Publications citing MIMIC-III Waveform Database v1.0

Effective Natural Language Processing Algorithms for Gout Flare Early Alert from Chief Complaints
Lucas Lopes Oliveira, Xiaorui Jiang, Aryalakshmi Nellippillipathil Babu et al. medRxiv, 2023. Cites: paper

Explainable reinforcement learning (XRL): a systematic literature review and taxonomy
Yanzhe Bekkemoen. Machine Learning, 2023. Cites: paper

Adaptive Local Maximum Synchrosqueezing Transform via Adaptive Window With Time-Varying Function and Time- Varying Searching Region
Yang Zhou, Bingo Wing‐Kuen Ling. IEEE Transactions on Instrumentation and Measurement, 2023. Cites: paper

Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation
Rui Yang, Qingcheng Zeng, Keen You et al. PubMed, 2023. Cites: paper

Association Between White Blood Cell-to-Haemoglobin Ratio and 30 Day Mortality in Heart Failure in Intensive Care Unit
Li Ren, Zhaoling Li, Lian Duan et al. ESC Heart Failure, 2023. Cites: paper

Representation Learning for Person or Entity-Centric Knowledge Graphs: An Application in Healthcare
Christos Theodoropoulos, Natasha Mulligan, Thaddeus S. Stappenbeck et al. ACM International Conference on Knowledge Capture (K-CAP), 2023. Cites: paper

An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing
Le Peng, Gaoxiang Luo, Sicheng Zhou et al. medRxiv, 2023. Cites: paper

Artificial Intelligence Applications for Osteoporosis Classification Using Computed Tomography
Wilson Ong, Ren Wei Liu, Andrew Makmur et al. Bioengineering, 2023. Cites: paper

Association Between Loop Diuretics and Mortality in Patients With Cardiac Surgery–Associated Acute Kidney Injury: A Retrospective Propensity Score–Weighted Analysis
Shouqiang Zhu, Ziyu Zheng, Lini Wang et al. Anesthesia & Analgesia, 2023. Cites: paper

A Systematic Approach Focused on Machine Learning Models for Exploring the Landscape of Physiological Measurement and Estimation Using Photoplethysmography (PPG)
Javed Alam, Mohammad Firoz Khan, Meraj Alam Khan et al. Journal of Cardiovascular Translational Research, 2023. Cites: paper

Causal inference using observational intensive care unit data: a scoping review and recommendations for future practice
Jim M Smit, Jesse H. Krijthe, Wouter M. R. Kant et al. npj Digital Medicine, 2023. Cites: paper

Explainable Artificial Intelligence Warning Model Using an Ensemble Approach for In-Hospital Cardiac Arrest Prediction: Retrospective Cohort Study
Yun Kwan Kim, Ja Hyung Koo, Sun Jung Lee et al. Journal of Medical Internet Research, 2023. Cites: paper

Towards Robust Deep Learning Methods for Time Series Data and their Applications
Chrysoula Kosma. 2023. Cites: paper

A survey of the recent trends in deep learning for literature based discovery in the biomedical domain
Eugenio Cesario, Carmela Comito, Ester Zumpano. Neurocomputing, 2023. Cites: paper

Debiasing Medication Recommendation with Counterfactual Analysis
Pei Song Tang, Chunping Ouyang, Yongbin Liu. Communications in computer and information science, 2023. Cites: paper

Designing an internet of things laboratory to improve student understanding of secure IoT systems
A. Ravishankar Rao, Angela Elias-Medina. Internet of Things and Cyber-Physical Systems, 2023. Cites: paper

Adverse Impact of Sodium Bicarbonate Administration on Multiple Outcomes in Acute Pancreatitis Patients With Hyperlactatemia
Tianao Yan, Chun Zhang, Yifei Ma et al. Pancreas, 2023. Cites: paper

Generative adversarial networks in dental imaging: a systematic review
Sujin Yang, Kee‐Deog Kim, Eiichiro Ariji et al. Oral Radiology, 2023. Cites: paper

Multi-view Graph Representation Learning via Mutual Learning for Drug RecommendationDrug Recommendation via Multi-view Graph Learning
Liang Wang, Wushao Wen, Jinghui Qin. International Conference on Internet of Things, Automation and Artificial Intelligence (IoTAAI), 2023. Cites: paper

Artificial Intelligence in medicine
Urvi Sonawane, Matthieu Komorowski. transcript Verlag eBooks, 2023. Cites: paper

Development of a predictive nomogram for 28-day mortality risk in non-traumatic or post-traumatic subarachnoid hemorrhage patients
Guiqiang Miao, Zhenbin Cai, Xin He et al. Neurological Sciences, 2023. Cites: paper

Secure and privacy-preserving automated machine learning operations into end-to-end integrated IoT-edge-artificial intelligence-blockchain monitoring system for diabetes mellitus prediction
Alain Hennebelle, Leila Ismail, Huned Materwala et al. Computational and Structural Biotechnology Journal, 2023. Cites: paper

An AdaBoost-based algorithm to detect hospital-acquired pressure injury in the presence of conflicting annotations
Joyce C. Ho, Mani Sotoodeh, Wenhui Zhang et al. Computers in Biology and Medicine, 2023. Cites: paper

Assessing the Potential of a Deep Learning Tool to Improve Fracture Detection by Radiologists and Emergency Physicians on Extremity Radiographs
Tianyuan Fu, Vidya Sankar Viswanathan, Alexandre Attia et al. Academic Radiology, 2023. Cites: paper

Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study
Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno et al. Applied Intelligence, 2023. Cites: paper

Design of a CNN1D for Control and Monitoring of Blood Pressure
Vanessa Susana Rodriguez Barrios, Fernando Miguel Méndez Torrenegra, Daladier Jabba. IEEE Colombian Caribbean Conference (C3), 2023. Cites: paper

Fair patient model: Mitigating bias in the patient representation learned from the electronic health records
Sonish Sivarajkumar, Yufei Huang, Yanshan Wang. Journal of Biomedical Informatics, 2023. Cites: paper

Context-Aware Clinical Diagnosis Prediction via Hierarchical Ontology Representation
Bolin Zhu, Chen Liu, Jiaojiao Wang et al. IEEE International Conference on Medical Artificial Intelligence (MedAI), 2023. Cites: paper

Artificial intelligence (AI) for neurologists: do digital neurones dream of electric sheep?
Joshua Au Yeung, Yang Yang Wang, Željko Kraljević et al. Practical Neurology, 2023. Cites: paper

Association Between Temperature During Intensive Care Unit and Mortality in Patients With Acute Respiratory Distress Syndrome
Yipeng Fang, Yunfei Zhang, Xianxi Huang et al. Therapeutic Hypothermia and Temperature Management, 2023. Cites: paper

Multiple Convolutional Neural Networks with Stratified K Fold Strategy for ICD Code Classification
Earl John T. Conag, Marc Lloyd S. Quisel, Glenn B. Pepito. International Conference on Information Technology and Digital Applications (ICITDA), 2023. Cites: paper

Prediction of ICU Mortality Risk Based on Task-Aware Feature Reconstruction
Mengfei Yan, Ruirui Ji, Xin Quan et al. China Automation Congress (CAC), 2023. Cites: paper

A study of generative large language model for medical research and healthcare
Peng Cheng, Xi Yang, Aokun Chen et al. npj Digital Medicine, 2023. Cites: paper

Beyond Quantity
Andreas Sudmann, Anna Echterhölter, Markus Ramsauer et al. transcript Verlag eBooks, 2023. Cites: paper

Combining Reverse Temporal Attention Mechanism and Dynamic Similarity Analysis for Disease Prediction
Xiaowen Zhang, Yuxia Lei, Guangshun Li et al. IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), 2023. Cites: paper

ICU Patients’ Pattern Recognition and Correlation Identification of Vital Parameters Using Optimized Machine Learning Models
Ganesh Yallabandi, Veena Mayya, Jayakumar Jeganathan et al. International journal of electrical and computer engineering systems, 2023. Cites: paper

Healthy Young POLes – HYPOL database with synchronised beat-to-beat heart rate and blood pressure signals
Przemysław Guzik, Tomasz Krauze, Andrzej Wykrętowicz et al. Journal of Medical Science, 2023. Cites: paper

Histamine H2 receptor antagonist exhibited comparable all-cause mortality-decreasing effect as β-blockers in critically ill patients with heart failure: a cohort study
Xue‐Sha Zhang, Wen-Ke Cai, Ping Wang et al. Frontiers in Pharmacology, 2023. Cites: paper

Sepsis Treatment Recommendation Using Sensitivity to Input Medicine Dosage in Deep Neural Networks
Eu‐Tteum Baek. Applied Sciences, 2023. Cites: paper

BioWiC: An Evaluation Benchmark for Biomedical Concept Representation
Hossein Rouhizadeh, Irina Nikishina, Anthony Yazdani et al. bioRxiv (Cold Spring Harbor Laboratory), 2023. Cites: paper

A Lightweight Hybrid Model Using Multiscale Markov Transition Field for Real-Time Quality Assessment of Photoplethysmography Signals
Jian Liu, Shuaicong Hu, Yanan Wang et al. IEEE Journal of Biomedical and Health Informatics, 2023. Cites: paper

Forecasting Treatment Outcomes Over Time Using Alternating Deep Sequential Models
Feng Chung Wu, Guoshuai Zhao, Yuerong Zhou et al. IEEE Transactions on Biomedical Engineering, 2023. Cites: paper

Does Reinforcement Learning Improve Outcomes for Critically Ill Patients? A Systematic Review and Level-of-Readiness Assessment
Martijn Otten, Ameet R. Jagesar, Tariq A. Dam et al. Critical Care Medicine, 2023. Cites: paper

Enriching Data Science and Health Care Education: Application and Impact of Synthetic Data Sets Through the Health Gym Project
Nicholas I-Hsien Kuo, Oscar Perez‐Concha, Mark Hanly et al. JMIR Medical Education, 2023. Cites: paper

The SingHealth Perioperative and Anesthesia Subject Area Registry (PASAR), a large-scale perioperative data mart and registry
Hairil Rizal Abdullah, Daniel Yan Zheng Lim, Yuhe Ke et al. Korean Journal of Anesthesiology, 2023. Cites: paper

Optimal and Safe Estimation for High-Dimensional Semi-Supervised Learning
Siyi Deng, Yang Ning, Jiwei Zhao et al. Journal of the American Statistical Association, 2023. Cites: paper

Quantifying the impact of AI recommendations with explanations on prescription decision making
Myura Nagendran, Paul Festor, Matthieu Komorowski et al. npj Digital Medicine, 2023. Cites: paper

MedCT-BERT: Multimodal Mortality Prediction using Medical ConvTransformer-BERT Model
Ke Zhang, Ke Niu, Yuhang Zhou et al. IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2023. Cites: paper

Your smartphone could act as a pulse-oximeter and as a single-lead ECG
Ahsan Mehmood, Asma Sarouji, Muhammad Mahboob Ur Rahman et al. Scientific Reports, 2023. Cites: paper

Artificial Intelligence in medicine
Urvi Sonawane, Matthieu Komorowski. AI critique, 2023. Cites: paper

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