Publications citing MIMIC-III Clinical Database Demo v1.4

Evaluation of the neonatal sequential organ failure assessment and mortality risk in neonates with respiratory distress syndrome: A retrospective cohort study
Shanshan Shi, Jie Guo, Lihua Liao et al. Frontiers in Pediatrics, 2022. Cites: paper

Nonparametric Estimation of Repeated Densities with Heterogeneous Sample Sizes
Jiaming Qiu, Xiongtao Dai, Zhengyuan Zhu. Journal of the American Statistical Association, 2022. Cites: paper

“Note Bloat” impacts deep learning-based NLP models for clinical prediction tasks
Jinghui Liu, Daniel Capurro N, Anthony N Nguyen et al. Journal of Biomedical Informatics, 2022. Cites: paper

Optimizing the First Response to Sepsis: An Electronic Health Record-Based Markov Decision Process Model
Erik Rosenstrom, Sareh Meshkinfam, Julie Simmons Ivy et al. Decision Analysis, 2022. Cites: paper

Titration of Ventilator Settings to Target Driving Pressure and Mechanical Power
Elias Baedorf Kassis, Stephanie M. Hu, Mingyu Lu et al. Respiratory Care, 2022. Cites: paper

Accelerating Vertical Federated Learning
Dongqi Cai, Tao T. Fan, Yan Kang et al. IEEE Transactions on Big Data, 2022. Cites: paper

Enhancing Cross-lingual Biomedical Concept Normalization Using Deep Neural Network Pretrained Language Models
Ying-Chi Lin, Phillip Hoffmann, Erhard Rahm. SN Computer Science, 2022. Cites: paper

KTI-RNN: Recognition of Heart Failure from Clinical Notes
Dengao Li, Huiting Ma, Wenjing Li et al. Tsinghua Science & Technology, 2022. Cites: paper

Quantile Regression for Nonignorable Missing Data with Its Application of Analyzing Electronic Medical Records
Aiai Yu, Yujie Zhong, Xingdong Feng et al. Biometrics, 2022. Cites: paper

Deep Dynamic Patient Similarity Analysis: Model Development and Validation in ICU
Zhaohong Sun, Xudong Lü, Huilong Duan et al. Computer Methods and Programs in Biomedicine, 2022. Cites: paper

Knowledge Guided Multi-filter Residual Convolutional Neural Network for ICD Coding from Clinical Text
Zeyd Boukhers, Prantik Goswami, Jan Jürjens. Research Square, 2022. Cites: paper

Accurate Clinical and Biomedical Named Entity Recognition at Scale
Veysel Kocaman, David Talby. Software Impacts, 2022. Cites: paper

Conditional generation of medical time series for extrapolation to underrepresented populations
Simon Bing, Andrea Dittadi, Stefan Bauer et al. PLOS Digital Health, 2022. Cites: paper

Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
Peter H Charlton, Kevin Kotzen, Elisa Mejía‐Mejía et al. Physiological Measurement, 2022. Cites: paper

Integrating structured and unstructured data for timely prediction of bloodstream infection among children
Azade Tabaie, Evan William Orenstein, Swaminathan Kandaswamy et al. Pediatric Research, 2022. Cites: paper

Platelet transfusion and mortality in patients with sepsis‐induced thrombocytopenia: A propensity score matching analysis
Shanshan Wu, Qin Chen, Jingye Pan et al. Vox Sanguinis, 2022. Cites: paper

AttentionHCare: Advances on computer-aided medical prognosis using attention-based neural networks
Pedro H. F. De Barros, Jose Fernando Rodrigues Junior. International Joint Conference on Neural Networks (IJCNN), 2022. Cites: paper

INTEGRATE: A methodology to facilitate critical care research using multiple, linked electronic health records at population scale.
Rowena Griffiths, Laura Herbert, Ashley Akbari et al. International Journal for Population Data Science, 2022. Cites: paper

Joint Modeling of Document and Label with Clause Interaction Hypergraph for ICD Medical Code Assignment
Haoran Wu, Linghui Meng, Shuang Xu et al. International Joint Conference on Neural Networks (IJCNN), 2022. Cites: paper

Learning Point Processes using Recurrent Graph Network
Saurabh Dash, Xueyuan She, Saibal Mukhopadhyay. International Joint Conference on Neural Networks (IJCNN), 2022. Cites: paper

The association between blood albumin level and cardiovascular complications and mortality risk in ICU patients with CKD
Fengming Huang, Jinmao Fan, Xin Hua Wan et al. BMC Cardiovascular Disorders, 2022. Cites: paper

The relationship between hematocrit and serum albumin levels difference and mortality in elderly sepsis patients in intensive care units—a retrospective study based on two large database
Zichen Wang, Luming Zhang, Shaojin Li et al. BMC Infectious Diseases, 2022. Cites: paper

Towards An Integrated Framework for Neural Temporal Point Process
Qifu Hu, Zhoutian Feng, Daiyue Xue et al. International Joint Conference on Neural Networks (IJCNN), 2022. Cites: paper

Towards interpretable machine learning for clinical decision support
Bradley Walters, Sandra Ortega‐Martorell, Iván Olier et al. International Joint Conference on Neural Networks (IJCNN), 2022. Cites: paper

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

ReviewR: a light-weight and extensible tool for manual review of clinical records
David A Mayer, Luke V. Rasmussen, Christopher D. Roark et al. JAMIA Open, 2022. Cites: dataset

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

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