Publications citing MIMIC-III Waveform Database Matched Subset v1.0

Evaluation of the therapeutic efficiency and efficacy of blood purification in the treatment of severe acute pancreatitis
Hongwei Huang, Zhongshi Huang, Menghua Chen et al. PLoS ONE, 2024. Cites: paper

Identifying and Extracting Rare Diseases and Their Phenotypes with Large Language Models
Cathy Shyr, Yan Hu, Lisa A. Bastarache et al. Journal of Healthcare Informatics Research, 2024. Cites: paper

A patient safety knowledge graph supporting vaccine product development
Andrew M. Simms, Anshul Kanakia, Muhammad Sipra et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

Optimizing sepsis treatment strategies via a reinforcement learning model
Tianyi Zhang, Yimeng Qu, Deyong wang et al. Biomedical Engineering Letters, 2024. Cites: paper

Association of elastic power in mechanical ventilation with the severity of acute respiratory distress syndrome: a retrospective study
Yongpeng Xie, Jiaxin Shi, Suxia Liu et al. European journal of medical research, 2024. Cites: paper

ChatGPT and Beyond: An overview of the growing field of large language models and their use in ophthalmology
Nikita Kedia, Suvansh Sanjeev, Joshua Ong et al. Eye, 2024. Cites: paper

Deep learning-based prediction of in-hospital mortality for sepsis
Li Yong, Liu Zhenzhou. Scientific Reports, 2024. Cites: paper

Development and validation of a novel combinatorial nomogram model to predict in-hospital deaths in heart failure patients
Dabei Cai, Qianwen Chen, Xiaobo Mu et al. BMC Cardiovascular Disorders, 2024. Cites: paper

Speeding up LIME using Attention Weights
Sudarsun Santhiappan, Mukesh Kumar Reghu, Mahendran Saminathan et al. Joint International Conference on Data Science & Management of Data (CODS-COMAD), 2024. Cites: paper

Association between platelet count and neonatal acute kidney injury: a cohort study using the medical information mart for intensive care III database
Dianyi Lyu, Shufang Fu. The Journal of Maternal-Fetal & Neonatal Medicine, 2024. Cites: paper

Blood Urea Nitrogen-to-Albumin Ratio May Predict Mortality in Patients with Traumatic Brain Injury from the MIMIC Database: A Retrospective Study
Yiran Guo, Yuxin Leng, Chengjin Gao. Bioengineering, 2024. Cites: paper

Abstracts Embeddings Evaluation: A Case Study of Artificial Intelligence and Medical Imaging for the COVID-19 Infection
Giovanni Zurlo, Elisabetta Ronchieri. Lecture notes in computer science, 2024. Cites: paper

A comprehensive review of the data and knowledge graphs approaches in bioinformatics
Ylenia Galluzzo. Computer Science and Information Systems, 2024. Cites: paper

A Contrastive Learning-Based Interpretable Prediction Model for Patients with Heart Failure
Jinxiang Zhang, Tianhan Xu, Bin Li. Communications in computer and information science, 2024. Cites: paper

Adaptive Semi-supervised Inference for Optimal Treatment Decisions with Electronic Medical Record Data
Kevin Gunn, Wenbin Lu, Rui Song. ICSA book series in statistics, 2024. Cites: paper

Advancing Early Detection of Sepsis With Temporal Convolutional Networks Using ECG Signals
Merve Apalak, Kamran Kıasaleh. IEEE Access, 2024. Cites: paper

Aiming for Relevance.
Bar Eini-Porat, Danny Eytan, Uri Shalit. PubMed, 2024. Cites: paper

Albumin corrected anion gap for predicting in-hospital death among patients with acute myocardial infarction: A retrospective cohort study
Zhouzhou Lu, Yiren Yao, Yangyang Xu et al. Clinics, 2024. Cites: paper

A Machine Learning Approach for Predicting the Time Point of Achieving a Negative Fluid Balance in Patients with Acute Respiratory Distress Syndrome
Haowen Lei, Zunliang Wang, Songqiao Liu. World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany, 2024. Cites: paper

An Evidence-Based Framework For Heterogeneous Electronic Health Records: A Case Study In Mortality Prediction
Yucheng Ruan, Ling Huang, Qianyi Xu et al. Lecture notes in computer science, 2024. Cites: paper

An Improved Ensemble Method for Predicting Hyperchloremia in Adults With Diabetic Ketoacidosis
George Obaido, Blessing Ogbuokiri, Chidozie Williams Chukwu et al. IEEE Access, 2024. Cites: paper

An interface for clinicians: finding crucial information with language models in electronic health records
Denis Jered McInerney. 2024. Cites: paper

A Pre-trained Clinical Language Model for Predicting Neonatal Morbidities: Development, Validation, and Multicentre Evaluation of NeonatalBERT
Youssef Hariri, Hassan Nasser, Fatima Zahra. Journal of Medical Sciences and Interdisciplinary Research, 2024. Cites: paper

A Reinforcement Learning Model for Optimal Treatment Strategies in Intensive Care: Assessment of the Role of Cardiorespiratory Features
Cristian Drudi, Maximiliano Mollura, Li-wei H. Lehman et al. IEEE Open Journal of Engineering in Medicine and Biology, 2024. Cites: paper

Artificial Intelligence Based Anomaly Detection in Patient Health Monitoring Using Ensemble Learning Methods
P. Ajitha. International Conference on Artificial Intelligence, Communication, IoT, Data Engineering and Security (IACIDS), 2024. Cites: paper

Artificial Intelligence in the Context of Crime and Criminal Justice
Benoît Dupont, Yuan Y. Stevens, Hannes Westermann et al. SSRN Electronic Journal, 2024. Cites: paper

Artificial Intelligence to Support Self-management and Coaching
Elliot G. Mitchell, Lena Mamykina. Elsevier eBooks, 2024. Cites: paper

A Step Towards Painless Diabetes Management: Ai-Driven Non-Invasive Blood Glucose Monitoring
Luis Felipe de Deus, Cesar Ramos Rodrigues. SSRN Electronic Journal, 2024. Cites: paper

A Systematic Review of NLP Applications in Clinical Healthcare: Advancement and Challenges
Rachit Garg, Anshul Gupta. Lecture notes in networks and systems, 2024. Cites: paper

Auditing and Generating Synthetic Data with Controllable Trust Trade-offs
Brian M. Belgodere, Pierre Dognin, Adam Ivankay et al. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2024. Cites: paper

Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
Suhan Cui, Jiaqi Wang, Yuan Zhong et al. Society for Industrial and Applied Mathematics eBooks, 2024. Cites: paper

Automated HIV Case Identification from the MIMIC-IV Database.
Kai Jiang, Tru Hoang Cao. PubMed, 2024. Cites: paper

Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care
Niall Taylor, Andrey Kormilitzin, Isabelle Lorge et al. SSRN Electronic Journal, 2024. Cites: paper

Best of Both Worlds: Bridging One Model for All and Group-Specific Model Approaches using Ensemble-based Subpopulation Modeling.
Purity Mugambi, Stephanie Carreiro. PubMed, 2024. Cites: paper

CardiacRT-NN: Real-Time Detection of Cardiovascular Disease Using Self-attention CNN-LSTM for Embedded Systems
Yixin Li, Ning Sui, Anil K. Gehi et al. Lecture notes in computer science, 2024. Cites: paper

Causal Inference Meets Deep Learning: A Comprehensive Survey
Licheng Jiao, Yuhan Wang, Xu Liu et al. Research, 2024. Cites: paper

CauseKG: A Framework Enhancing Causal Inference With Implicit Knowledge Deduced From Knowledge Graphs
Hao Huang, María-Esther Vidal. IEEE Access, 2024. Cites: paper

Clinical Applications of AI in Pain Medicine
Marco Cascella. Springer eBooks, 2024. Cites: paper

Clinical Datasets: Open Access Electronic Health Records Datasets
Mary Regina Boland. Springer eBooks, 2024. Cites: paper

Clinical value of the red blood cell distribution width to albumin ratio in the assessment of prognosis in critically ill patients with sepsis: a retrospective analysis
Chengyong Ma, Guopeng Liang, Bo Wang et al. Journal of Thoracic Disease, 2024. Cites: paper

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: paper

Comparison of Different Methods for Estimation of Arterial Blood Pressure Using PPG Signals
Teodora Mladenovska, Nevena Ackovska, Magdalena Kostoska et al. EAI/Springer Innovations in Communication and Computing, 2024. Cites: paper

Continuous Identification of Sepsis-Associated Acute Heart Failure Patients: An Integrated LSTM-Based Algorithm
Jinhu Zhuang, Linyan Xie, Chenxi Peng et al. Lecture notes in computer science, 2024. Cites: paper

Contrastive Multitask Transformer for Hospital Mortality and Length-of-Stay Prediction
Fergus Pick, Xianghua Xie, Lin Yuanbo Wu. Lecture notes in computer science, 2024. Cites: paper

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: paper

Data-Driven Knowledge Transfer in Batch Q* Learning
Elynn Chen, Xi Chen, Wenbo Jing. SSRN Electronic Journal, 2024. Cites: paper

DBCompliant: Extending Database Management Systems to Support Compliance Functionality
Alexander Rasin, Nick Scope, Ben Lenard et al. Lecture notes in computer science, 2024. Cites: paper

Deep learning model utilization for mortality prediction in mechanically ventilated ICU patients
Negin Ashrafi, Yiming Liu, Xin Xu et al. Informatics in Medicine Unlocked, 2024. Cites: paper

Deep Learning Model Utilization for Mortality Prediction in Mechanically Ventilated Icu Patients
Yiming Liu, Yingqi Wang, Xin Xu et al. SSRN Electronic Journal, 2024. Cites: paper

Developing Healthcare Language Model Embedding Spaces
Niall Taylor, Daniel Schofield, Andrey Kormilitzin et al. SSRN Electronic Journal, 2024. Cites: paper

Cited by