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

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

Object Synchronizations and Specializations with Silent Objects in Object-Centric Petri Nets
Jan Niklas van Detten, Pol Schumacher, Sander J. J. Leemans. Lecture notes in computer science, 2024. Cites: paper

ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection
Sunjae Kwon, Xun Wang, Weisong Liu et al. Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), 2024. Cites: paper

Online Supplemental Materials for HEX: Human-in-the-Loop Explainability via Deep Reinforcement Learning
Michael T. Lash. SSRN Electronic Journal, 2024. Cites: paper

On the Interpretability and Explainability of Prototype-Based Methods and Reinforcement Learning
Omid Davoudi. 2024. Cites: paper

Optimizing Healthcare Big Data Processing with Containerized PySpark and Parallel Computing: A Study on ETL Pipeline Efficiency
Ehsan Soltanmohammadi, Neşet Hikmet. Journal of Data Analysis and Information Processing, 2024. Cites: paper

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