Publications citing MIMIC-III Waveform Database v1.0

LGTRL-DE: Local and Global Temporal Representation Learning with Demographic Embedding for in-hospital mortality prediction
Mengjie Zou, Ying An, Hulin Kuang et al. Journal of Biomedical Informatics, 2023. Cites: paper

A flexible symbolic regression method for constructing interpretable clinical prediction models
William La Cava, Paul C. Lee, Imran Ajmal et al. npj Digital Medicine, 2023. Cites: paper

Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review
David Fraile Navarro, Kiran Ijaz, Dana Rezazadegan et al. International Journal of Medical Informatics, 2023. Cites: paper

Utilizing Large Language Models to Simplify Radiology Reports: a comparative analysis of ChatGPT3.5, ChatGPT4.0, Google Bard, and Microsoft Bing
Rushabh H. Doshi, Kanhai Amin, Pavan Khosla et al. medRxiv, 2023. Cites: paper

Identifying Risk Factors Associated With Lower Back Pain in Electronic Medical Record Free Text: Deep Learning Approach Using Clinical Note Annotations
Aman Jaiswal, Alan Katz, Marcello Nesca et al. JMIR Medical Informatics, 2023. Cites: paper

Impact of translation on biomedical information extraction: evaluation on real-life clinical notes (Preprint)
Christel Gérardin, Yuhan Xiong, Perceval Wajsbürt et al. 2023. Cites: paper

Multimodality Video Acquisition System for the Assessment of Vital Distress in Children
Vincent Boivin, Mana Shahriari, Gaspar Faure et al. Sensors, 2023. Cites: paper

RTANet: Recommendation Target-Aware Network Embedding
Qimeng Cao, Qing Yin, Yunya Song et al. Proceedings of the International AAAI Conference on Web and Social Media, 2023. Cites: paper

Adoption of machine learning algorithm for predicting the length of stay of patients (construction workers) during COVID pandemic
S. Selvakumara Samy, S. Karthick, Meghna Ghosal et al. International Journal of Information Technology, 2023. Cites: paper

Association between neutrophil percentage-to-albumin ratio and 28-day mortality in Chinese patients with sepsis
Chunying Hu, Yinyan He, Jinfeng Li et al. Journal of International Medical Research, 2023. Cites: paper

Automatic ICD-10 Code Association: A Challenging Task on French Clinical Texts
Yakini Tchouka, Jean-François Couchot, David Laiymani et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2023. Cites: paper

Development and Validation of a Dynamic Nomogram for Predicting in-Hospital Mortality in Patients with Acute Pancreatitis: A Retrospective Cohort Study in the Intensive Care Unit
Kang Zou, Shu Huang, Wensen Ren et al. International Journal of General Medicine, 2023. Cites: paper

DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning
Elahe Rahimian, Golara Javadi, Frederick Tung et al. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023. Cites: paper

Early prediction of the risk of ICU mortality with Deep Federated Learning
Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2023. Cites: paper

Effect of incorporating metadata to the generation of synthetic time series in a healthcare context
Imanol Isasa, Mikel Hernandez, Gorka Epelde et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2023. Cites: paper

Extensive evaluation of transformer-based architectures for adverse drug events extraction
Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni et al. Knowledge-Based Systems, 2023. Cites: paper

Finger Versus Wrist Photoplethysmography Signals: Implications for Wearable Blood Pressure Monitoring
Wenlong Wu, Yun Ling Zou, Chunlong Tu et al. IEEE Conference on Artificial Intelligence (CAI), 2023. Cites: paper

Prediction of Length-of-stay at Intensive Care Unit (ICU) Using Machine Learning based on MIMIC-III Database
Md Nahid Hasan, Sammi Hamdan, Samir Poudel et al. IEEE Conference on Artificial Intelligence (CAI), 2023. Cites: paper

PsyBERTpt: A Clinical Entity Recognition Model for Psychiatric Narratives
Luiz Henrique Pereira Niero, Ivan Rizzo Guilherme, Lucas Emanuel Silva e Oliveira et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2023. Cites: paper

Trans-ARPG: Automated ICD Coding method based on Adversarial Reinforcement Path Generation and Transformer mechanism
Yunzhu Zhang, Jin Zhang, Xianfeng Liu. International Conference on Frontiers of Robotics and Software Engineering (FRSE), 2023. Cites: paper

Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction
Yi Xu, Armin Bazarjani, Hyung‐gun Chi et al. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings, 2023. Cites: paper

Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images
Ming Y. Lu, Bowen Chen, Andrew Zhang et al. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings, 2023. Cites: paper

Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey
Jiaoyan Chen, Yuxia Geng, Zhuo Chen et al. Proceedings of the IEEE, 2023. Cites: paper

Impact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysis
Luis Felipe Reyes, Esteban Garcia, Elsa Daniela Ibañez-Prada et al. Critical Care, 2023. Cites: paper

Modified Nutrition Risk in the Critically ill score and mortality in critically ill patients with traumatic brain injury
P Li, Sikai Li, Shanshan Liu et al. Nutrition in Clinical Practice, 2023. Cites: paper

Federated Inverse Reinforcement Learning for Smart ICUs With Differential Privacy
Wei Gong, L. J. Cao, Yifei Zhu et al. IEEE Internet of Things Journal, 2023. Cites: paper

Perspective of artificial intelligence in healthcare data management: A journey towards precision medicine
Nancy Sanjay Gupta, Pravir Kumar. Computers in Biology and Medicine, 2023. Cites: paper

Analysis of various techniques for ECG signal in healthcare, past, present, and future
Thivya Anbalagan, Malaya Kumar Nath, D. Vijayalakshmi et al. Biomedical Engineering Advances, 2023. Cites: paper

Ontology-Based Reasoning to Classify Behaviors Associated with Chronic Disease Risk Factors
Lucas Pfeiffer Salom�ão Dias, Henrique Damasceno Vianna, Wesllei Felipe Heckler et al. Anais do Simpósio Brasileiro de Sistemas de Informação (SBSI), 2023. Cites: paper

Mobile E-Health On-Demand Knowledge Sharing with Copyright Protection: Joint Blockchain and NFT Approach
Guozhi Hao, Jun Wu, Shahid Mumtaz. International Conference on Communications, 2023. Cites: paper

Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications
Jin Li, Benjamin J. Cairns, Jingsong Li et al. npj Digital Medicine, 2023. Cites: paper

The PaO2/FiO2 is independently associated with 28-day mortality in patients with sepsis: a retrospective analysis from MIMIC-IV database
Hongying Bi, Xu Liu, Chi Chen et al. BMC Pulmonary Medicine, 2023. Cites: paper

Dumpy: A Compact and Adaptive Index for Large Data Series Collections
Zeyu Wang, Qitong Wang, Peng Wang et al. Proceedings of the ACM on Management of Data, 2023. Cites: paper

MedLens: Improve Mortality Prediction Via Medical Signs Selecting and Regression
Xuesong Ye, Jun Wu, Chengjie Mou et al. IEEE International Conference on Computer Communication and Artificial Intelligence (CCAI), 2023. Cites: paper

Association between input/weight ratio and acute kidney injury in obese critical ill patients: a propensity analysis of multicenter clinical databases
Jiang Du, Dan Zhang, Jie Xie et al. Internal and Emergency Medicine, 2023. Cites: paper

Risk factors of pneumonia among elderly with robust Poisson regression - A study on mimic III data
Kalesh M Karun, Amitha Puranik, Lintu M.K. et al. Biomedicine, 2023. Cites: paper

A-BBL: A Risk Prediction Model for Patient Readmission based on Electronic Medical Records
Nan Yin, Yong Li. Journal of Computing and Electronic Information Management, 2023. Cites: paper

Intelligence artificielle & anesthésie
Julien Burey, Yoann D. Elmaleh, Christophe Quesnel. Le Praticien en Anesthésie Réanimation, 2023. Cites: paper

Interaction of lactate/albumin and geriatric nutritional risk index on the all‐cause mortality of elderly patients with critically ill heart failure: A cohort study
Wanli Chen, Meixia Chen, Xiao Qiao. Clinical Cardiology, 2023. Cites: paper

NSICA: Multi-objective imperialist competitive algorithm for feature selection in arrhythmia diagnosis
Mehdi Ayar, Ayaz Isazadeh, Farhad Soleimanian Gharehchopogh et al. Computers in Biology and Medicine, 2023. Cites: paper

Relationship between serum bicarbonate levels and the risk of death within 30 days in ICU patients with acute ischemic stroke
Xia Huang, Yuanyuan Zhang. Frontiers in Neurology, 2023. Cites: paper

Urine output for predicting in-hospital mortality of intensive care patients with cardiogenic shock
Tianyang Hu, Rongzhong Huang. Heliyon, 2023. Cites: paper

PPG2ECGps: An End-to-End Subject-Specific Deep Neural Network Model for Electrocardiogram Reconstruction from Photoplethysmography Signals without Pulse Arrival Time Adjustments
Qunfeng Tang, Zhencheng Chen, Rabab Kreidieh Ward et al. Bioengineering, 2023. Cites: paper

Federated learning for secure IoMT-applications in smart healthcare systems: A comprehensive review
Sita Rani, Aman Kataria, Sachin Kumar et al. Knowledge-Based Systems, 2023. Cites: paper

A survey on federated learning for security and privacy in healthcare applications
Kristtopher K. Coelho, Michele Nogueira, Alex Borges Vieira et al. Computer Communications, 2023. Cites: paper

Availability of information needed to evaluate algorithmic fairness — A systematic review of publicly accessible critical care databases
Nicholas Fong, Erica M. Langnas, Tyler J. Law et al. Anaesthesia Critical Care & Pain Medicine, 2023. Cites: paper

Comparison of seven shallow and deep regressors in continuous blood pressure and heart rate estimation using single-channel photoplethysmograms under three evaluation cases
Suguru Kanoga, Takayuki Hoshino, Satoshi Kamei et al. Biomedical Signal Processing and Control, 2023. Cites: dataset, paper

Machine learning algorithm to predict the in-hospital mortality in critically ill patients with chronic kidney disease
Xunliang Li, Yuyu Zhu, Wenman Zhao et al. Renal Failure, 2023. Cites: paper

Medication event extraction in clinical notes: Contribution of the WisPerMed team to the n2c2 2022 challenge
Henning Schäfer, Ahmad Idrissi-Yaghir, Jeanette Bewersdorff et al. Journal of Biomedical Informatics, 2023. Cites: paper

Retrieve and rerank for automated ICD coding via Contrastive Learning
Kunying Niu, Yifan Wu, Yaohang Li et al. Journal of Biomedical Informatics, 2023. Cites: paper

Cited by