Publications citing MIMIC-III Clinical Database Demo v1.4

Characteristics and clinical outcomes of patients with lung cancer requiring ICU admission: a retrospective analysis based on the MIMIC-III database
Jie Qian, Ruoyan Qin, Liang Hong et al. Emergency Cancer Care, 2023. Cites: paper

Contribution of Timescale Patterns to Photoplethysmography-based Blood Pressure Estimation
Xiaoman Xing, Rui Huang, Chenyu Jiang et al. Research Square, 2023. Cites: paper

The Association of Proton Pump Inhibitors and QT Interval Prolongation in Critically Ill Patients
Weiguo Fan, Hualong Liu, Yang Shen et al. Cardiovascular Drugs and Therapy, 2023. Cites: paper

Association between hyperglycemia and adverse clinical outcomes of sepsis patients with diabetes
Shan Lin, Dingfeng Lai, Wanmei He. Frontiers in Endocrinology, 2023. Cites: paper

Clinical effectiveness of sodium bicarbonate therapy on mortality for septic patients with acute moderate lactic acidosis
Sai Huang, Bo Yang, Yaojun Peng et al. Frontiers in Pharmacology, 2023. Cites: paper

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

Association between acute kidney injury and prognoses of cardiac surgery patients: Analysis of the MIMIC-III database
Chun Sun, Deqing Chen, Xin Jin et al. Frontiers in Surgery, 2023. Cites: paper

Contribution of Timescale Patterns to Photoplethysmography-based Blood Pressure Estimation
Xiaoman Xing, Rui Huang, Chenyu Jiang et al. Research Square, 2023. Cites: paper

Development of a novel tool: a nomogram for predicting in-hospital mortality of patients in intensive care unit after percutaneous coronary intervention
Miao Yuan, Bincheng Ren, Yu Wang et al. BMC Anesthesiology, 2023. Cites: paper

Federated electronic data capture (fEDC): Architecture and prototype
Matthias Ganzinger, Max Christian Blumenstock, Axel Fürstberger et al. Journal of Biomedical Informatics, 2023. Cites: paper

Fusion Model for Tentative Diagnosis Inference Based on Clinical Narratives
Ying Yu, Junwen Duan, Min Li. Tsinghua Science & Technology, 2023. Cites: paper

Natural language processing for clinical notes in dentistry: A systematic review
Farhana Pethani, Adam G. Dunn. Journal of Biomedical Informatics, 2023. Cites: paper

Secure Medical Data Collection in the Internet of Medical Things Based on Local Differential Privacy
Jinpeng Wang, Xiaohui Li. Electronics, 2023. Cites: paper

Use of Deep Learning for Continuous Prediction of Mortality for All Admissions in Intensive Care Units
Guangjian Zeng, Jinhu Zhuang, Haofan Huang et al. Tsinghua Science & Technology, 2023. Cites: paper

Mining for equitable health: Assessing the impact of missing data in electronic health records
Emily J. Getzen, Lyle Ungar, Danielle L. Mowery et al. Journal of Biomedical Informatics, 2023. Cites: paper

A nomogram for predicting the mortality of patients with type 2 diabetes mellitus complicated with acute kidney injury in the intensive care unit
Shizhen Liu, Chuangye Qiu, Xingai Li et al. BMC Anesthesiology, 2023. Cites: paper

Obesity is associated with postoperative outcomes in patients undergoing cardiac surgery: a cohort study
Xiaofeng Jiang, Jianbo Xu, Shuai Zhen et al. BMC Anesthesiology, 2023. Cites: paper

A Clinical Prediction Model to Predict albumin Treatment Outcomes and Provide Dosage Recommendations: Development and Validation Study
Bo Su, hui li. Research Square, 2023. Cites: paper

MIMIC-IV, a freely accessible electronic health record dataset
Alistair E. W. Johnson, Lucas Bulgarelli, Lu Shen et al. Scientific Data, 2023. Cites: paper

A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence
Maali Ibrahim Alabdulhafith, Hager Saleh, Hela Elmannai et al. IEEE Access, 2023. Cites: paper

A Deep Learning Approach Incorporating Data Missing Mechanism in Predicting Acute Kidney Injury in ICU
Yuan Zhang, Zhengbo Zhang, Xiaoli Liu et al. Lecture notes in computer science, 2023. Cites: paper

A diagnostic model based on routine blood examination for serious bacterial infections in neonates–a cross-sectional study
Runqiang Liang, Ziyu Chen, Shumei Yang et al. Epidemiology and Infection, 2023. Cites: paper

Advancing Federated Learning Through Novel Mechanism for Privacy Preservation in Healthcare Applications
Mohammed AbaOud, Muqrin A. Almuqrin, Mohammad Faisal Khan. IEEE Access, 2023. Cites: paper

Adversarial Auditing of Machine Learning Models under Compound Shift
Karan Bhanot, Dennis Wei, Ioana Baldini et al. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2023. Cites: paper

Adversarial Learning for Improved Patient Representations
Bharath Shankar, Carol Anne Hargreaves. Lecture notes in computer science, 2023. Cites: paper

A Feature Mapping Technique for Complex Data Object Generation With Likelihood and Deep Generative Approaches
Shashika Ranga Muramudalige, Anura P. Jayasumana, Haonan Wang. IEEE Access, 2023. Cites: paper

Analysis of Non-imaging Data
Nicolás Duchateau, Óscar Cámara, Rafael Sebastián et al. Springer eBooks, 2023. Cites: paper

Analysis of Time Series Data Generated From the Internet of Things Using Deep Learning Models
Polycarp Shizawaliyi Yakoi, Xiangfu Meng, Shuolin Cui et al. IEEE Access, 2023. Cites: paper

Analyzing the Impact of Tokenization on Multilingual Epidemic Surveillance in Low-Resource Languages
Stephen Mutuvi, Emanuela Boroş, Antoine Doucet et al. Lecture notes in computer science, 2023. Cites: paper

An Evaluation Metric for Prediction Stability with Imprecise Data
Ye Li, Mei Wang, Jianwen Su. Lecture notes in computer science, 2023. Cites: paper

An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text
Yova Kementchedjhieva, Ilias Chalkidis. Findings of the Association for Computational Linguistics: ACL (Findings of ACL), 2023. Cites: paper

An Information Extraction Study: Take in Mind the Tokenization!
Christos Theodoropoulos, Marie‐Francine Moens. Lecture notes in computer science, 2023. Cites: paper

An Interactive Web Solution for Electronic Health Records Segmentation and Prediction
Sudeep Mathew, Mithun Dolthody Jayaprakash, Rashmi Agarwal. Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2023. Cites: paper

A Novel Approach for Non-linear Deep Fuzzy Rule-Based Model and Its Applications in Biomedical Analyses
Raheleh Davoodi, Mohammad Hassan Moradi. Intelligent systems reference library, 2023. Cites: paper

Applications of Self-Supervised Learning to Biomedical Signals: A Survey
Federico Del Pup, Manfredo Atzori. IEEE Access, 2023. Cites: paper

Artificial intelligence can use physiological parameters to optimize treatment strategies and predict clinical deterioration of sepsis in ICU
Quan Zhang, Jianqi Wang, Guohua Liu et al. Physiological Measurement, 2023. Cites: paper

A Survey of Demonstration Learning
André Correia, Luı́s A. Alexandre. SSRN Electronic Journal, 2023. Cites: paper

Attack Detection for Medical Cyber-Physical Systems–A Systematic Literature Review
Simon B. Weber, Stefan Stein, Michael Pilgermann et al. IEEE Access, 2023. Cites: paper

A Two-Stage Decoder for Efficient ICD Coding
Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap et al. Findings of the Association for Computational Linguistics: ACL (Findings of ACL), 2023. Cites: paper

Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN
Anaelia Ovalle, Sunipa Dev, Jieyu Zhao et al. Studies in computational intelligence, 2023. Cites: paper

Auditing Learned Associations in Deep Learning Approaches to Extract Race and Ethnicity from Clinical Text.
Oliver J. Bear Don’t Walk, Adrienne Pichon, Harry Reyes Nieva et al. PubMed Central, 2023. Cites: paper

Autoencoder-Based Prediction of ICU Clinical Codes
Tsvetan R. Yordanov, Ameen Abu–Hanna, Anita C.J. Ravelli et al. Lecture notes in computer science, 2023. Cites: paper

AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment
Zhenbang Wu, Cao Xiao, Lucas M. Glass et al. Lecture notes in computer science, 2023. Cites: paper

Automated Type 2 Diabetes Case and Control Identification from the MIMIC-IV Database.
Wanheng Zhang, Tru Hoang Cao. PubMed Central, 2023. Cites: paper

Automatic ICD Coding Based on Segmented ClinicalBERT with Hierarchical Tree Structure Learning
Beichen Kang, Xiaosu Wang, Yun Xiong et al. Lecture notes in computer science, 2023. Cites: paper

Big Data Analytics in Healthcare
Chonghui Guo, Jingfeng Chen. Translational systems sciences, 2023. Cites: paper

Blood Pressure Estimation From Photoplethysmography by Considering Intra- and Inter-Subject Variabilities: Guidelines for a Fair Assessment
Thiago Bulhões da Silva Costa, Felipe Meneguitti Dias, Diego Armando Cardona Cárdenas et al. IEEE Access, 2023. Cites: paper

Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts
François Remy, Simone Scaboro, Beatrice Portelli. International Workshop on Natural Language Processing for Social Media (SocialNLP), 2023. Cites: paper

Caregivers Attitude Detection From Clinical Notes.
Gaetano Manzo, Leo Anthony Celi, Yasmeen Shabazz et al. PubMed Central, 2023. Cites: paper

Characterization of Stigmatizing Language in Medical Records
Keith Harrigian, Ayah Zirikly, Brant W. Chee et al. Proceedings of the conference - Association for Computational Linguistics. Meeting, 2023. Cites: paper

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