Publications citing MIMIC-III Clinical Database Demo v1.4

Effect of incorporating metadata to the generation of synthetic time series in a healthcare context
Imanol Isasa, Mikel Hernandez, Gorka Epelde et al. Proceedings - IEEE Symposium on Computer-Based Medical Systems, 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. Proceedings - IEEE Symposium on Computer-Based Medical Systems, 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. 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

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

Health Synthetic Data to Enable Health Learning System and Innovation: A Scoping Review
Shu‐Feng Tsao, Kam Sharma, Hateem Noor et al. Studies in health technology and informatics, 2023. Cites: paper

Identifying acute kidney injury subphenotypes using an outcome-driven deep-learning approach
Yongsen Tan, Jiahui Huang, Jinhu Zhuang et al. Journal of Biomedical Informatics, 2023. Cites: paper

Learning to Classify Medical Discharge Summaries According to ICD-9
Leonardo Moros, Jérôme Azé, Sandra Bringay et al. Studies in health technology and informatics, 2023. Cites: paper

Patient Electronic Health Record as Temporal Graphs for Health Monitoring
Hugo Le Baher, Jérôme Azé, Sandra Bringay et al. Studies in health technology and informatics, 2023. Cites: paper

Knowledge guided multi-filter residual convolutional neural network for ICD coding from clinical text
Zeyd Boukhers, Prantik Goswami, Jan Jürjens. Neural Computing and Applications, 2023. Cites: paper

Longitudinal hemoglobin trajectories and acute kidney injury in patients undergoing cardiac surgery: a retrospective cohort study
Shouqiang Zhu, Peng Lü, Zhenran Liu et al. Frontiers in Cardiovascular Medicine, 2023. Cites: paper

Mixup Training for Generative Models to Defend Membership Inference Attacks
Zhe Ji, Qiansiqi Hu, Liyao Xiang et al. IEEE Conference on Computer Communications (INFOCOM), 2023. Cites: paper

Towards Predicting Length of Stay and Identification of Cohort Risk Factors Using Self-Attention-Based Transformers and Association Mining: COVID-19 as a Phenotype
Fakhare Alam, Obieda Ananbeh, Khalid Mahmood Malik et al. Diagnostics, 2023. Cites: paper

The Impact of Cardiac Index on Mortality in Patients with Septic Shock: A retrospective study from the MIMIC-IV Database
Chansokhon Ngan, Li Li, Mingchun Wang et al. Research Square, 2023. Cites: paper

Independence Weights for Causal Inference with Continuous Treatments
Jared D. Huling, Noah Greifer, Guanhua Chen. Journal of the American Statistical Association, 2023. Cites: paper

Towards Sentence Level Inference Attack Against Pre-trained Language Models
Kang Gu, Ehsanul Kabir, Neha Ramsurrun et al. Proceedings on Privacy Enhancing Technologies, 2023. Cites: paper

Recurrent Continuous Adversarial Balancing for Estimating Individual Treatment Effect Over Time
Peifei Zhu, Zisheng Li, Masahiro Ogino. International Journal of Computational Intelligence Systems, 2023. Cites: paper

A Predictive Model for Clinical Health Risk Using Multimodal Electronic Health Record Data
Yangqiang Lin, Lei Yu, Yimin Fu et al. International Conference on Medical and Health Informatics (ICMHI), 2023. Cites: paper

Understanding the Clinical Context of Medication Change Events in Clinical Narratives using Pre-trained Clinical Language Models
Tzu‐Ying Chen, Jean Aristide Aquino, Yu-Wen Chiu et al. International Conference on Medical and Health Informatics (ICMHI), 2023. Cites: paper

A Simple Nomogram for Predicting Hospital Mortality of Patients Over 80 Years in ICU: An International Multicenter Retrospective Study
Chao Liu, Xiaoli Liu, Mei Hu et al. The Journals of Gerontology Series A, 2023. Cites: paper

Cited by