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

External 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, 2022. Cites: paper

Intra‐aortic balloon pump in cardiogenic shock: A propensity score matching analysis
Sheng Yuan, Jining He, Zhongxing Cai et al. Catheterization and Cardiovascular Interventions, 2022. Cites: paper

CHIMERA: A 0.92-TOPS, 2.2-TOPS/W Edge AI Accelerator With 2-MByte On-Chip Foundry Resistive RAM for Efficient Training and Inference
Kartik Prabhu, Albert Gural, Zainab F. Khan et al. IEEE Journal of Solid-State Circuits, 2022. Cites: paper

Measurement of Vital Signs Using Lifelight® Remote Photoplethysmography: results of the VISION-D and VISION-V observational studies (Preprint)
Emily Heiden, Tom Jones, Annika Brogaard Maczka et al. 2022. Cites: paper

New JBI policy emphasizes clinically-meaningful novel machine learning methods
Allan Tucker, Thomas Kannampallil, Samah Jamal Fodeh et al. Journal of Biomedical Informatics, 2022. Cites: paper

Peeking into a black box, the fairness and generalizability of a MIMIC-III benchmarking model
Eliane Röösli, Selen Bozkurt, Tina Hernandez‐Boussard. Scientific Data, 2022. Cites: paper

Mortality, disease progression, and disease burden of acute kidney injury in alcohol use disorder subpopulation
Jenish Maharjan, Sidney Le, Abigail Green‐Saxena et al. The American Journal of the Medical Sciences, 2022. Cites: paper

Deep survival algorithm based on nuclear norm
Jianyang Tong, Xuejing Zhao. Journal of Statistical Computation and Simulation, 2022. Cites: paper

External validation of a deep learning prediction model for in-hospital mortality among ICU patients
Shangping Zhao, Pan Liu, Guanxiu Tang et al. IEEE International Conference on Power, Electronics and Computer Applications (ICPECA), 2022. Cites: paper

Mechanical power of ventilation is associated with mortality in neurocritical patients: a cohort study
Xiaofeng Jiang, Yanhong Zhu, Shuai Zhen et al. Journal of Clinical Monitoring and Computing, 2022. Cites: paper

Prognostic value of hyperuricemia for patients with sepsis in the intensive care unit
Shizhen Liu, Zhihua Zhong, Fanna Liu. Scientific Reports, 2022. Cites: paper

Unifying Diagnosis Identification and Prediction Method Embedding the Disease Ontology Structure From Electronic Medical Records
Jingfeng Chen, Chonghui Guo, Menglin Lu et al. Frontiers in Public Health, 2022. Cites: paper

Machine learning model for predicting acute kidney injury progression in critically ill patients
Canzheng Wei, Lifan Zhang, Yunxia Feng et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

The Secondary Use of Electronic Health Records for Data Mining: Data Characteristics and Challenges
Tabinda Sarwar, Sattar Seifollahi, Jeffrey Chan et al. ACM Computing Surveys, 2022. Cites: paper

Atrial Fibrillation Is Not an Independent Determinant of Mortality Among Critically Ill Acute Ischemic Stroke Patients: A Propensity Score-Matched Analysis From the MIMIC-IV Database
Chen-Shu Wu, Po‐Huang Chen, Shu‐Hao Chang et al. Frontiers in Neurology, 2022. Cites: paper

Privacy preserving framework using Gaussian mutation based firebug optimization in cloud computing
K. Anand, A. Vijayaraj, M. Vijay Anand. The Journal of Supercomputing, 2022. Cites: paper

Prognostic value of the lactate–albumin difference for predicting in-hospital mortality in critically ill patients with sepsis
Gülbin Töre Altun, Mustafa Kemal Arslantaş, Pelin Çorman Dinçer et al. Marmara medical journal, 2022. Cites: paper

The potential effect of blood glucose on the obesity paradox in patients with severe stroke: a retrospective observational study
Zisheng Ma, Shunxian Li, Xinjiang Lin. Research Square, 2022. Cites: paper

Evaluating pointwise reliability of machine learning prediction
Giovanna Nicora, Miguel Rios, Ameen Abu–Hanna et al. Journal of Biomedical Informatics, 2022. Cites: paper

A Deep Learning Program to Predict Acute Kidney Injury
Xiaoqiang Li. Studies in health technology and informatics, 2022. Cites: paper

Machine Learning, Clinical Notes and Knowledge Graphs for Early Prediction of Acute Kidney Injury in the Intensive Care
Iacopo Vagliano, Wei-Hsiang Hsu, Martijn C. Schut. Studies in health technology and informatics, 2022. Cites: paper

An explainable machine learning framework for lung cancer hospital length of stay prediction
Belal Saeed Alsinglawi, Osama Alshari, Mohammed Sayel Alorjani et al. Scientific Reports, 2022. Cites: paper

Comparison of different feature extraction methods for applicable automated ICD coding
Zhao Shuai, Xiaolin Diao, Jing Yuan et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

Effects of Transthoracic Echocardiography on the Prognosis of Patients with Acute Respiratory Distress Syndrome: A Propensity Score Matched Analysis of the MIMIC-III Database
Daoran Dong, Yan Wang, Chan Wang et al. Research Square, 2022. Cites: paper

Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling
Sean Yu, Mackenzie R. Hofford, Albert M. Lai et al. Journal of the American Medical Informatics Association, 2022. Cites: paper

Role of Empiric Antifungal Therapy in Patients with Perforated Peptic Ulcers
Majid Z. Chammas, Khaled Abdul Jawad, Rebecca A. Saberi et al. Surgical Infections, 2022. Cites: paper

Association of hyperchloremia with all-cause mortality in patients admitted to the surgical intensive care unit: a retrospective cohort study
Keke Song, Tingting Yang, Wei Gao. BMC Anesthesiology, 2022. Cites: paper

Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing
Sifei Han, Robert F. Zhang, Lingyun Shi et al. Journal of Biomedical Informatics, 2022. Cites: paper

Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation
Ece Isik-Polat, Görkem Polat, Altan Koçyiğit et al. OpenMETU (Middle East Technical University), 2022. Cites: paper

Random Forest Based Blood Pressure Prediction Model from ECG And PPG Signal
Haoyan Wang. International Conference on Bioscience, Biochemistry and Bioinformatics (ICBBB), 2022. Cites: paper

Risk factor analysis and nomogram for predicting in-hospital mortality in ICU patients with sepsis and lung infection
Yinlong Ren, Luming Zhang, Fengshuo Xu et al. BMC Pulmonary Medicine, 2022. Cites: paper

Standardized Health data and Research Exchange (SHaRE): promoting a learning health system
Sierra Davis, Louis Ehwerhemuepha, William W. Feaster et al. JAMIA Open, 2022. Cites: paper

Construction and Validation of a Risk Prediction Model for Acute Kidney Injury in Patients Suffering from Septic Shock
Suru Yue, Shasha Li, Xueying Huang et al. Disease Markers, 2022. Cites: paper

Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patients
Maria Mahbub, Sudarshan Srinivasan, Ioana Danciu et al. PLoS ONE, 2022. Cites: paper

Favorable Outcomes of Anticoagulation With Unfractioned Heparin in Sepsis-Induced Coagulopathy: A Retrospective Analysis of MIMIC-III Database
Jiang-Chen Peng, Fang Nie, Yujie Li et al. Frontiers in Medicine, 2022. Cites: paper

A 3-Window Framework for the Discovery and Interpretation of Predictive Temporal Functional Dependencies
Beatrice Amico, Carlo Combi. Lecture notes in computer science, 2022. Cites: paper

A Day-to-Day Approach for Automating the Hospital Course Section of the Discharge Summary.
Vince Hartman, Thomas R. Campion. PubMed Central, 2022. Cites: paper

Additional file 1 of Association of latent class analysis-derived subphenotypes of acute kidney injury with mortality in critically ill patients with cardiovascular disease: a retrospective cohort study
Huang, Yongqing, Zhanchao Xiao, Yong Xie et al. Figshare, 2022. Cites: paper

A Deep Learning Based Approach to Automate Clinical Coding of Electronic Health Records
Ashutosh Kumar, Santosh Singh Rathore. Lecture notes in computer science, 2022. Cites: paper

A Detailed Schematic Study on AI in managing Hypertension: A Position Paper
Pramod Rout, Manaswini Pradhan, Lalitendu Rout. SSRN Electronic Journal, 2022. Cites: paper

Advances in Cuffless Continuous Blood Pressure Monitoring Technology Based on PPG Signals
Caijie Qin, Xiaohua Wang, Guangjun Xu et al. BioMed Research International, 2022. Cites: paper

AI-Driven Clinical Decision Support: Enhancing Disease Diagnosis Exploiting Patients Similarity
Carmela Comito, Deborah Falcone, Agostino Forestiero A. IEEE Access, 2022. Cites: paper

A Knowledge-Guided Method for Disease Prediction Based on Attention Mechanism
Yuanzhi Liang, Haofen Wang, Wenqiang Zhang. Lecture notes in computer science, 2022. Cites: paper

Algorithmic fairness datasets: the story so far
Alessandro Fabris, Messina S., Gianmaria Silvello et al. ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/), 2022. Cites: paper

A Machine Learning Approach for Predicting the Death Time and Mortality
Abhishek Sharma, Digbijoy Dasgupta, Shreya Bose et al. Algorithms for intelligent systems, 2022. Cites: paper

A Machine Learning Pipeline for Mortality Prediction in the ICU
Yang Sun, Yi‐Hui Zhou. International Journal of Digital Health, 2022. Cites: paper

A Multi-Headed Transformer Approach for Predicting the Patient’s Clinical Time-Series Variables From Charted Vital Signs
Gaspard Harerimana, Jong Wook Kim, Beakcheol Jang. IEEE Access, 2022. Cites: paper

An Adversarial Perspective on Accuracy, Robustness, Fairness, and Privacy: Multilateral-Tradeoffs in Trustworthy ML
Alex Gittens, Bülent Yener, Moti M. Yung. IEEE Access, 2022. Cites: paper

AnEMIC: A Framework for Benchmarking ICD Coding Models
Ju-Yong Kim, Abheesht Sharma, Suhas Shanbhogue et al. Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP), 2022. Cites: paper

An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups
Heereen Shim, Dietwig Lowet, Stijn Luca et al. Clinical Natural Language Processing Workshop (ClinicalNLP), 2022. Cites: paper

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