Publications citing MIMIC-III Clinical Database Demo v1.4

A Stochastic Multivariate Irregularly Sampled Time Series Imputation Method for Electronic Health Records
Muhammad Adib Uz Zaman, Dongping Du. BioMedInformatics, 2021. Cites: paper

Comparative effectiveness of common treatments for new-onset atrial fibrillation within the ICU: Accounting for physiological status
Jonathan Bedford, Alistair E. W. Johnson, Oliver Redfern et al. Journal of Critical Care, 2021. Cites: paper

Early Fresh Frozen Plasma Transfusion: Is It Associated With Improved Outcomes of Patients With Sepsis?
Xiaoyi Qin, Wei Zhang, Xiaodan Zhu et al. Frontiers in Medicine, 2021. Cites: paper

Assessing gender bias in medical and scientific masked language models with StereoSet
Robinson, Robert. arXiv (Cornell University), 2021. Cites: paper

The Framing of machine learning risk prediction models illustrated by evaluation of sepsis in general wards
Simon Meyer Lauritsen, Bo Thiesson, Marianne Johansson Jørgensen et al. npj Digital Medicine, 2021. Cites: paper

Early prediction of hemodynamic interventions in the intensive care unit using machine learning
Asif Rahman, Yale Chang, Junzi Dong et al. Critical Care, 2021. Cites: paper

Patient Representation Learning From Heterogeneous Data Sources and Knowledge Graphs Using Deep Collective Matrix Factorization: Evaluation Study
Sajit Kumar, Alicia Nanelia, Ragunathan Mariappan et al. JMIR Medical Informatics, 2021. Cites: paper

A latent batch-constrained deep reinforcement learning approach for precision dosing clinical decision support
Xihe Qiu, Xiaoyu Tan, Qiong Li et al. Knowledge-Based Systems, 2021. Cites: paper

Information Extraction from German Clinical Care Documents in Context of Alzheimer’s Disease
Lisa Langnickel, Kilian Krockauer, Mischa Uebachs et al. Applied Sciences, 2021. Cites: paper

Association of Systemic Immune-Inflammation Index With Short-Term Mortality of Congestive Heart Failure: A Retrospective Cohort Study
Yiyang Tang, Xiaofang Zeng, Yilu Feng et al. Frontiers in Cardiovascular Medicine, 2021. Cites: paper

De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective
Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang. ACM SIGSAC Conference on Computer and Communications Security (CCS), 2021. Cites: paper

Health Status Prediction with Local-Global Heterogeneous Behavior Graph
Xuan Ma, Xiaoshan Yang, Junyu Gao et al. ACM Transactions on Multimedia Computing Communications and Applications, 2021. Cites: paper

Smartphones and Video Cameras: Future Methods for Blood Pressure Measurement
Joe Steinman, Andrew Barszczyk, Hong‐Shuo Sun et al. Frontiers in Digital Health, 2021. Cites: paper

Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding
Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh et al. arXiv (Cornell University), 2021. Cites: paper

Wearable photoplethysmography devices
Peter H Charlton, Vaidotas Marozas. Elsevier eBooks, 2021. Cites: paper

Detection of self-harm and suicidal ideation in emergency department triage notes
Vlada S. Rozova, Katrina Witt, Jo Robinson et al. Journal of the American Medical Informatics Association, 2021. Cites: paper

DiagnosisQA: A semi-automated pipeline for developing clinician validated diagnosis specific QA datasets
Shreya V. Mishra, Raghav Awasthi, Frank Papay et al. medRxiv, 2021. Cites: paper

The effect of dobutamine in sepsis: a propensity score matched analysis
Youfeng Zhu, Haiyan Yin, Rui Zhang et al. BMC Infectious Diseases, 2021. Cites: paper

A Question-and-Answer System to Extract Data From Free-Text Oncological Pathology Reports (CancerBERT Network): Development Study
Joseph Ross Mitchell, Phillip Szepietowski, Rachel Howard et al. Journal of Medical Internet Research, 2021. Cites: paper

Machine learning predictive models for acute pancreatitis: A systematic review
You Jun Zhou, Yutong Ge, Xiaolei Shi et al. International Journal of Medical Informatics, 2021. Cites: paper

Mechanical power normalized to predicted body weight is associated with mortality in critically ill patients: a cohort study
Yanhong Zhu, Wenyong Peng, Shuai Zhen et al. BMC Anesthesiology, 2021. Cites: paper

Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards, and bias
Jack Gallifant, Joe Zhang, M.D.P. Arias Lopez et al. British Journal of Anaesthesia, 2021. Cites: paper

Towards a portable-noninvasive blood pressure monitoring system utilizing the photoplethysmogram signal
Ahmad Dagamseh, Qasem M. Qananwah, Hiam Alquran et al. Biomedical Optics Express, 2021. Cites: paper

A Deep Learning Post-Discharge Mortality Prediction Method Considering Diagnosis Information for ICU Patients
Mucan Liu, Chonghui Guo, Shaoze Cui. Research Square, 2021. Cites: paper

Diagnosis prediction based on similarity of patients physiological parameters
Carmela Comito, Deborah Falcone, Agostino Forestiero. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2021. Cites: paper

Estimated plasma volume status (ePVS) is a predictor for acute myocardial infarction in-hospital mortality: analysis based on MIMIC-III database
Jun Chen, Jiayi Shen, Dongsheng Cai et al. BMC Cardiovascular Disorders, 2021. Cites: paper

Sequential Data–Based Patient Similarity Framework for Patient Outcome Prediction: Algorithm Development
Ni Wang, Muyu Wang, Zhou Yang et al. Journal of Medical Internet Research, 2021. Cites: paper

Temporal attention augmented transformer Hawkes process
Lu-ning Zhang, Jian–wei Liu, Zhi-yan Song et al. Neural Computing and Applications, 2021. Cites: paper

Fine-grained spatial information extraction in radiology as two-turn question answering
Surabhi Datta, Kirk E Roberts. International Journal of Medical Informatics, 2021. Cites: paper

Linking Free Text Documentation of Functioning and Disability to the ICF With Natural Language Processing
Denis R. Newman-Griffis, Jonathan Camacho Maldonado, Pei‐Shu Ho et al. Frontiers in Rehabilitation Sciences, 2021. Cites: paper

A Review of Mortality Risk Prediction Models in Smartphone Applications
Nino Fijačko, Ruth Masterson Creber, Lucija Gosak et al. Journal of Medical Systems, 2021. Cites: paper

Towards dynamic multi-modal phenotyping using chest radiographs and physiological data
Hayat, Nasir, Krzysztof J. Geras, Farah E. Shamout. arXiv (Cornell University), 2021. Cites: paper

Analysis of Discrepancies Between Pulse Oximetry and Arterial Oxygen Saturation Measurements by Race and Ethnicity and Association With Organ Dysfunction and Mortality
An-Kwok Ian Wong, Marie‐Laure Charpignon, Han Kim et al. JAMA Network Open, 2021. Cites: paper

Corrigendum: Development and Validation of a Nomogram for the Prediction of Hospital Mortality of Patients With Encephalopathy Caused by Microbial Infection: A Retrospective Cohort Study
Lina Zhao, Yun Li, Yunying Wang et al. Frontiers in Microbiology, 2021. Cites: paper

Development and Validation of a Simple-to-Use Nomogram for Predicting In-Hospital Mortality in Patients With Acute Heart Failure Undergoing Continuous Renal Replacement Therapy
Luyao Gao, Yuan Bian, Shengchuan Cao et al. Frontiers in Medicine, 2021. Cites: paper

ECG Signal-Enabled Automatic Diagnosis Technology of Heart Failure
Lian Chen, Huiping Yu, Yupeng Huang et al. Journal of Healthcare Engineering, 2021. Cites: paper

Machine learning methods as a tool for diagnostic and prognostic research in cardiovascular disease
Charos Khidirova, Shakhnoza Sadikova, Shamil Mukhsinov et al. International Conference on Information Science and Communications Technologies (ICISCT), 2021. Cites: paper

Natural Language Processing and Machine Learning Methods to Characterize Unstructured Patient-Reported Outcomes: Validation Study
Zhaohua Lu, Jin-Ah Sim, Jade Xiaoqing Wang et al. Journal of Medical Internet Research, 2021. Cites: paper

Wearable Sensors and Deep Learning for the Management of Acute Pancreatitis in Precision Medicine
Qing Liu, Yuqi Jiang, Ruoxi Yu et al. Elsevier eBooks, 2021. Cites: paper

A graph-based data quality analysis in distributed telemedicine systems
Zoltán Richárd Jánki. Pollack Periodica, 2021. Cites: paper

Evaluation of a policy enforcement solution in telemedicine with offline use cases
Zoltán Szabó. Pollack Periodica, 2021. Cites: paper

Interpretable time-aware and co-occurrence-aware network for medical prediction
Chenxi Sun, Hongna Dui, Hongyan Li. BMC Medical Informatics and Decision Making, 2021. Cites: paper

Machine Learning Consensus Clustering Approach for Patients with Lactic Acidosis in Intensive Care Units
Pattharawin Pattharanitima, Charat Thongprayoon, Tananchai Petnak et al. Journal of Personalized Medicine, 2021. Cites: paper

Sequential Organ Failure Assessment (SOFA) and 90-day mortality in patients with kidney transplant status at first ICU admission: a cohort study of 428 patients
Hongwei Zhang, Quan Zhou, Yiyi Ding. International Urology and Nephrology, 2021. Cites: paper

The Promise for Reducing Healthcare Cost with Predictive Model: An Analysis with Quantized Evaluation Metric on Readmission
Kareen Teo, Ching Wai Yong, Farina Muhamad et al. Journal of Healthcare Engineering, 2021. Cites: paper

A Delineator for Arterial Blood Pressure Waveform Analysis Based on a Deep Learning Technique
Nicolas A. Aguirre, Edith Grall‐Maës, Leandro J. Cymberknop et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

An explainable CNN approach for medical codes prediction from clinical text
Shu-Yuan Hu, Fei Teng, Lufei Huang et al. BMC Medical Informatics and Decision Making, 2021. Cites: paper

An Interpretable Intensive Care Unit Mortality Risk Calculator
Eugene T. Y. Ang, Mila Nambiar, Yong Sheng Soh et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Assessment of Sepsis in the ICU by Linear and Complex Characterization of Cardiovascular Dynamics
Maximiliano Mollura, Li-wei H. Lehman, Riccardo Barbieri. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021. Cites: paper

Association between blood urea nitrogen and 30-day mortality in patients with sepsis: a retrospective analysis
Xu Li, Ruixia Zheng, Tian Zhang et al. Annals of Palliative Medicine, 2021. Cites: paper

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