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

Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches
Sheikh Sharfuddin Mim, Doina Logofătu, Florin Leon. Communications in computer and information science, 2023. Cites: paper

Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning
Daniel Saggau, Mina Rezaei, Bernd Bischl et al. Findings of the Association for Computational Linguistics: ACL (Findings of ACL), 2023. Cites: paper

e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation
Aaron Nicolson, Jason Dowling, Bevan Koopman. Workshop on Biomedical Language Processing (BioNLP), 2023. Cites: paper

Electronic Medical Record Recommendation System Based on Deep Embedding Learning with Named Entity Recognition
Yuqian Zheng, Xu Yan, Xin Cao et al. Lecture notes in computer science, 2023. Cites: paper

Emulating clinical pressure waveforms in cell culture using an Arduino-controlled millifluidic 3D-printed platform for 96-well plates
Adam Szmelter, Giulia Venturini, Rana J. Abbed et al. Lab on a Chip, 2023. Cites: paper

Enhancing Diagnosis Prediction in Healthcare With Knowledge-Based Recurrent Neural Networks
Hua Shen. IEEE Access, 2023. Cites: paper

Enriching Biomedical Knowledge for Low-resource Language Through Large-scale Translation
Long Phan, Tai Dang, Hieu Tran et al. Conference of the European Chapter of the Association for Computational Linguistics, 2023. Cites: paper

Entity relationship extraction from Chinese electronic medical records based on feature augmentation and cascade binary tagging framework
Xiaoqing Lu, Jijun Tong, Shudong Xia. Mathematical Biosciences & Engineering, 2023. Cites: paper

Evaluation of Sepsis‐1 and Sepsis‐3 Diagnostic Criteria in Patients with Sepsis in Intensive Care Unit
Qianying Song, Weiyu Fei. Journal of Healthcare Engineering, 2023. Cites: paper

Exploring Label Correlations for Quantification of ICD Codes
Isabel Coutinho, Bruno Martins. Lecture notes in computer science, 2023. Cites: paper

FFBDNet: Feature Fusion and Bipartite Decision Networks for Recommending Medication Combination
Zisen Wang, Ying Liang, Zhengjun Liu. Lecture notes in computer science, 2023. Cites: paper

Flexible Classification, Question-Answering and Retrieval with Siamese Neural Networks for Biomedical Texts
Safaa Menad, Saïd Abdeddaïm, Lina Fatima Soualmia. Lecture notes in computer science, 2023. Cites: paper

GDPR and FAIR Compliant Decision Support System Design for Triage and Disease Detection
Alper Karamanlıoğlu, Elif Tansu Sunar, Cihan Cetin et al. Advances in intelligent systems and computing, 2023. Cites: paper

Generation of Synthetic Tabular Healthcare Data Using Generative Adversarial Networks
Alireza Nik, Michael Alexander Riegler, Pål Halvorsen et al. Lecture notes in computer science, 2023. Cites: paper

Harnessing Big Data Analytics for Healthcare: A Comprehensive Review of Frameworks, Implications, Applications, and Impacts
Awais Ahmed, Rui Xi, Mengshu Hou et al. IEEE Access, 2023. Cites: paper

Hawkes Process via Graph Contrastive Discriminant Representation Learning and Transformer Capturing Long-Term Dependencies
Ze Cao, Jian–wei Liu, Zi-hao Cheng. Communications in computer and information science, 2023. Cites: paper

Heart failure disease prediction and stratification with temporal electronic health records data using patient representation
Liang Ye, Chonghui Guo. Journal of Applied Biomedicine, 2023. Cites: paper

Hierarchical Global Pointer Network: An Implicit Relation Inference Method for Gene-Disease Knowledge Discovery
Yiwen Jiang, Wentao Xie. Communications in computer and information science, 2023. Cites: paper

Hierarchical Pretraining on Multimodal Electronic Health Records
Xiaochen Wang, Junyu Luo, Jiaqi Wang et al. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023. Cites: paper

Hierarchical Vision Transformers for Disease Progression Detection in Chest X-Ray Images
Amarachi Blessing Mbakwe, Lyuyang Wang, Mehdi Moradi et al. Lecture notes in computer science, 2023. Cites: paper

Hospital Discharge Summarization Data Provenance
Paul Landes, Aaron Jeremy Chaise, Kunal Patel et al. Workshop on Biomedical Language Processing (BioNLP), 2023. Cites: paper

HSGA: A Hybrid LSTM-CNN Self-Guided Attention to Predict the Future Diagnosis From Discharge Narratives
Gaspard Harerimana, Gun Il Kim, Jong Wook Kim et al. IEEE Access, 2023. Cites: paper

Hypergraph Transformers for EHR-based Clinical Predictions.
Ran Xu, Mohammed Kumail Ali, Joyce C. Ho et al. PubMed, 2023. Cites: paper

Improving Automatic KCD Coding: Introducing the KoDAK and an Optimized Tokenization Method for Korean Clinical Documents
Geunyeong Jeong, Juoh Sun, Seokwon Jeong et al. Clinical Natural Language Processing Workshop (ClinicalNLP), 2023. Cites: paper

Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles
Weipeng Zhou, Majid Afshar, Dmitriy Dligach et al. Clinical Natural Language Processing Workshop (ClinicalNLP), 2023. Cites: paper

Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness
Vincent Jeanselme, Maria De‐Arteaga, Zhe Zhang et al. SSRN Electronic Journal, 2023. Cites: paper

INCOGNITUS: A Toolbox for Automated Clinical Notes Anonymization
Bruno Ribeiro, Vitor Guerra Rolla, Ricardo Santos. Conference of the European Chapter of the Association for Computational Linguistics, 2023. Cites: paper

Intersectionality and Testimonial Injustice in Medical Records
Kenya S. Andrews, Bhuvni Shah, Lu Cheng. Clinical Natural Language Processing Workshop (ClinicalNLP), 2023. Cites: paper

Intriguing Effect of the Correlation Prior on ICD-9 Code Assignment
Zihao Yang, Chenkang Zhang, Muru Wu et al. Annual Meeting of the Association for Computational Linguistics (ACL), 2023. Cites: paper

Justifying Multi-label Text Classifications for Healthcare Applications
João Figueira, Gonçalo M. Correia, Michalina Strzyz et al. Lecture notes in computer science, 2023. Cites: paper

KnowLab at RadSum23: comparing pre-trained language models in radiology report summarization
Jinge Wu, Daqian Shi, Abul Hasan et al. Workshop on Biomedical Language Processing (BioNLP), 2023. Cites: paper

Knowledge graph enrichment from clinical narratives using NLP, NER, and biomedical ontologies for healthcare applications
Anjali Thukral, Shivani Dhiman, Ravi Meher et al. International Journal of Information Technology, 2023. Cites: paper

Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction
Simon Méoni, Éric Villemonte de la Clergerie, Théo Ryffel. Workshop on Biomedical Language Processing (BioNLP), 2023. Cites: paper

Leveraging Natural Language Processing and Clinical Notes for Dementia Detection
Ming Liu, Richard J Beare, Taya Annabelle Collyer et al. Clinical Natural Language Processing Workshop (ClinicalNLP), 2023. Cites: paper

Leveraging TFR-BERT for ICD Diagnoses Ranking
Ana Silva, Pedro Chaves, Sara Rijo et al. Lecture notes in computer science, 2023. Cites: paper

Leveraging Unlabeled Clinical Data to Boost Performance of Risk Stratification Models for Suspected Acute Coronary Syndrome.
Yutong Wu, David Conlan, Siegfried Perez et al. PubMed, 2023. Cites: paper

Long Text Classification using Transformers with Paragraph Selection Strategies
Mohit Tuteja, Daniel González I Juclà. Natural Legal Language Processing Workshop (NLLP), 2023. Cites: paper

Machine Learning for Multimodal Electronic Health Records-Based Research: Challenges and Perspectives
Ziyi Liu, Jiaqi Zhang, Yongshuai Hou et al. Communications in computer and information science, 2023. Cites: paper

Machine Learning Techniques, Applications, and Potential Future Opportunities in Pressure Injuries (Bedsores) Management: A Systematic Review
Odai Y. Dweekat, Sarah S. Lam, Lindsay McGrath. International Journal of Environmental Research and Public Health, 2023. Cites: paper

Making the Most Out of the Limited Context Length: Predictive Power Varies with Clinical Note Type and Note Section
Hong‐Yi Zheng, Yixin Zhu, Lavender Yao Jiang et al. Annual Meeting of the Association for Computational Linguistics (ACL), 2023. Cites: paper

MDACE: MIMIC Documents Annotated with Code Evidence
Hua Nong Cheng, Rana Jafari, April Russell et al. Annual Meeting of the Association for Computational Linguistics (ACL), 2023. Cites: paper

MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation
Zexue He, Yu Wang, An Yan et al. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023. Cites: paper

MedIM: Boost Medical Image Representation via Radiology Report-Guided Masking
Yutong Xie, Lin Gu, Tatsuya Harada et al. Lecture notes in computer science, 2023. Cites: paper

MedRedQA for Medical Consumer Question Answering: Dataset, Tasks, and Neural Baselines
Vincent A. Nguyen, Sarvnaz Karimi, Maciej Rybinski et al. International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL), 2023. Cites: paper

Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text
Melissa Y. Yan, Lise Tuset Gustad, Lise Husby Høvik et al. Clinical Natural Language Processing Workshop (ClinicalNLP), 2023. Cites: paper

Mixed-domain Language Modeling for Processing Long Legal Documents
Wenyue Hua, Yuchen Zhang, Zhe Chen et al. Natural Legal Language Processing Workshop (NLLP), 2023. Cites: paper

Modeling and simulation of biomedical systems
Miodrag Bolić. Elsevier eBooks, 2023. Cites: paper

Modelling Temporal Document Sequences for Clinical ICD Coding
Boon Liang Clarence Ng, Diogo Santos, Marek Rei. Conference of the European Chapter of the Association for Computational Linguistics, 2023. Cites: paper

MuST: Multimodal Spatiotemporal Graph-Transformer for Hospital Readmission Prediction
Yan Miao, Lequan Yu. Lecture notes in computer science, 2023. Cites: paper

Natural Language Processing and Text Mining (Turning Unstructured Data into Structured)
Ayoub Bagheri, Anastasia Giachanou, Pablo J. Mosteiro et al. Springer eBooks, 2023. Cites: paper

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