Publications citing MIMIC-III Clinical Database Demo v1.4

Avanço recente no aprendizado semi-supervisionado para reconhecimento de entidades nomeadas e aplicações clínicas potenciais
Heungmin Lee. 2023. Cites: paper

Continuous diagnosis and prognosis by controlling the update process of deep neural networks
Chenxi Sun, Hongyan Li, Moxian Song et al. Patterns, 2023. Cites: paper

Feature Selection using Generalized Linear Model for Machine Learning-based Sepsis Prediction
Mahbubur Rahman, Adamu Abubakar Ibrahim, Afidalina Tumian. International Conference on Advances in Intelligent Computing and Applications (AICAPS), 2023. Cites: paper

Predicting length of stay ranges by using novel deep neural networks
Hong Zou, Wei Yang, Meng Wang et al. Heliyon, 2023. Cites: paper

Unstructured Data Are Superior to Structured Data for Eliciting Quantitative Smoking History From the Electronic Health Record
John C. Ruckdeschel, Mark Riley, Sriram Parsatharathy et al. JCO Clinical Cancer Informatics, 2023. Cites: paper

固有表現認識のための半教師あり学習の最近の進歩と潜在的な臨床応用
Heungmin Lee. 2023. Cites: paper

Clinical Natural Language Processing for Japanese: Challenges and Opportunities
Judai Yuki. 2023. Cites: paper

Evaluating the Impact of Health Care Data Completeness for Deep Generative Models
Benjamin Smith, Senne Van Steelandt, Anahita Khojandi. Methods of Information in Medicine, 2023. Cites: paper

Permutation Entropy Analysis to Intracranial Hypertension from a Porcine Model
Fernando Pose, Nicolás Marcelo Ciarrocchi, Carlos Videla et al. Entropy, 2023. Cites: paper

β-Blockers could improve the 28-day and 3-year survival of patients with end-stage renal disease: a retrospective cohort study
Hui Dong, Lang Zhou, Luyu Yang et al. International Urology and Nephrology, 2023. Cites: paper

日本語の臨床自然言語処理：課題と機会
Judai Yuki. 2023. Cites: paper

Admission Heart Rate and Mortality in Critically Ill Patients with Acute Aortic Dissection
Zeliang Chen, Wei Pan, Jing Cao et al. International Heart Journal, 2023. Cites: paper

A Framework for Automatic Clustering of EHR Messages Using a Spatial Clustering Approach
Muhammad Ayaz, Muhammad Fermi Pasha, Tham Yu Le et al. Healthcare, 2023. Cites: paper

A prediction model for in-hospital mortality in intensive care unit patients with metastatic cancer
Mei‐Zhen Wu, Haijin Gao. Frontiers in Surgery, 2023. Cites: paper

Visual Analytics for Explainable and Trustworthy Machine Learning
Angelos Chatzimparmpas. 2023. Cites: paper

Smart Work Injury Management (SWIM) System: A Machine Learning Approach for the Prediction of Sick Leave and Rehabilitation Plan
Peter H. F. Ng, Peter Qi Chen, Zackary P. T. Sin et al. Bioengineering, 2023. Cites: paper

TiLT: A Time-Centric Approach for Stream Query Optimization and Parallelization
Anand Jayarajan, Wei Zhao, Yudi Sun et al. International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2023. Cites: paper

Age-adjusted Charlson Comorbidity Index as effective predictor for in-hospital mortality of patients with cardiac arrest: a retrospective study
Nan Zhang, Qingting Lin, Hui Jiang et al. BMC Emergency Medicine, 2023. Cites: paper

DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing
Yanjun Gao, Dmitriy Dligach, Timothy A. Miller et al. Journal of Biomedical Informatics, 2023. Cites: paper

Sentiment analysis of medical record notes for lung cancer patients at the Department of Veterans Affairs
Danne C. Elbers, Jennifer La, Joshua R. Minot et al. PLoS ONE, 2023. Cites: paper

The 2022 n2c2/UW shared task on extracting social determinants of health
Kevin Lybarger, Meliha Yetişgen, Özlem Uzuner. Journal of the American Medical Informatics Association, 2023. Cites: paper

Developing an Interpretable Machine Learning Model to Predict in-Hospital Mortality in Sepsis Patients: A Retrospective Temporal Validation Study
Shuhe Li, Ruoxu Dou, Xiaodong Song et al. Journal of Clinical Medicine, 2023. Cites: paper

Mortality prediction among ICU inpatients based on MIMIC-III database results from the conditional medical generative adversarial network
Wei Yang, Hong Zou, Meng Wang et al. Heliyon, 2023. Cites: paper

The data driven intensive care unit
Lucas M. Fleuren. 2023. Cites: paper

Establishment of a Chinese critical care database from electronic healthcare records in a tertiary care medical center
Senjun Jin, Lin Chen, Kun Chen et al. Scientific Data, 2023. Cites: paper

Identifying encephalopathy in patients admitted to an intensive care unit: Going beyond structured information using natural language processing
Helena Ariño, Soo Kyung Bae, Jaya Chaturvedi et al. Frontiers in Digital Health, 2023. Cites: paper

Wavelet based ensemble models for early mortality prediction using imbalance ICU big data
Babita Majhi, Aarti Kashyap. Smart Health, 2023. Cites: paper

Development and validation of a prognostic nomogram model for ICU patients with alcohol-associated cirrhosis
Luyan Zheng, Yining Lu, Jie Wu et al. Digestive and Liver Disease, 2023. Cites: paper

Hybrid CNN-SVR Blood Pressure Estimation Model Using ECG and PPG Signals
Solmaz Rastegar, Hamid Gholam Hosseini, Andrew Lowe. Sensors, 2023. Cites: paper

Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks
Benjamin Shickel, Tyler John Loftus, Matthew M. Ruppert et al. Scientific Reports, 2023. Cites: paper

Machine Learning for Decision Support in the ICU
Yu-Wei Lin, Hsin‐Lu Chang, Prasanna P. Karhade et al. IGI Global eBooks, 2023. Cites: paper

Building an automated, machine learning-enabled platform for predicting post-operative complications
Jeremy A. Balch, Matthew M. Ruppert, Benjamin Shickel et al. Physiological Measurement, 2023. Cites: paper

Knowledge Graph Embeddings for ICU readmission prediction
Ricardo Miguel Serafim Carvalho, Daniela Oliveira, Cátia Pesquita. BMC Medical Informatics and Decision Making, 2023. Cites: paper

Two-Step Approach for Occupancy Estimation in Intensive Care Units Based on Bayesian Optimization Techniques
José A. González‐Nóvoa, Laura Busto, Silvia Campanioni et al. Sensors, 2023. Cites: paper

Association between central venous pressure measurement and outcomes in critically ill patients with severe coma
Xin Tong, Xin Feng, Chuanzhi Duan et al. European journal of medical research, 2023. Cites: paper

Development and validation of a survival prediction model in elder patients with community-acquired pneumonia: a MIMIC-population-based study
Na Li, Wenli Chu. BMC Pulmonary Medicine, 2023. Cites: paper

Differentially Private Release of Heterogeneous Network for Managing Healthcare Data
Rashid Hussain Khokhar, Benjamin C. M. Fung, Farkhund Iqbal et al. ACM Transactions on Knowledge Discovery from Data, 2023. Cites: paper

A Comprehensive and Improved Definition for Hospital-Acquired Pressure Injury Classification Based on Electronic Health Records: Comparative Study
Mani Sotoodeh, Wenhui Zhang, Roy L. Simpson et al. JMIR Medical Informatics, 2023. Cites: paper

FedCare: Federated Learning for Resource-Constrained Healthcare Devices in IoMT System
Anshita Gupta, Sudip Misra, Nidhi Pathak et al. IEEE Transactions on Computational Social Systems, 2023. Cites: paper

Machine Learning-Based Mortality Prediction Model for Critically Ill Cancer Patients Admitted to the Intensive Care Unit (CanICU)
Ryoung‐Eun Ko, Jaehyeong Cho, Min‐Kyue Shin et al. Cancers, 2023. Cites: paper

MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format
Alex M Bennett, Hannes Ulrich, Philip van Damme et al. Journal of the American Medical Informatics Association, 2023. Cites: paper

Entropy Balancing for Causal Generalization with Target Sample Summary Information
Rui Chen, Guanhua Chen, Menggang Yu. Biometrics, 2023. Cites: paper

Machine learning-based prediction for outcomes of cardiac arrest in intensive care units: Model Development and Validation Study (Preprint)
Peifeng Ni, Sheng Zhang, Xiao Yan et al. 2023. Cites: paper

Clinical concept recognition: Evaluation of existing systems on EHRs
Juan Antonio Lossio-Ventura, Ran Sun, Sebastien Boussard et al. Frontiers in Artificial Intelligence, 2023. Cites: paper

Independent effects of the triglyceride-glucose index on all-cause mortality in critically ill patients with coronary heart disease: analysis of the MIMIC-III database
Rongting Zhang, Shanshan Shi, Weihua Chen et al. Cardiovascular Diabetology, 2023. Cites: paper

Relationship between serum sodium levels and all-cause mortality in congestive heart failure patients: A retrospective cohort study based on the Mimic-III database
Shixuan Peng, Jianxing Peng, Lianju Yang et al. Frontiers in Cardiovascular Medicine, 2023. Cites: paper

Natural Language Processing Applications for Computer-Aided Diagnosis in Oncology
Chengtai Li, Yiming Zhang, Ying Weng et al. Diagnostics, 2023. Cites: paper

Research frontiers and trends in the application of artificial intelligence to sepsis: A bibliometric analysis
Meng Tang, Fei Mu, Chen Cui et al. Frontiers in Medicine, 2023. Cites: paper

Knowledge-aware patient representation learning for multiple disease subtypes
Menglin Lu, Yujie Zhang, Suixia Zhang et al. Journal of Biomedical Informatics, 2023. Cites: paper

Optimal Sampling for Positive Only Electronic Health Record Data
Seong-ho Lee, Yanyuan Ma B, Ying Wei et al. Biometrics, 2023. Cites: paper

Cited by