Publications citing MIMIC-III Waveform Database v1.0

Multimodal survival prediction using TabTransformer and BioClinicalBERT on MIMIC-III
Beatrice Insalata, Fabian Schmidt, Vladimir Vlassov. IEEE International Conference on Big Data (BigData), 2024. Cites: paper

Structured Extraction of Real World Medical Knowledge using LLMs for Summarization and Search
Edward Kim, Manil Shrestha, Richard G. Foty et al. IEEE International Conference on Big Data (BigData), 2024. Cites: paper

Synthetic Simulated Environment for Discrete Manufacturing Systems: A Demonstrator Through a Computational Modeling Approach
Silvan Marti, Paulo Victor Lopes, Siyuan Chen et al. Winter Simulation Conference, 2024. Cites: paper

A survey of multimodal event detection based on data fusion
Manuel Mondal, Mourad Khayati, Hông-Ân Sandlin et al. The VLDB Journal, 2024. Cites: paper

Evidence Extraction for Automated Medical Coding: Preliminary Evaluation
Xiaorui Jiang, Kulsoom Khan, Sumithra Thinakara Vasantha et al. International Conference on Natural Language Processing and Information Retrieval (NLPIR), 2024. Cites: paper

Multiclass arrhythmia classification using multimodal smartwatch photoplethysmography signals collected in real-life settings
Dong Han, Ji-Hye Moon, Luís Roberto Mercado Díaz et al. Research Square, 2024. Cites: paper

Prediction of radiological decision errors from longitudinal analysis of gaze and image features
Anna Anikina, Diliara Ibragimova, Tamerlan Mustafaev et al. Artificial Intelligence in Medicine, 2024. Cites: paper

Revolutionizing Patient Safety: The Economic and Clinical Impact of Artificial Intelligence in Hospitals
Francisco Epelde. Hospitals, 2024. Cites: paper

Topological Knowledge Enhanced Personalized Ranking Model for Sequential Medication Recommendation
Yanda Wang, Lin Yue, Ying Li. Lecture notes in computer science, 2024. Cites: paper

An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of Stay
Tianjian Guo, Indranil R. Bardhan, Ying Ding et al. Information Systems Research, 2024. Cites: paper

Dual-Stream CNN-LSTM Architecture for Cuffless Blood Pressure Estimation From PPG and ECG Signals: A PulseDB Study
Mohd. Rizwan Shaikh, Mohamad Forouzanfar. IEEE Sensors Journal, 2024. Cites: paper

Optimizing Non-Invasive Blood Glucose Prediction Through Data Preprocessing and ResNet50
Chun-Yi Chang, Han-Chun Tsai, Bo-Xian Lee et al. IEEE-EMBS Conference on Biomedical Engineering and Sciences, 2024. Cites: paper

A CLINICAL PREDICTION MODEL FOR SHORT-TERM PROGNOSIS IN PATIENTS WITH NON-ACUTE MYOCARDIAL INFARCTION-RELATED CARDIOGENIC SHOCK
Xiaoke Wang, Xiaojuan Fan, Taibo Wu et al. Shock, 2024. Cites: paper

Artificial intelligence terminology, methodology, and critical appraisal: A primer for headache clinicians and researchers
Gina M. Dumkrieger, Chia‐Chun Chiang, Pengfei Zhang et al. Headache The Journal of Head and Face Pain, 2024. Cites: paper

Biases and Trustworthiness Challenges with Mitigation Strategies for Large Language Models in Healthcare
Maneeha Rani, Bhupesh Kumar Mishra, Dhavalkumar Thakker et al. International Conference on IT and Industrial Technologies (ICIT), 2024. Cites: paper

Generative AI for Healthcare: Applications, Challenges, and Ethical Considerations
IJSREM Journal. INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT, 2024. Cites: paper

Utilizing deep learning-based causal inference to explore vancomycin’s impact on continuous kidney replacement therapy necessity in blood culture-positive intensive care unit patients
Min Woo Kang, Yoonjin Kang. Microbiology Spectrum, 2024. Cites: paper

Artificial intelligence on biomedical signals: technologies, applications, and future directions
Yoon Jae Lee, Cheoljeong Park, Hodam Kim et al. Med-X, 2024. Cites: paper

Cross-Modality Clustering-based Self-Labeling for Multimodal Data Classification
Paweł Zyblewski, Leandro Lei Minku. IEEE ... International Conference on Data Mining workshops, 2024. Cites: paper

EMIT - Event-Based Masked Auto Encoding for Irregular Time Series
Hrishikesh Patel, Ruihong Qiu, Adam Irwin et al. Proceedings, 2024. Cites: paper

ExpDrug: An explainable drug recommendation model based on space feature mapping
Xuan Lu, Yanhong Hao, Furong Peng et al. Neurocomputing, 2024. Cites: paper

Process Mining Influence on Requirement Elicitation for Machine Learning
Lin Chin-Ying, Jeewanie Jayasinghe Arachchige, Faiza Allah Bukhsh. International Conference on Frontiers of Information Technology (FIT), 2024. Cites: paper

Summarizing Clinical Notes using LLMs for ICU Bounceback and Length-of-Stay Prediction
Akash Choudhuri, Philip M. Polgreen, Alberto M. Segre et al. IEEE ... International Conference on Data Mining workshops, 2024. Cites: paper

TSAC-DRM: A Drug Recommendation Model Based on Two-Stage Attention Mechanism and Constraint Learning
Shaofu Lin, Ziqian Qiao, Jianhui Chen. IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 2024. Cites: paper

Circulatory Failure Prediction by Using Wavelet Transform and Machine Learning Methods
Xin Zhao, Xiaokai Nie. IEEE Industrial Electronics Society Annual On-Line Conference (ONCON), 2024. Cites: paper

Machine and Deep Learning Models for Hypoxemia Severity Triage in CBRNE Emergencies
Santino Nanini, Mariem Abid, Yassir Mamouni et al. Diagnostics, 2024. Cites: paper

LCDL: Classification of ICD codes based on disease label co-occurrence dependency and LongFormer with medical knowledge
Yumeng Yang, Hongfei Lin, Zhihao Yang et al. Artificial Intelligence in Medicine, 2024. Cites: paper

Multi-horizon event detection for in-hospital clinical deterioration using dual-channel graph attention network
Thanh-Cong Do, Hyung-Jeong Yang, Soo-Hyung Kim et al. International Journal of Medical Informatics, 2024. Cites: paper

TFQS: HBase-based Cache Optimization Model for Secondary Index
Ding Fan, Meng Zhou, Lizhi Lv. International Conference on Advanced Enterprise Information System (AEIS), 2024. Cites: paper

A machine-learning model for prediction of Acinetobacter baumannii hospital acquired infection
Ido Neuman, Leonid Shvartser, Shmuel Teppler et al. PLoS ONE, 2024. Cites: paper

Contextualized race and ethnicity annotations for clinical text from MIMIC-III
Oliver J. Bear Don’t Walk, Adrienne Pichon, Harry Reyes Nieva et al. Scientific Data, 2024. Cites: paper

Leveraging Multimodal Large Language Models for Enhanced Learning and Application in Building Energy Modeling
Rania Labib. Lecture notes in civil engineering, 2024. Cites: paper

Multiclass arrhythmia classification using multimodal smartwatch photoplethysmography signals collected in real-life settings
Dong Han, Ji-Hye Moon, Luís Roberto Mercado Díaz et al. medRxiv, 2024. Cites: paper

Association between endothelial activation and stress index and 30-day mortality risk in acute myocardial infarction patients: a study based on the medical information mart for intensive care-IV database
Mingmin Sang, Xiaofeng Ma, Fangyi Zhu et al. BMC Cardiovascular Disorders, 2024. Cites: paper

Joint Horizontal and Vertical Federated Learning for Multimodal IoT
Yuanzhe Peng, Zhuo Lu, Jie Xu. ACM Annual International Conference on Mobile Computing and Networking (MobiCom), 2024. Cites: paper

Risk factors for mortality in patients with sepsis on extracorporeal membrane oxygenation and/or continuous renal replacement therapy: a retrospective cohort study based on MIMIC-IV database
Tongxin Chu, Jinyu Pan, Qingyang Song et al. Renal Failure, 2024. Cites: paper

Adding Insult to Injury: When Atrial Fibrillation Encounters Left Bundle Branch Block
Dongsheng Zhao, Nishant Yadav, Yan Dong et al. Reviews in Cardiovascular Medicine, 2024. Cites: paper

Attention-based Multimodal Fusion with Adversarial Network for In-Hospital Mortality Prediction
Ying An, Ruping Qiu, Guo Lin et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

Automatic SQL Query Generation from Code Switched Natural Language Questions on Electronic Medical Records
Haodi Zhang, Jinyin Nie, Zeming Liu et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

CELL: Supplementing Context for Multi-modal Few-shot Cardiologist
Huaicheng Zhang, Jiguang Shi, Yue Ge et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

Challenges and Opportunities of Symbiotic AI in Rare Disease Diagnosis
Serena Lembo, Paola Barra, Satya Ranjan Dash et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

DKINet: Medication Recommendation via Domain Knowledge Informed Deep Learning
Sicen Liu, Xiaolong Wang, Xianbing Zhao et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

Enhancing patient Comprehension: An effective sequential prompting approach to simplifying EHRs using LLMs
Mahshad Koohi H. Dehkordi, Shuxin Zhou, Yehoshua Perl et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

Generating Personalized Imputations for Patient Health Status Prediction in Electronic Health Records
Yang Liu, Weiyu Zhang, Jiasheng Si et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT
Jamie Deng, Yusen Wu, Yelena Yesha et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

Iterative Demographic Attentional Feature Fusion-based CNN and Transformer Network for Accurate Cuffless Blood Pressure Estimation
Liwen Tang, Dingchang Zheng, Fei Chen. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2024. Cites: paper

Large Language Model in Medical Informatics: Direct Classification and Enhanced Text Representations for Automatic ICD Coding
Zeyd Boukhers, AmeerAli Khan, Qusai Ramadan et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

Mitigating Feature Homogenization in Deep Graph Architectures for Clinical Data Representation
Suyang Xi, Bolin Yang, Zhenghan Chen. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

PREDICTING IN-HOSPITAL MORTALITY IN CRITICAL ORTHOPEDIC TRAUMA PATIENTS WITH SEPSIS USING MACHINE LEARNING MODELS
Ze Long, Shengzhi Tan, Baisheng Sun et al. Shock, 2024. Cites: paper

Using clinical entity recognition for curating an interface terminology to aid fast skimming of EHRs
Navya Martin Kollapally, Mahshad Koohi H. Dehkordi, Yehoshua Perl et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

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