-ho Lee, Yanyuan Ma B, Ying Wei et al. Biometrics, 2023. Cites: paper

Characteristics and clinical outcomes of patients with lung cancer requiring ICU admission: a retrospective analysis based on the MIMIC-III database
Jie Qian, Ruoyan Qin, Liang Hong et al. Emergency Cancer Care, 2023. Cites: paper

Contribution of Timescale Patterns to Photoplethysmography-based Blood Pressure Estimation
Xiaoman Xing, Rui Huang, Chenyu Jiang et al. Research Square, 2023. Cites: paper

The Association of Proton Pump Inhibitors and QT Interval Prolongation in Critically Ill Patients
Weiguo Fan, Hualong Liu, Yang Shen et al. Cardiovascular Drugs and Therapy, 2023. Cites: paper

Association between hyperglycemia and adverse clinical outcomes of sepsis patients with diabetes
Shan Lin, Dingfeng Lai, Wanmei He. Frontiers in Endocrinology, 2023. Cites: paper

Clinical effectiveness of sodium bicarbonate therapy on mortality for septic patients with acute moderate lactic acidosis
Sai Huang, Bo Yang, Yaojun Peng et al. Frontiers in Pharmacology, 2023. Cites: paper

Prediction of extubation failure among low birthweight neonates using machine learning
Annamalai Natarajan, Grace Lam, Jingyi Liu et al. Journal of Perinatology, 2023. Cites: paper

Association between acute kidney injury and prognoses of cardiac surgery patients: Analysis of the MIMIC-III database
Chun Sun, Deqing Chen, Xin Jin et al. Frontiers in Surgery, 2023. Cites: paper

Contribution of Timescale Patterns to Photoplethysmography-based Blood Pressure Estimation
Xiaoman Xing, Rui Huang, Chenyu Jiang et al. Research Square, 2023. Cites: paper

Development of a novel tool: a nomogram for predicting in-hospital mortality of patients in intensive care unit after percutaneous coronary intervention
Miao Yuan, Bincheng Ren, Yu Wang et al. BMC Anesthesiology, 2023. Cites: paper

Federated electronic data capture (fEDC): Architecture and prototype
Matthias Ganzinger, Max Christian Blumenstock, Axel Fürstberger et al. Journal of Biomedical Informatics, 2023. Cites: paper

Fusion Model for Tentative Diagnosis Inference Based on Clinical Narratives
Ying Yu, Junwen Duan, Min Li. Tsinghua Science & Technology, 2023. Cites: paper

Natural language processing for clinical notes in dentistry: A systematic review
Farhana Pethani, Adam G. Dunn. Journal of Biomedical Informatics, 2023. Cites: paper

Secure Medical Data Collection in the Internet of Medical Things Based on Local Differential Privacy
Jinpeng Wang, Xiaohui Li. Electronics, 2023. Cites: paper

Use of Deep Learning for Continuous Prediction of Mortality for All Admissions in Intensive Care Units
Guangjian Zeng, Jinhu Zhuang, Haofan Huang et al. Tsinghua Science & Technology, 2023. Cites: paper

Mining for equitable health: Assessing the impact of missing data in electronic health records
Emily J. Getzen, Lyle Ungar, Danielle L. Mowery et al. Journal of Biomedical Informatics, 2023. Cites: paper

A nomogram for predicting the mortality of patients with type 2 diabetes mellitus complicated with acute kidney injury in the intensive care unit
Shizhen Liu, Chuangye Qiu, Xingai Li et al. BMC Anesthesiology, 2023. Cites: paper

Obesity is associated with postoperative outcomes in patients undergoing cardiac surgery: a cohort study
Xiaofeng Jiang, Jianbo Xu, Shuai Zhen et al. BMC Anesthesiology, 2023. Cites: paper

A Clinical Prediction Model to Predict albumin Treatment Outcomes and Provide Dosage Recommendations: Development and Validation Study
Bo Su, hui li. Research Square, 2023. Cites: paper

MIMIC-IV, a freely accessible electronic health record dataset
Alistair E. W. Johnson, Lucas Bulgarelli, Lu Shen et al. Scientific Data, 2023. Cites: paper

A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence
Maali Ibrahim Alabdulhafith, Hager Saleh, Hela Elmannai et al. IEEE Access, 2023. Cites: paper

A Deep Learning Approach Incorporating Data Missing Mechanism in Predicting Acute Kidney Injury in ICU
Yuan Zhang, Zhengbo Zhang, Xiaoli Liu et al. Lecture notes in computer science, 2023. Cites: paper

A diagnostic model based on routine blood examination for serious bacterial infections in neonates–a cross-sectional study
Runqiang Liang, Ziyu Chen, Shumei Yang et al. Epidemiology and Infection, 2023. Cites: paper

Advancing Federated Learning Through Novel Mechanism for Privacy Preservation in Healthcare Applications
Mohammed AbaOud, Muqrin A. Almuqrin, Mohammad Faisal Khan. IEEE Access, 2023. Cites: paper

Adversarial Auditing of Machine Learning Models under Compound Shift
Karan Bhanot, Dennis Wei, Ioana Baldini et al. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2023. Cites: paper

Adversarial Learning for Improved Patient Representations
Bharath Shankar, Carol Anne Hargreaves. Lecture notes in computer science, 2023. Cites: paper

A Feature Mapping Technique for Complex Data Object Generation With Likelihood and Deep Generative Approaches
Shashika Ranga Muramudalige, Anura P. Jayasumana, Haonan Wang. IEEE Access, 2023. Cites: paper

Analysis of Non-imaging Data
Nicolás Duchateau, Óscar Cámara, Rafael Sebastián et al. Springer eBooks, 2023. Cites: paper

Analysis of Time Series Data Generated From the Internet of Things Using Deep Learning Models
Polycarp Shizawaliyi Yakoi, Xiangfu Meng, Shuolin Cui et al. IEEE Access, 2023. Cites: paper

Analyzing the Impact of Tokenization on Multilingual Epidemic Surveillance in Low-Resource Languages
Stephen Mutuvi, Emanuela Boroş, Antoine Doucet et al. Lecture notes in computer science, 2023. Cites: paper

An Evaluation Metric for Prediction Stability with Imprecise Data
Ye Li, Mei Wang, Jianwen Su. Lecture notes in computer science, 2023. Cites: paper

Cited by