Publications citing MIMIC-III Waveform Database Matched Subset v1.0

UniMed: Multimodal Multitask Learning for Medical Predictions
Xiongjun Zhao, Xiang Wang, Fenglei Yu et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022. Cites: paper

An End-to-End Natural Language Processing Application for Prediction of Medical Case Coding Complexity: Algorithm Development and Validation
He Ayu Xu, Bernard Maccari, Hervé Guillain et al. JMIR Medical Informatics, 2022. Cites: paper

Deciphering clinical abbreviations with a privacy protecting machine learning system
Alvin Rajkomar, Eric Loreaux, Yuchen Liu et al. Nature Communications, 2022. Cites: paper

Therapeutic Prediction task on Electronic Health Record using DeBERTa
Arti Gupta, Naman Jain, Vijay Kumar Chaurasiya. IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), 2022. Cites: paper

A Predictive Model for 30-Day Mortality of Fungemia in ICUs
Peng Xie, Wenqiang Wang, Maolong Dong. Infection and Drug Resistance, 2022. Cites: paper

Developing a deep learning natural language processing algorithm for automated reporting of adverse drug reactions
Christopher McMaster, Julia Chan, David F. L. Liew et al. Journal of Biomedical Informatics, 2022. Cites: paper

Effect of sex on the association between arterial partial pressure of oxygen and in-hospital mortality in ICU patients with cardiogenic shock: a retrospective cohort study
Ning Zhao, Zelin Pan, Qilin Yang et al. Annals of Translational Medicine, 2022. Cites: paper

Ethics and legal regulation of using large databases in medicine
Orlova Nv, G. N. Suvorov, Горбунов Константин Сергеевич. Медицинская этика, 2022. Cites: paper

Impact of Falls Within 3 Months on the Short-Term Prognoses of Elderly Patients in Intensive Care Units: A Retrospective Cohort Study Using Stabilized Inverse Probability Treatment Weighting
Hongtao Cheng, Zichen Wang, Wan‐Jie Gu et al. Clinical Interventions in Aging, 2022. Cites: paper

On Efficient Approximate Queries over Machine Learning Models
Dujian Ding, Sihem Amer-Yahia, Laks V. S. Lakshmanan. Proceedings of the VLDB Endowment, 2022. Cites: paper

Preoperative albumin corrected anion gap is associated with in-hospital and long-term mortality in patients undergoing coronary artery bypass grafting in a retrospective cohort study
Ruiling Wang, Jiale Li, Huimin Chen et al. Journal of Thoracic Disease, 2022. Cites: paper

Reduced oxygen saturation entropy is associated with poor prognosis in critically ill patients with sepsis
Margaret Gheorghita, Matthew Wikner, Anika Cawthorn et al. Physiological Reports, 2022. Cites: paper

RISK OF HOSPITAL MORTALITY IN CRITICALLY ILL PATIENTS WITH TRANSIENT AND PERSISTENT THROMBOCYTOPENIA: A RETROSPECTIVE STUDY
Xuandong Jiang, Weimin Zhang, Xuchao Ma et al. Shock, 2022. Cites: paper

Why did AI get this one wrong? — Tree-based explanations of machine learning model predictions
Enea Parimbelli, Tommaso Mario Buonocore, Giovanna Nicora et al. Artificial Intelligence in Medicine, 2022. Cites: paper

A comparative study of pretrained language models for long clinical text
Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad et al. Journal of the American Medical Informatics Association, 2022. Cites: paper

A Systematic Review of Echo State Networks From Design to Application
Chenxi Sun, Moxian Song, Derun Cai et al. IEEE Transactions on Artificial Intelligence, 2022. Cites: paper

Comparison of BERT implementations for natural language processing of narrative medical documents
Alexander Turchin, Stanislav Masharsky, Marinka Žitnik. Informatics in Medicine Unlocked, 2022. Cites: paper

SEPRES: Intensive Care Unit Clinical Data Integration System to Predict Sepsis
Qiyu Chen, Ranran Li, ChihChe Lin et al. Applied Clinical Informatics, 2022. Cites: paper

A Curriculum Batching Strategy for Automatic ICD Coding with Deep Multi-Label Classification Models
Yaqiang Wang, Xu Han, Xuechao Hao et al. Healthcare, 2022. Cites: paper

Machine Learning for Antibiotic Stewardship in the Treatment of Stapholycoccus Bacterial Infections
Trevor J. Brokowski, Jeffrey N. Chiang. medRxiv, 2022. Cites: paper

Development of an Open-Source Annotated Glaucoma Medication Dataset From Clinical Notes in the Electronic Health Record
Jimmy Chen, Wei-Chun Lin, Sen Yang et al. Translational Vision Science & Technology, 2022. Cites: paper

Meta-analysis of individualized treatment rules via sign-coherency
J. Jojo Cheng, Jared D. Huling, Guanhua Chen. PubMed, 2022. Cites: paper

Mortality prediction in ICU Using a Stacked Ensemble Model
Na Ren, Xin Zhao, Xin Zhang. Computational and Mathematical Methods in Medicine, 2022. Cites: paper

Towards enabling learnware to handle heterogeneous feature spaces
Peng Hui Tan, Zhi-Hao Tan, Yuan Jiang et al. Machine Learning, 2022. Cites: paper

Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge
Ashwani Tanwar, Jingqing Zhang, Julia Ive et al. Studies in computational intelligence, 2022. Cites: paper

Using Nursing Notes to Predict Length of Stay in ICU for Critically Ill Patients
Sudeshna Jana, Tirthankar Dasgupta, Lipika Dey. Studies in computational intelligence, 2022. Cites: paper

Explainable Machine Learning Models for Pneumonia Mortality Risk Prediction Using MIMIC-III Data
James Sanii, Wai Yip Chan. International Conference on Soft Computing & Machine Intelligence (ISCMI), 2022. Cites: paper

Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging
Richard O. Osuala, Kaisar Kushibar, Lidia Garrucho et al. Medical Image Analysis, 2022. Cites: paper

Evaluation of Sequential and Temporally Embedded Deep Learning Models for Health Outcome Prediction
Omar Boursalie, Reza Samavi, Thomas E. Doyle. Advances in intelligent systems and computing, 2022. Cites: paper

Knowledge‐aware representation learning for diagnosis prediction
Weihua Li, Hang Li, Bei Yang et al. Expert Systems, 2022. Cites: paper

Large databases in healthcare – opportunities and prospects
Orlova Nv, Горбунов Константин Сергеевич. Medical alphabet, 2022. Cites: paper

Style-transfer counterfactual explanations: An application to mortality prevention of ICU patients
Zhendong Wang, Isak Samsten, Vasiliki Kougia et al. Artificial Intelligence in Medicine, 2022. Cites: paper

Novel predictors and a predictive model of cerebrovascular atherosclerotic ischemic stroke based on clinical databases
He Li, Pei Liu, Hongyu Ma et al. Neurological Research, 2022. Cites: paper

A reproducible experimental survey on biomedical sentence similarity: A string-based method sets the state of the art
Alicia Lara-Clares, Juan J. Lastra-Díaz, Ana M. García-Serrano. PLoS ONE, 2022. Cites: paper

Classification of Blood Pressure Levels Based on Photoplethysmogram and Electrocardiogram Signals with a Concatenated Convolutional Neural Network
Yunendah Nur Fuadah, Ki Moo Lim. Diagnostics, 2022. Cites: paper

Epidemic Event Extraction in Multilingual and Low-resource Settings
Stephen Mutuvi. 2022. Cites: paper

Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction
Keyvan Rahmani, Rahul Thapa, Peiling Tsou et al. International Journal of Medical Informatics, 2022. Cites: paper

A Comprehensive Review of the State-of-the-Art on Security and Privacy Issues in Healthcare
Antonio López Martínez, Manuel Gil Pérez, Antonio Ruiz‐Martínez. ACM Computing Surveys, 2022. Cites: paper

Artificial Intelligence and Machine Learning in Spine Surgery
Michael Chuwei Jin, Marc L. Schröder, Victor E. Staartjes. Elsevier eBooks, 2022. Cites: paper

Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing
Zonghai Yao, Y. Cao, Zhichao Yang et al. PubMed, 2022. Cites: paper

Predicting ICU Length of Stay for Patients with Diabetes Using Machine Learning Techniques
Yuansi Hu, Ling Zheng, Jiacun Wang. International Conference on Cyber-Physical Social Intelligence (ICCSI), 2022. Cites: paper

An interpretable RL framework for pre-deployment modeling in ICU hypotension management
Kristine Zhang, Henry E. Wang, Jianzhun Du et al. npj Digital Medicine, 2022. Cites: paper

A Survey of Deep Learning for Electronic Health Records
Jiabao Xu, Xuefeng Xi, Jie Chen et al. Applied Sciences, 2022. Cites: paper

Postoperative central venous pressure is associated with acute kidney injury in patients undergoing coronary artery bypass grafting
Jiale Li, Ruiling Wang, Jun Wan et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Using Deep Transfer Learning to Detect Hyperkalemia From Ambulatory Electrocardiogram Monitors in Intensive Care Units: Personalized Medicine Approach
I-Min Chiu, Jhu-Yin Cheng, Tien-Yu Chen et al. Journal of Medical Internet Research, 2022. Cites: dataset, paper

DataSifterText: Partially Synthetic Text Generation for Sensitive Clinical Notes
Nina Zhou, Qiucheng Wu, Zewen Wu et al. Journal of Medical Systems, 2022. Cites: paper

Association of serum anion gap and risk of long‐term mortality in patients following coronary artery bypass grafting: A propensity score matching study
Diming Zhao, Yi Li, Junjie Huang et al. Journal of Cardiac Surgery, 2022. Cites: paper

Developing robust benchmarks for driving forward AI innovation in healthcare
Diana Mincu, Subhrajit Roy. Nature Machine Intelligence, 2022. Cites: paper

THE EFFECTS OF EARLY-PHASE FUROSEMIDE USE ON THE PROGRESSION OF OLIGURIC ACUTE KIDNEY INJURY ACROSS DIFFERENT CENTRAL VENOUS PRESSURE: A RETROSPECTIVE ANALYSIS
Haoquan Huang, Chuwen Hu, Yanni Fu et al. Shock, 2022. Cites: paper

Malnutrition Defined by Geriatric Nutritional Risk Index Predicts Outcomes in Severe Stroke Patients: A Propensity Score-Matched Analysis
Ying Chen, Xinguang Yang, Yingying Zhu et al. Nutrients, 2022. Cites: paper

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