Publications citing MIMIC-III Waveform Database v1.0

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

Development of Clinical NLP Systems
Hua Xu, Dina Demner Fushman. Cognitive informatics in biomedicine and healthcare, 2024. Cites: paper

DiagNCF: Diagnosis Neural Collaborative Filtering for Accurate Medical Recommendation
Qingyi Pan, Jingyi Zhang. Lecture notes in computer science, 2024. Cites: paper

Disentangling syntactics, semantics, and pragmatics in natural language processing
Xulang Zhang. 2024. Cites: paper

DiVerFed: Distribution-Aware Vertical Federated Learning for Missing Information
Pengyu Qiu, Yongchao Liu, Xintan Zeng. Lecture notes in computer science, 2024. Cites: paper

DMSDR: Drug Molecule Synergy-Enhanced Network for Drug Recommendation with Multi-source Domain Knowledge
Kang An, Mingyu Lu, Yijia Zhang. Lecture notes in computer science, 2024. Cites: paper

Early Extraordinary Heart Rate and Diastolic Arterial Pressure Predict Mortality in Sepsis Associated Myocardial Injury Patients: A Multi-Center Retrospective Cohort Study
Wanjun Liu, Jinjin Dai, Pengyue Zhang et al. SSRN Electronic Journal, 2024. Cites: paper

Early Prediction of Sepsis in the Intensive Care Unit Using the GRU-D-MGP-TCN Model
Seunghee Lee, GeonChul Shin, JeongSeok Hwang et al. IEEE Access, 2024. Cites: paper

Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks
Niall Taylor, Upamanyu Ghose, Omid Rohanian et al. SSRN Electronic Journal, 2024. Cites: paper

Efficient Observation Time Window Segmentation for Administrative Data Machine Learning
Musa Taib, Geoffrey G. Messier. IEEE Access, 2024. Cites: paper

Energy balancing of covariate distributions
Jared D. Huling, Simon Mak. Journal of Causal Inference, 2024. Cites: paper

Enhancing ICU Management and Addressing Challenges in Türkiye Through AI-Powered Patient Classification and Increased Usability With ICU Placement Software
Yiḡit Hakverdi, Melih Urve Gümüş, Ayhan Taştekın et al. IEEE Access, 2024. Cites: paper

Enhancing Label-Efficient Medical Image Segmentation with Text-Guided Diffusion Models
Chun-Mei Feng. Lecture notes in computer science, 2024. Cites: paper

Enhancing Predictive Models to Lower Rehospitalization Risk: Utilizing Historical Medical Records for AI-Driven Interventions
Giada Confortola, Mika Takata, Naoaki Yokoi et al. IEEE Access, 2024. Cites: paper

Evaluating Prognostic Bias of Critical Illness Severity Scores Based on Age, Sex, and Primary Language in the United States: A Retrospective Multicenter Study
Xiaoli Liu, Max Shen, Margaret Lie et al. Critical Care Explorations, 2024. Cites: paper

Explainable Deep Contrastive Federated Learning System for Early Prediction of Clinical Status in Intensive Care Unit
Trong-Nghia Nguyen, Hyung-Jeong Yang, Bo‐Gun Kho et al. IEEE Access, 2024. Cites: paper

Explainable Multi-task Learning Approach for Skin Lesion Classification
Keny Patel, Nitya Mehta, S. Easwaran et al. Smart sensors, measurement and instrumentation, 2024. Cites: paper

Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting
Christian Klötergens, Vijaya Krishna Yalavarthi, Maximilian Stubbemann et al. Lecture notes in computer science, 2024. Cites: paper

Future Research Questions for Improving COPD Diagnosis and Care
Ahmed S. Sadaka. Frontiers research topics, 2024. Cites: paper

GatorCLR: Personalized Predictions of Patient Outcomes on Electronic Health Records Using Self-Supervised Contrastive Graph Representation
Yuxi Liu, Zhenhao Zhang, Jiacong Mi et al. Journal of Biomedical Informatics, 2024. Cites: paper

Health Analytics and Precision Medicine
Mary Regina Boland. Springer eBooks, 2024. Cites: paper

Health-Related Data Analysis Using Metaheuristic Optimization and Machine Learning
Annisa Darmawahyuni, Siti Nurmaini, Bambang Tutuko et al. IEEE Access, 2024. Cites: paper

Heart rate/temperature ratio: A practical prognostic indicator for critically ill patients with sepsis
Zongbin Lin, Shan Lin. Heliyon, 2024. Cites: paper

HgbNet: Predicting Hemoglobin Level/Anemia Degree From Irregular EHR
Zhuo Zhi, Moe Elbadawi, Adam Daneshmend et al. IEEE Access, 2024. Cites: paper

Hybrid Attention Knowledge Fusion Network for Automated Medical Code Assignment
Shilong Wang, Xiaobo Li, Wen Qu et al. Lecture notes in computer science, 2024. Cites: paper

Impact of Clinical Features on Disease Diagnosis Using Knowledge Graph Embedding and Machine Learning: A Detailed Analysis
Shivani Dhiman, Anjali Thukral, Punam Bedi. Communications in computer and information science, 2024. Cites: paper

Implementation of the Time Series and the Convolutional Vision Transformers for Biological Signal Processing - Blood Pressure Estimation from Photoplethysmogram
Ivan Kuzmanov, Nevena Ackovska, Fedor Lehocki et al. Communications in computer and information science, 2024. Cites: paper

Information Retrieval
Kirk E Roberts. Cognitive informatics in biomedicine and healthcare, 2024. Cites: paper

Interventions to improve appropriateness of laboratory testing in the intensive care unit: a narrative review
Luigi Devis, Émilie Catry, Patrick M. Honoré et al. Annals of Intensive Care, 2024. Cites: paper

KEIM: Knowledge Graph Empowered Interpretable Model for Diagnosis Prediction
Zhaojing Luo, Chi Zhang, Hao Wang et al. Lecture notes in computer science, 2024. Cites: paper

Knowledge Injected Multimodal Irregular EHRs Model for Medical Prediction
Sicen Liu, Hao Chen. Lecture notes in computer science, 2024. Cites: paper

Label Privacy Source Coding in Vertical Federated Learning
Dashan Gao, Sheng Wan, Hanlin Gu et al. Lecture notes in computer science, 2024. Cites: paper

Large Language Models in Neurosurgery
Antonio Di Ieva, Caleb Stewart, Eric Suero Molina. Advances in experimental medicine and biology, 2024. Cites: paper

Leveraging Deep Active Learning to Identify Low-Resource Mobility Functioning Information in Public Clinical Notes
Tuan-Dung Le, Thanh Thieu, Samuel Alvarado et al. SSRN Electronic Journal, 2024. Cites: paper

Longitudinal data and a semantic similarity reward for chest X-ray report generation
Aaron Nicolson, Jason Dowling, Douglas Anderson et al. Informatics in Medicine Unlocked, 2024. Cites: paper

LSTM Model for Sepsis Detection and Classification Using PPG Signals
Michael A. Alvarez-Navarro, Luis Huallparimachi, Sebastián A. Cruz-Romero et al. Lecture notes in networks and systems, 2024. Cites: paper

Machine Learning-Based Early Epilepsy Diagnosis with Secure EEG Data Sharing Using Blockchain
G. Lakshmi Sai Bhargavi, Routhu Shanmukh, T. Lokesh et al. Lecture notes in networks and systems, 2024. Cites: paper

MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation
Yuan Zhong, Suhan Cui, Jiaqi Wang et al. Society for Industrial and Applied Mathematics eBooks, 2024. Cites: paper

Medroberta.Nl: An Anonymous Dutch Medical Language Model Pre-Trained on Electronic Health Records
Stella Verkijk, Piek T. J. M. Vossen. SSRN Electronic Journal, 2024. Cites: paper

MedSyn: LLM-Based Synthetic Medical Text Generation Framework
Gleb Kumichev, Pavel Dmitrievich Blinov, Yulia Kuzkina et al. Lecture notes in computer science, 2024. Cites: paper

Me-LLaMA: Medical Foundation Large Language Models for Comprehensive Text Analysis and Beyond
Qianqian Xie, Qingyu Chen, Aokun Chen et al. SSRN Electronic Journal, 2024. Cites: paper

Mining for Health: A Comparison of Word Embedding Methods for Analysis of EHRs Data
Emily J. Getzen, Yucheng Ruan, Lyle Ungar et al. ICSA book series in statistics, 2024. Cites: paper

Multi-grained Cross-Modal Feature Fusion Network for Diagnosis Prediction
Ying An, Zhenrui Zhao, Xianlai Chen. Lecture notes in computer science, 2024. Cites: paper

Natural language processing in oncology
Sander Puts, Catharina M.L. Zegers, Stuti Nayak et al. Elsevier eBooks, 2024. Cites: paper

New Human-Annotated Dataset of Czech Health Records for Training Medical Concept Recognition Models
Krištof Anetta, Aleš Horák. Lecture notes in computer science, 2024. Cites: paper

Normal-only Anomaly detection in environmental sensors in CPS: A comprehensive review
Yaa Takyiwaa Acquaah, Kaushik Roy. IEEE Access, 2024. Cites: paper

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