Publications citing MIMIC-III Clinical Database v1.4

Enhanced Prediction of Intensive Care Unit Length of Stay using a Stack Ensemble of Machine Learning Models
Ashok Kumar Tella, Sadhu Ramakrishnan Balasundaram. Engineering Technology & Applied Science Research, 2025. Cites: dataset

Predicting the risk of acute kidney injury in patients with acute pancreatitis complicated by sepsis using a stacked ensemble machine learning model: a retrospective study based on the MIMIC database
FuYuan Li, Zhanjin Wang, Ruiling Bian et al. BMJ Open, 2025. Cites: dataset

The Harms of Class Imbalance Corrections for Machine Learning Based Prediction Models: A Simulation Study
Alex Carriero, Kim Luijken, Anne de Hond et al. Statistics in Medicine, 2025. Cites: dataset

Large language models outperform traditional structured data-based approaches in identifying immunosuppressed patients
Vijeeth Guggilla, Mengjia Kang, Melissa J Bak et al. medRxiv, 2025. Cites: dataset

PIE-Med: Predicting, Interpreting and Explaining Medical Recommendations
Antonio Romano, Giuseppe Riccio, Marco Postiglione et al. Lecture notes in computer science, 2025. Cites: dataset

Predictive Modelling for Length of Stay with the MIMIC-III Critical Care Database
Dulan S. Dias, Adele H. Marshall, Aleksandar Novakovic. Communications in computer and information science, 2025. Cites: dataset

MPLite: Multi-Aspect Pretraining for Mining Clinical Health Records
Eric Yang, Pengfei Hu, Xiaoxue Han et al. IEEE International Conference on Big Data (BigData), 2024. Cites: dataset

Integrated Deep Learning Model for Predictive Diagnosis of Life-Threatening Disease Condition
Sarika R. Khope, Nagnath B. Hulle. IEEE Pune Section International Conference (PuneCon), 2024. Cites: dataset

Machine and Deep Learning Models for Hypoxemia Severity Triage in CBRNE Emergencies
Santino Nanini, Mariem Abid, Yassir Mamouni et al. Diagnostics, 2024. Cites: dataset

Time-uniform central limit theory and asymptotic confidence sequences
Ian Waudby-Smith, David T. Arbour, Ritwik Sinha et al. The Annals of Statistics, 2024. Cites: dataset

MIMIC-BP: A curated dataset for blood pressure estimation
Ivandro Sanches, Victor V. Gomes, Carlos Caetano et al. Scientific Data, 2024. Cites: dataset

Machine learning for early dynamic prediction of functional outcome after stroke
Julian Klug, Guillaume Leclerc, Elisabeth Dirren et al. Communications Medicine, 2024. Cites: dataset

Harnessing Medical Big Data: Integrating Computational Insights for Enhanced Patient Outcomes
Jafar Ali Ibrahim Syed Masood, Jai Kumar Vinayagam, Ranjit Kumar Onteru et al. International Conference on Digital Medicine and Image Processing (DMIP), 2024. Cites: dataset

Association between blood glucose level trajectories and 30-day mortality risk in patients with acute ischemic stroke: analysis of the MIMIC database 2001–2019
Li Li, Xiaolian Xing, Qian Li et al. Diabetology & Metabolic Syndrome, 2024. Cites: dataset

Building an Ethical and Trustworthy Biomedical AI Ecosystem for the Translational and Clinical Integration of Foundation Models
Baradwaj Simha Sankar, Destiny Gilliland, Jack Rincon et al. Bioengineering, 2024. Cites: dataset

Leveraging interpretable machine learning in intensive care
Lasse Bohlen, Julian Rosenberger, Patrick Zschech et al. Annals of Operations Research, 2024. Cites: dataset

Transformer models in biomedicine
Sumit Madan, Manuel Lentzen, Johannes Brandt et al. BMC Medical Informatics and Decision Making, 2024. Cites: dataset

Improving Group Fairness Assessments with Proxies
Emma Harvey, Michelle Seng Ah Lee, Jatinder Pal Singh. ACM Journal on Responsible Computing, 2024. Cites: dataset

Diversity and inclusion: A hidden additional benefit of Open Data
Marie‐Laure Charpignon, Leo Anthony Celi, Marisa Cobanaj et al. PLOS Digital Health, 2024. Cites: dataset

Transfer learning with BERT and ClinicalBERT models for multiclass classification of radiology imaging reports
Sneha Mithun, Umesh B. Sherkhane, Ashish Kumar Jha et al. Research Square, 2024. Cites: dataset

Analysis of Race, Sex, and Language Proficiency Disparities in Documented Medical Decisions
Hadi Amiri, Nidhi Vakil, Mohamed Elgaar et al. medRxiv, 2024. Cites: dataset

EXAMINATION OF SUMMARIZED MEDICAL RECORDS FOR ICD CODE CLASSIFICATION VIA BERT
Dilek Aydoğan Kılıç, Deniz Kenan Kılıç, Izabela Ewa Nielsen. Applied Computer Science, 2024. Cites: dataset

Distinguishing Clinical Sentiment in Intensive Care Unit Clinical Notes
Shahad Nagoor, Lucy Hederman, Kevin Koidl et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2024. Cites: dataset

Evaluating Temporal Fidelity in Synthetic Time-series Electronic Health Records
Emmanuella Budu, Amira Soliman, Thorsteinn S. Rognvaldsson et al. IEEE Conference on Artificial Intelligence (CAI), 2024. Cites: dataset

Development of a quantitative index system for evaluating the quality of electronic medical records in disease risk intelligent prediction
Jiayin Zhou, Jie Hao, Mingkun Tang et al. BMC Medical Informatics and Decision Making, 2024. Cites: dataset

INSPIRE, a publicly available research dataset for perioperative medicine
Leerang Lim, Hyeonhoon Lee, Chul-Woo Jung et al. Scientific Data, 2024. Cites: dataset

Using Deep Learning to Predict Mortality Rate
Chih-Ta Yen, Yi-Kai Huang, Jia-Xian Liao. IEEE Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS), 2024. Cites: dataset

Reproducibility and Robustness of Localized Mortality Prediction
Evelyn Nitch-Griffin, Amy Peterson, Yara Skaf et al. medRxiv, 2024. Cites: dataset

ICU Bed Capacity Analysis with Transformer-Based Length of Stay Prediction and Erlang Loss Formula
Sahawat Tanutsiriteeradet, Wuttipong Kumwilaisak, Jisue Youn Kumwilaisak et al. International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2024. Cites: dataset

Using natural language processing to evaluate the impact of specialized transformers models on medical domain tasks
Soufyane Ayanouz, Boudhir Anouar Abdelhakim, Mohammed Ben Ahmed. IAES International Journal of Artificial Intelligence, 2024. Cites: dataset

General Commerce Intelligence: Glocally Federated NLP-Based Engine for Privacy-Preserving and Sustainable Personalized Services of Multi-Merchants
Kyoung Jun Lee, Baek Yun Jeong, Suhyeon Kim et al. Proceedings of the AAAI Conference on Artificial Intelligence, 2024. Cites: dataset

Creating High-Quality Synthetic Health Data: Framework for Model Development and Validation
Elnaz Karimian Sichani, Aaron M. Smith, Khaled El Emam et al. JMIR Formative Research, 2024. Cites: dataset

Tools for Healthcare Data Lake Infrastructure Benchmarking
Tommaso Dolci, Lorenzo Amata, Carlo Manco et al. Information Systems Frontiers, 2024. Cites: dataset

Large language models to identify social determinants of health in electronic health records
Marco Guevara, Shan Chen, Spencer Thomas et al. npj Digital Medicine, 2024. Cites: dataset

Interpretable machine learning model for early prediction of 28-day mortality in ICU patients with sepsis-induced coagulopathy: development and validation
Shi Zhou, Zongqing Lu, Yu Liu et al. European journal of medical research, 2024. Cites: dataset

Comparing ensemble learning algorithms and severity of illness scoring systems in cardiac intensive care units: a retrospective study
Beatriz Nistal‐Nuño. Einstein (São Paulo), 2024. Cites: dataset

Correlation between blood albumin and hospital death and long-term death in ICU patients with heart failure: data from the medical information mart for intensive care III database
Xin Hua Wan. American Journal of Cardiovascular Disease, 2024. Cites: dataset

Proposal of a System for Prototyping and Validation of Drug Efficacy and Safety Evaluation Methods
Dawid Bugajewski. Communications in computer and information science, 2024. Cites: dataset

Using Mixed Exponentials for Unsupervised Discretization
Dulan S. Dias, Adele H. Marshall, Aleksandar Novakovic. Lecture notes in networks and systems, 2024. Cites: dataset

A conceptual framework for the ICU of the future evaluated by the MIMIC-III digital archive
Dimitrios Markopoulos, Anastasios Tsolakidis, Ioannis S. Triantafyllou et al. Global Knowledge, Memory and Communication, 2023. Cites: dataset

A large-scale dataset of patient summaries for retrieval-based clinical decision support systems
Zhengyun Zhao, Qiao Jin, Fangyuan Chen et al. Scientific Data, 2023. Cites: dataset

Representation Learning for Person or Entity-Centric Knowledge Graphs: An Application in Healthcare
Christos Theodoropoulos, Natasha Mulligan, Thaddeus S. Stappenbeck et al. ACM International Conference on Knowledge Capture (K-CAP), 2023. Cites: dataset

LIFE: A Deep Learning Framework for Laboratory Data Imputation in Electronic Health Records
Samuel P. Heilbroner, Curtis Carter, David Vidmar et al. medRxiv, 2023. Cites: dataset

Designing NLP applications to support ICD coding: an impact analysis and guidelines to enhance baseline performance when processing patient discharge notes
Jessica Jha, Mario Almagro, Hegler Correa Tissot. Journal of Digital Health, 2023. Cites: dataset

A Large Language Model Screening Tool to Target Patients for Best Practice Alerts: Development and Validation
Thomas Savage, John E. Wang, Lisa Y. Shieh. JMIR Medical Informatics, 2023. Cites: dataset

A feature ranking algorithm for clustering medical data
Eran Shpigelman, Ron Shamir A. medRxiv, 2023. Cites: dataset

Assessable and interpretable sensitivity analysis in the pattern graph framework for nonignorable missingness mechanisms
Alireza Zamanian, Narges Ahmidi, Mathias Drton. Statistics in Medicine, 2023. Cites: dataset

Leveraging Summary Guidance on Medical Report Summarization
Yunqi Zhu, Xuebing Yang, Yuanyuan Wu et al. IEEE Journal of Biomedical and Health Informatics, 2023. Cites: dataset

Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities
Karan Bhanot, Ioana Baldini, Dennis Wei et al. Proceedings of the AAAI/ACM Conference on AI Ethics and Society, 2023. Cites: dataset

Association of lactate-to-albumin ratio with in-hospital and intensive care unit mortality in patients with intracerebral hemorrhage
Dongjie Wu, Siyuan Shen, Dongmei Luo. Frontiers in Neurology, 2023. Cites: dataset

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