Publications citing MIMIC-III Clinical Database Demo v1.4

Assigning diagnosis codes using medication history
Emil Riis Hansen, Tomer Sagi, Katja Hose et al. Artificial Intelligence in Medicine, 2022. Cites: paper

Guiding Efficient, Effective, and Patient-Oriented Electrolyte Replacement in Critical Care: An Artificial Intelligence Reinforcement Learning Approach
Niranjani Prasad, Aishwarya Mandyam, Corey Chivers et al. Journal of Personalized Medicine, 2022. Cites: paper

ICU Cockpit: a platform for collecting multimodal waveform data, AI-based computational disease modeling and real-time decision support in the intensive care unit
J. M. Boss, Gagan Narula, Christian Stra Ssle et al. Journal of the American Medical Informatics Association, 2022. Cites: paper

Prognostic data analysis of surgical treatments for intracerebral hemorrhage
Yongjun Yi, Wenqiang Che, Yongfu Cao et al. Neurosurgical Review, 2022. Cites: paper

Statistical Analysis and Machine Learning Prediction of Disease Outcomes for COVID-19 and Pneumonia Patients
Yu Zhao, Rusen Zhang, Yi Zhong et al. Frontiers in Cellular and Infection Microbiology, 2022. Cites: paper

Exploring the parameter of machine learning for expanding the terminology of radiology medical (Preprint)
Hongjian Zhang, Shintaro Tsuji, Katsuhiko Ogasawara. 2022. Cites: paper

Structured Understanding of Assessment and Plans in Clinical Documentation
Doron Stupp, Ronnie Barequet, I‐Ching Lee et al. medRxiv, 2022. Cites: paper

Machine learning to predict vasopressin responsiveness in patients with septic shock
Aileen C. Scheibner, Kevin D. Betthauser, Alice F. Bewley et al. Pharmacotherapy The Journal of Human Pharmacology and Drug Therapy, 2022. Cites: paper

Use of unstructured text in prognostic clinical prediction models: a systematic review
Tom M Seinen, Egill Axfjord Fridgeirsson, Solomon Ioannou et al. Journal of the American Medical Informatics Association, 2022. Cites: paper

Human albumin administration is associated with increased in-hospital mortality in heart failure with hypoproteinaemia patients: analysis of MIMIC-III Database
Xuebo Liu, Tongqing Yao, Jun Qian et al. Research Square, 2022. Cites: paper

Multi-Dimensional Feature Combination Method for Continuous Blood Pressure Measurement Based on Wrist PPG Sensor
Pan Yao, Ning Xue, Siyuan Yin et al. IEEE Journal of Biomedical and Health Informatics, 2022. Cites: paper

Visual Analytics of Multivariate Intensive Care Time Series Data
Nicolas Brich, Christoph Schulz, Jörg Peter et al. Computer Graphics Forum, 2022. Cites: paper

CD-Surv: a contrastive-based model for dynamic survival analysis
Caogen Hong, Jinbiao Chen, Yi Fan et al. Health Information Science and Systems, 2022. Cites: paper

Privacy Preservation for Trajectory Publication Based on Differential Privacy
Lin Yao, Zhenyu Chen, Haibo Hu et al. ACM Transactions on Intelligent Systems and Technology, 2022. Cites: paper

A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation
Jay Chandra, Miguel Ángel Armengol de la Hoz, Gwendolyn Lee et al. Critical Care, 2022. Cites: paper

AutoScore-Imbalance: An interpretable machine learning tool for development of clinical scores with rare events data
Han Yuan, Feng Xie, Marcus Eng Hock Ong et al. Journal of Biomedical Informatics, 2022. Cites: paper

Extract, transform, load framework for the conversion of health databases to OMOP
Juan C. Quiroz, Tim Chard, Zhisheng Sa et al. PLoS ONE, 2022. Cites: paper

Perceived individual fairness with a molecular representation for medicine recommendations
Haifeng Liu, Hongfei Lin, Bo Xu et al. Knowledge-Based Systems, 2022. Cites: paper

Interpretable Machine Learning for Early Prediction of Prognosis in Sepsis: A Discovery and Validation Study
Chang Hu, Lu Li, Weipeng Huang et al. Infectious Diseases and Therapy, 2022. Cites: paper

The “Coherent Data Set”: Combining Patient Data and Imaging in a Comprehensive, Synthetic Health Record
Jason A. Walonoski, Dylan Hall, Karen M. Bates et al. Electronics, 2022. Cites: paper

Cohort design and natural language processing to reduce bias in electronic health records research
Shaan S. Khurshid, Christopher Reeder, Lia X. Harrington et al. npj Digital Medicine, 2022. Cites: paper

Red blood cell distribution width‐to‐albumin ratio is associated with all‐cause mortality in cancer patients
Chengdong Lu, Jianyun Long, Haiyuan Liu et al. Journal of Clinical Laboratory Analysis, 2022. Cites: paper

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

A machine learning approach to identifying delirium from electronic health records
Jae Hyun Kim, May S. Hua, Robert A. Whittington et al. JAMIA Open, 2022. Cites: paper

A novel nomogram to predict mortality in patients with stroke: a survival analysis based on the MIMIC-III clinical database
Xiaodan Li, Minmin Li. BMC Medical Informatics and Decision Making, 2022. Cites: paper

Delirium prediction in the ICU: designing a screening tool for preventive interventions
Anirban Bhattacharyya, Seyedmostafa Sheikhalishahi, Heather Torbic et al. JAMIA Open, 2022. Cites: paper

PHDD: Corpus of Physical Health Data Disclosure on Twitter During COVID-19 Pandemic
Rana Saniei, Victor Rodrı́guez-Doncel. SN Computer Science, 2022. Cites: paper

Association Between Obesity and Lower Short- and Long-Term Mortality in Coronary Care Unit Patients: A Cohort Study of the MIMIC-III Database
Junlue Yan, Xinyuan Li, Wenjie Long et al. Frontiers in Endocrinology, 2022. Cites: paper

Investigation of improving the pre-training and fine-tuning of BERT model for biomedical relation extraction
Peng Su, K. Vijay‐Shanker. BMC Bioinformatics, 2022. Cites: paper

TAHDNet: Time-aware hierarchical dependency network for medication recommendation
Yaqi Su, Yuliang Shi, Wu Lee et al. Journal of Biomedical Informatics, 2022. Cites: paper

A machine learning approach for hypertension detection based on photoplethysmography and clinical data
Erick Axel Martinez-Ríos, Luis Montesinos, Mariel Alfaro-Ponce. Computers in Biology and Medicine, 2022. Cites: paper

A BenchCouncil view on benchmarking emerging and future computing
Jianfeng Zhan. BenchCouncil Transactions on Benchmarks Standards and Evaluations, 2022. Cites: paper

Adapting Reinforcement Learning Treatment Policies Using Limited Data to Personalize Critical Care
Matt Baucum, Anahita Khojandi, Rama Krishnan Vasudevan et al. INFORMS Journal on Data Science, 2022. Cites: paper

A method for machine learning generation of realistic synthetic datasets for validating healthcare applications
Theodoros N. Arvanitis, Sean White, Stuart Harrison et al. Health Informatics Journal, 2022. Cites: paper

Based on billions of words on the internet, people = men
April Hope Bailey, Adina Williams, Andrei Cimpian. Science Advances, 2022. Cites: paper

Context-Sensitive Spelling Correction of Clinical Text via Conditional Independence.
Juyong Kim, Jeremy C. Weiss, Pradeep Ravikumar. PubMed, 2022. Cites: paper

Cuffless Blood Pressure Measurement
Ramakrishna Mukkamala, George S. Stergiou, Alberto P. Avolio. Annual Review of Biomedical Engineering, 2022. Cites: paper

Developing a pneumonia diagnosis ontology from multiple knowledge sources
Sabrina Azzi, Wojtek J. Michalowski, Michal Iglewski. Health Informatics Journal, 2022. Cites: paper

Effect of midazolam on delirium in critically ill patients: a propensity score analysis
He-Jie Shi, Ruixia Yuan, Jun-Zhi Zhang et al. Journal of International Medical Research, 2022. Cites: paper

NeuroBlu, an electronic health record (EHR) trusted research environment (TRE) to support mental healthcare analytics with real-world data
Rashmi Patel, Soon Nan Wee, R. Ramaswamy et al. BMJ Open, 2022. Cites: paper

Refining electronic medical records representation in manifold subspace
Bolin Wang, Yuanyuan Sun, Yonghe Chu et al. BMC Bioinformatics, 2022. Cites: paper

Association of platelet count with all‐cause mortality from acute respiratory distress syndrome: A cohort study
Rennv Wang, Haiwen Dai. Journal of Clinical Laboratory Analysis, 2022. Cites: paper

A survey of automated International Classification of Diseases coding: development, challenges, and applications
Chenwei Yan, Xiangling Fu, Xien Liu et al. Intelligent Medicine, 2022. Cites: paper

Artificial intelligence in perioperative medicine: a narrative review
Hyun‐Kyu Yoon, Hyun-Lim Yang, Chul-Woo Jung et al. Korean Journal of Anesthesiology, 2022. Cites: paper

Prognostic Role of MELD-Lactate in Cirrhotic Patients’ Short- and Long-Term Prognosis, Stratified by Causes of Cirrhosis
Xiao-Fu Chen. Canadian Journal of Gastroenterology and Hepatology, 2022. Cites: paper

A propensity score‐matching analysis of angiotensin‐converting enzyme inhibitor and angiotensin receptor blocker exposure on in‐hospital mortality in patients with acute respiratory failure
Yipeng Fang, Xin Zhang. Pharmacotherapy The Journal of Human Pharmacology and Drug Therapy, 2022. Cites: paper

Data Driven Estimation of Covid-19 Prognosis
Harshit Sharma, Rajendra Nagar, Deepak Mishra. IEEE International Symposium on Biomedical Imaging (ISBI), 2022. Cites: paper

Dynamic forecasting of severe acute graft-versus-host disease after transplantation
Xueou Liu, Yigeng Cao, Ye Guo et al. Nature Computational Science, 2022. Cites: paper

DAG-WGAN: Causal Structure Learning with Wasserstein Generative Adversarial Networks
Hristo Petkov, Colin Hanley, Feng Dong. International Conference on Embedded Systems and Applications (EMSA), 2022. Cites: paper

Embedded Systems and Applications
2022. Cites: paper

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