Publications citing MIMIC-III Clinical Database v1.4

A review on the significance of body temperature interpretation for early infectious disease diagnosis
Nurul Izzati Darul Zaman, Yuan Wen Hau, Ming Chern Leong et al. Artificial Intelligence Review, 2023. Cites: dataset

Relative sparsity for medical decision problems
Samuel J. Weisenthal, Sally W. Thurston, Ashkan Ertefaie. Statistics in Medicine, 2023. Cites: dataset

Characteristics, Prognosis, and Prediction Model of Heart Failure Patients in Intensive Care Units Based on Preserved, Mildly Reduced, and Reduced Ejection Fraction
Fang Tao, Wenguang Wang, Hongmei Yang et al. Reviews in Cardiovascular Medicine, 2023. Cites: dataset

Utilizing Large Language Models to Simplify Radiology Reports: a comparative analysis of ChatGPT3.5, ChatGPT4.0, Google Bard, and Microsoft Bing
Rushabh H. Doshi, Kanhai Amin, Pavan Khosla et al. medRxiv, 2023. Cites: dataset

Delivering on NIH data sharing requirements: avoiding Open Data in Appearance Only
Hope Watson, Jack Gallifant, Yuan Lai et al. BMJ Health & Care Informatics, 2023. Cites: dataset

Effect of incorporating metadata to the generation of synthetic time series in a healthcare context
Imanol Isasa, Mikel Hernandez, Gorka Epelde et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2023. Cites: dataset

Feature Selection Based on a Genetic Algorithm for Optimizing Weaning Success
Samanta Rosati, Andrea Scotto, Vito Fanelli et al. Studies in health technology and informatics, 2023. Cites: dataset

A dosing strategy model of deep deterministic policy gradient algorithm for sepsis patients
Tianlai Lin, Xinjue Zhang, Jianbing Gong et al. BMC Medical Informatics and Decision Making, 2023. Cites: dataset

Dynamic Prediction of Patient Outcomes in the Intensive Care Unit: A Scoping Review of the State-of-the-Art
Linda Lapp, Marc Roper, Kimberley Kavanagh et al. Journal of Intensive Care Medicine, 2023. Cites: dataset

Using language models and ontology topology to perform semantic mapping of traits between biomedical datasets
Yi Liu, Benjamin Elsworth, Tom R. Gaunt. Bioinformatics, 2023. Cites: dataset

Impact of atrial fibrillation on the accuracy of oscillometric blood pressure monitoring in ICU patients from a large real-world database
Yuxi Li, Beining Wang, Fangfang Fan et al. Journal of Hypertension, 2023. Cites: dataset

Automated ICD coding for coronary heart diseases by a deep learning method
Shuai Zhao, Xiaolin Diao, Yun Xia et al. Heliyon, 2023. Cites: dataset

Clinical Concept-Based Radiology Reports Classification Pipeline for Lung Carcinoma
Sneha Mithun, Ashish Kumar Jha, Umesh B. Sherkhane et al. Journal of Imaging Informatics in Medicine, 2023. Cites: dataset

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

AGG: An Automated Genogram Generator by Discovering Information in Clinical Texts
Nuria García-Santa, Kendrick Cetina. Lecture notes in computer science, 2023. Cites: dataset

Identifying and evaluating barriers for the implementation of machine learning in the intensive care unit
Ellie D’Hondt, Thomas J. Ashby, Imen Chakroun et al. Communications Medicine, 2022. Cites: dataset

An Efficient and Scalable Technique for Clustering Comorbidity Patterns of Diabetic Patients from Clinical Datasets
S M Bramesh, Anil Kumar K M. International Journal of Modern Education and Computer Science, 2022. Cites: dataset

Preoperative albumin corrected anion gap is associated with in-hospital and long-term mortality in patients undergoing coronary artery bypass grafting in a retrospective cohort study
Ruiling Wang, Jiale Li, Huimin Chen et al. Journal of Thoracic Disease, 2022. Cites: dataset

Reinforcement learning strategies in cancer chemotherapy treatments: A review
Chan‐Yun Yang, Chamani Shiranthika, Chung-Yih Wang et al. Computer Methods and Programs in Biomedicine, 2022. Cites: dataset

The Health Gym: synthetic health-related datasets for the development of reinforcement learning algorithms
Nicholas I-Hsien Kuo, Mark Niccolo Polizzotto, Simon R. Finfer et al. Scientific Data, 2022. Cites: dataset

German Medical Named Entity Recognition Model and Data Set Creation Using Machine Translation and Word Alignment: Algorithm Development and Validation
Johann Frei, Frank Krämer. JMIR Formative Research, 2022. Cites: dataset

Prediction of 30-day mortality in heart failure patients with hypoxic hepatitis: Development and external validation of an interpretable machine learning model
Run Sun, Xue Wang, Haiyan Jiang et al. Frontiers in Cardiovascular Medicine, 2022. Cites: dataset

Feature selection methods for high-dimensional biomedical time-to-event data: a review
Huaning Tan, Chutong Deng, Shaobo Chen et al. International Conference on Big Data Technologies (ICBDT), 2022. Cites: dataset

Domain Generalization via Selective Consistency Regularization for Time Series Classification
Wenyu Zhang, Mohamed Ragab, Chuan-Sheng Foo. Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, 2022. Cites: dataset

AN EFFECTIVE RULE BASED APPROACH FOR IDENTIFICATION OF COMORBIDITY PATTERNS IN DIABETIC PATIENTS
S M Bramesh, Anil Kumar K M. Indian Journal of Computer Science and Engineering, 2022. Cites: dataset

Fair Reinforcement Learning for Maternal Sepsis Treatment
Siân Carey, Ciarán D. McInerney, Tom Lawton et al. medRxiv, 2022. Cites: dataset

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: dataset

Simulating Stenotic Conditions of the Coronary Artery in a Lumped Parameter Model of the Cardiovascular System
Karuna P. Sahoo, Ashutosh Kumar Dash, Nirmalya Ghosh et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022. Cites: dataset

Clinical Informatics and Quality Improvement in the Pediatric Intensive Care Unit
Kshama M. Daphtary, Orkun Baloğlu. Pediatric Clinics of North America, 2022. Cites: dataset

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: dataset

How can natural language processing help model informed drug development?: a review
Roopal Bhatnagar, Sakshi Sardar, Maedeh Beheshti et al. JAMIA Open, 2022. Cites: dataset

Q3: An ICU Acuity Score for Exploring the Effects of Changing Acuity Throughout the Stay
Stephen E. Brossette, Ning Zheng, Daisy Y. Wong et al. medRxiv, 2022. Cites: dataset

Unifying cardiovascular modelling with deep reinforcement learning for uncertainty aware control of sepsis treatment
Thesath Nanayakkara, Gilles Clermont, CHRISTOPHER JAMES LANGMEAD et al. PLOS Digital Health, 2022. Cites: dataset

Learning dynamic treatment strategies for coronary heart diseases by artificial intelligence: real-world data-driven study
Haihong Guo, Jiao Li, Hongyan Liu et al. BMC Medical Informatics and Decision Making, 2022. Cites: dataset

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: dataset

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: dataset

Anomaly Detection Using Smart Shirt and Machine Learning: A Systematic Review
Eduardo C. Nunes, José Barbosa, Paulo Alexandre Alves et al. Communications in computer and information science, 2022. Cites: dataset

A Residual CNN Model for ICD Assignment
Darryl Lin Wei Cheng, Choo‐Yee Ting, Chiung Ching Ho. 2022. Cites: dataset

A Lumped Parameter Model for Cardiac Output Estimation Using Arterial Blood Pressure Waveform
Karuna P. Sahoo, Amit Patra, Nirmalya Ghosh et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: dataset

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. medRxiv, 2021. Cites: dataset

Restricted sub‐tree learning to estimate an optimal dynamic treatment regime using observational data
Kelly A. Speth, Lu Wang. Statistics in Medicine, 2021. Cites: dataset

Machine learning applied to a Cardiac Surgery Recovery Unit and to a Coronary Care Unit for mortality prediction
Beatriz Nistal‐Nuño. Journal of Clinical Monitoring and Computing, 2021. Cites: dataset

Embedding, aligning and reconstructing clinical notes to explore sepsis
Xudong Zhu, Joseph Michael Plasek, Chunlei Tang et al. BMC Research Notes, 2021. Cites: dataset

Concept-based model explanations for electronic health records
Diana Mincu, Eric Loreaux, Shaobo Hou et al. ACM Conference on Health, Inference, and Learning (CHIL), 2021. Cites: dataset

Variable selection for causal mediation analysis using LASSO-based methods
Zhaoxin Ye, Yeying Zhu, Donna L. Coffman. Statistical Methods in Medical Research, 2021. Cites: dataset

Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis
Fatemeh Amrollahi, Supreeth Prajwal Shashikumar, Fereshteh Razmi et al. medRxiv, 2021. Cites: dataset

Artificial intelligence forecasting mortality at an intensive care unit and comparison to a logistic regression system
Beatriz Nistal‐Nuño. Einstein (São Paulo), 2021. Cites: dataset

Development and Validation of a Risk Factor-Based Nomogram to Early Predict in-Hospital Mortality in Adult Patients With Suspected Infection Admitted to the Intensive Care Unit: a Retrospective Cohort Study
Yang� Yang, Qiuhe Wang, Shengru Liang et al. Research Square, 2020. Cites: dataset

Leveraging Deep Learning Approaches for Patient Case Similarity Evaluation
Nachiket Naganure, Nayak U. Ashwin, S. Sowmya Kamath. Advances in intelligent systems and computing, 2020. Cites: dataset

The effect of conscious disorder on the 30-day mortality of sepsis
Yang Yang, Shengru Liang, Qiuhe Wang et al. Research Square, 2020. Cites: dataset

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