Publications citing MIMIC-III Waveform Database v1.0

A Robust Approach for Electronic Health Record–Based Case-Control Studies with Contaminated Case Pools
Guorong Dai, Yanyuan Ma B, Jill Hasler et al. Biometrics, 2022. Cites: paper

Association between Wait Time for Transthoracic Echocardiography and 28-Day Mortality in Patients with Septic Shock: A Cohort Study
Jiezhao Zheng, Qilin Yang, Tianyu Kong et al. Journal of Clinical Medicine, 2022. Cites: paper

ChromosomeNet: A massive dataset enabling benchmarking and building basedlines of clinical chromosome classification
Chengchuang Lin, Hanbiao Chen, Jiesheng Huang et al. Computational Biology and Chemistry, 2022. Cites: paper

Transforming unstructured digital clinical notes for improved health literacy
Shreyesh Doppalapudi, Tingyan Wang, Robin G. Qiu. Digital Transformation and Society, 2022. Cites: paper

Explainable Machine-Learning Model for Prediction of In-Hospital Mortality in Septic Patients Requiring Intensive Care Unit Readmission
Chang Hu, Lu Li, Yiming Li et al. Infectious Diseases and Therapy, 2022. Cites: paper

External validation of a machine learning model to predict hemodynamic instability in intensive care unit
Dung-Hung Chiang, Cong Tian, Jiang Zeyu et al. Critical Care, 2022. Cites: paper

Semiparametric Survival Analysis of 30-Day Hospital Readmissions with Bayesian Additive Regression Kernel Model
Sounak Chakraborty, Peng Zhao, Yilun Huang et al. Stats, 2022. Cites: paper

Systemic Inflammation Response Index Is a Promising Prognostic Marker in Elderly Patients With Heart Failure: A Retrospective Cohort Study
Xue Wang, Qingwei Ni, Jie Wang et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

A Comprehensive Framework for the Evaluation of Individual Treatment Rules From Observational Data
François Grolleau, François Petit, Raphaël Porcher. arXiv (Cornell University), 2022. Cites: paper

Internal and external validation of machine learning–assisted prediction models for mechanical ventilation–associated severe acute kidney injury
Sai Huang, Yue Teng, Jiajun Du et al. Australian Critical Care, 2022. Cites: paper

Association Between High Serum Anion Gap and All-Cause Mortality in Non-Traumatic Subarachnoid Hemorrhage: A Retrospective Analysis of the MIMIC-IV Database
Changli Zhong, Min Ye, Liyi Hu et al. Frontiers in Neurology, 2022. Cites: paper

Leveraging deep learning algorithms for synthetic data generation to design and analyze biological networks
Srisairam Achuthan, Rishov Chatterjee, Sourabh Kotnala et al. Journal of Biosciences, 2022. Cites: paper

Assessment of Racial and Ethnic Differences in Oxygen Supplementation Among Patients in the Intensive Care Unit
Eric Raphael Gottlieb, Jennifer Ziegler, Katharine Morley et al. JAMA Internal Medicine, 2022. Cites: paper

Characterization of Physiologic Patients' Response to Fluid Interventions in the Intensive Care Unit
Maximiliano Mollura, Claudia Salerni, Li-wei H. Lehman et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022. Cites: paper

Classifying nocturnal blood pressure patterns using photoplethysmogram features
Eoin Finnegan, Shaun M. Davidson, Mirae Harford et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022. Cites: paper

Detecting sepsis from photoplethysmography: strategies for dataset preparation
Sara Lombardi, Petri Partanen, Leonardo Bocchi. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022. Cites: paper

Development and validation of a clinical risk model to predict the hospital mortality in ventilated patients with acute respiratory distress syndrome: a population-based study
Weiyan Ye, Rujian Li, Hanwen Liang et al. BMC Pulmonary Medicine, 2022. Cites: paper

Energy-Based DCT Approach for PPG Compression
Shresth Gupta, Anurag Kumar Singh, Abhishek Sharma. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022. Cites: paper

Improving the Factual Accuracy of Abstractive Clinical Text Summarization using Multi-Objective Optimization
Amanuel Alambo, Tanvi Banerjee, Krishnaprasad Thirunarayan et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022. Cites: paper

Over-Sampling Effect in Pre-Training for Bidirectional Encoder Representations from Transformers (BERT) to Localize Medical BERT and Enhance Biomedical BERT (Preprint)
Shoya Wada, Toshihiro Takeda, Katsuki Okada et al. 2022. Cites: paper

Towards Remote Continuous Monitoring of Cytokine Release Syndrome
Michael J. Pettinati, Arad Lajevardi-Khosh, Kuldeep Singh Rajput et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022. Cites: paper

Using natural language processing to identify acute care patients who lack advance directives, decisional capacity, and surrogate decision makers
Jiyoun Song, Maxim Topaz, Aviv Y. Landau et al. PLoS ONE, 2022. Cites: paper

Exploiting Missing Value Patterns for a Backdoor Attack on Machine Learning Models of Electronic Health Records: Development and Validation Study
Byunggill Joe, Yong-Hyeon Park, Jihun Hamm et al. JMIR Medical Informatics, 2022. Cites: paper

JAN: Joint Attention Networks for Automatic ICD Coding
Yuzhou Wu, Zhigang Chen, Xin Yao et al. IEEE Journal of Biomedical and Health Informatics, 2022. Cites: paper

Prognostic Value of Systemic Immune-Inflammation Index among Critically Ill Patients with Acute Kidney Injury: A Retrospective Cohort Study
Lan Jia, Chen Li, Xueqing Bi et al. Journal of Clinical Medicine, 2022. Cites: paper

Triglyceride-glucose index linked to all-cause mortality in critically ill patients: a cohort of 3026 patients
Ying Liao, Rongting Zhang, Shanshan Shi et al. Cardiovascular Diabetology, 2022. Cites: paper

Trustworthy assertion classification through prompting
Song Wang, Liyan Tang, Akash Majety et al. Journal of Biomedical Informatics, 2022. Cites: paper

Cloud-IIoT-Based Electronic Health Record Privacy-Preserving by CNN and Blockchain-Enabled Federated Learning
Jafar Ahmad Abed Alzubi, Omar A. Alzubi, Ashish Pratap Singh et al. IEEE Transactions on Industrial Informatics, 2022. Cites: paper

The prognostic value of admission lymphocyte-to-monocyte ratio in critically ill patients with acute myocardial infarction
Yuanyuan Zhao, Chunshu Hao, Xiangwei Bo et al. BMC Cardiovascular Disorders, 2022. Cites: paper

Combining Machine Learning with a Rule-Based Algorithm to Detect and Identify Related Entities of Documented Adverse Drug Reactions on Hospital Discharge Summaries
Hui Xing Tan, Chun Hwee Desmond Teo, Pei San Ang et al. Drug Safety, 2022. Cites: paper

Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
Anirban Das, Timothy Castiglia, Shiqiang Wang et al. ACM Transactions on Intelligent Systems and Technology, 2022. Cites: paper

Exploring deep learning methods for recognizing rare diseases and their clinical manifestations from texts
Isabel Segura-Bédmar, David Camino-Perdones, Sara Guerrero‐Aspizua. BMC Bioinformatics, 2022. Cites: paper

MetaCare++: Meta-Learning with Hierarchical Subtyping for Cold-Start Diagnosis Prediction in Healthcare Data
Yanchao Tan, Carl Yang, Xiangyu Wei et al. International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022. Cites: paper

Prediction Models for One-Year Survival of Adult Patients with Acute Kidney Injury: A Longitudinal Study Based on the Data from the Medical Information Mart for Intensive Care III Database
Lifang Zhou, Laping Chu, Junqiong Peng et al. Evidence-based Complementary and Alternative Medicine, 2022. Cites: paper

Prediction of All-Cause Mortality Based on Stress/Rest Myocardial Perfusion Imaging (MPI) Using Deep Learning: A Comparison between Image and Frequency Spectra as Input
Da‐Chuan Cheng, Te‐Chun Hsieh, Yu-Ju Hsu et al. Journal of Personalized Medicine, 2022. Cites: paper

Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins?
Jeremy Georges-Filteau, Elisa Cirillo. Research Square, 2022. Cites: paper

Do We Need a Specific Corpus and Multiple High-Performance GPUs for Training the BERT Model? An Experiment on COVID-19 Dataset
Nontakan Nuntachit, Prompong Sugunnasil. Machine Learning and Knowledge Extraction, 2022. Cites: paper

HydaLearn
Sam Verboven, Muhammad Hafeez Chaudhary, Jeroen Berrevoets et al. Applied Intelligence, 2022. Cites: paper

Shifting machine learning for healthcare from development to deployment and from models to data
Angela Zhang, Lei Xing, James Zou et al. Nature Biomedical Engineering, 2022. Cites: paper

Sepsis subphenotyping based on organ dysfunction trajectory
Zhenxing Xu, Chengsheng Mao, Chang Su et al. Critical Care, 2022. Cites: paper

State-of-the-Art Deep Learning Methods on Electrocardiogram Data: Systematic Review
Γεώργιος Πετμεζάς, Leandros Stefanopoulos, Vassilis Kilintzis et al. JMIR Medical Informatics, 2022. Cites: dataset, paper

The obesity paradox for survivors of critically ill patients
Dawei Zhou, Chao Wang, Qing Lin et al. Critical Care, 2022. Cites: paper

A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate Time Series Classification
Ge Gao, Qitong Gao, Xi Yang et al. International Joint Conference on Artificial Intelligence, 2022. Cites: paper

Assuring the safety of AI-based clinical decision support systems: a case study of the AI Clinician for sepsis treatment
Paul Festor, Yan Jia, Anthony C. Gordon et al. BMJ Health & Care Informatics, 2022. Cites: paper

Chronic Disease Management with Personalized Lab Test Response Prediction
Suman Bhoi, Mong Li Lee, Wynne Hsu et al. International Joint Conference on Artificial Intelligence, 2022. Cites: paper

Classifying the lifestyle status for Alzheimer’s disease from clinical notes using deep learning with weak supervision
Zitao Shen, Dalton Schutte, Yoonkwon Yi et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

DRCNNTLe: A deep recurrent convolutional neural network with transfer learning through pre-trained embeddings for automated ICD coding
Sajida Raz Bhutto, Yifan Wu, Min Zeng et al. Methods, 2022. Cites: paper

FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction
Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2022. Cites: paper

Machine Learning Techniques Differentiate Alcohol-Associated Hepatitis From Acute Cholangitis in Patients With Systemic Inflammation and Elevated Liver Enzymes
Joseph C. Ahn, Yung‐Kyun Noh, Puru Rattan et al. Mayo Clinic Proceedings, 2022. Cites: paper

Quantifying Health Inequalities Induced by Data and AI Models
Honghan Wu, Aneeta Sylolypavan, Minhong Wang et al. International Joint Conference on Artificial Intelligence, 2022. Cites: paper

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