AIMC Journal:
Journal of biomedical informatics

Showing 181 to 190 of 650 articles

Dual-level diagnostic feature learning with recurrent neural networks for treatment sequence recommendation.

Journal of biomedical informatics Aug 28, 2022
In recent years, the massive electronic medical records (EMRs) have supported the development of intelligent medical services such as treatment recommendations. However, existing treatment recommendations usually follow the traditional sequential rec...
Electronic Health Records Humans Learning Neural Networks, Computer Machine Learning
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A Bi-level representation learning model for medical visual question answering.

Journal of biomedical informatics Aug 28, 2022
Medical Visual Question Answering (VQA) targets at answering questions related to given medical images and it contains tremendous potential in healthcare services. However, researches on medical VQA are still facing challenges, particularly on how to...
Semantics Language Machine Learning Learning Delivery of Health Care
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Rich learning representations for human activity recognition: How to empower deep feature learning for biological time series.

Journal of biomedical informatics Aug 27, 2022
Deep learning versus feature engineering has drawn significant attention specifically for applications where expertly crafted features have been used for decades. Human activity recognition is no exception where statistical and motion specific featur...
Algorithms Time Factors Motion Human Activities Humans Neural Networks, Computer
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Improvement of intervention information detection for automated clinical literature screening during systematic review.

Journal of biomedical informatics Aug 26, 2022
Systematic literature review (SLR) is a crucial method for clinicians and policymakers to make their decisions in a flood of new clinical studies. Because manual literature screening in SLR is a highly laborious task, its automation by natural langua...
Research Report Automation Algorithms Natural Language Processing Mass Screening
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Hierarchical label-wise attention transformer model for explainable ICD coding.

Journal of biomedical informatics Aug 20, 2022
International Classification of Diseases (ICD) coding plays an important role in systematically classifying morbidity and mortality data. In this study, we propose a hierarchical label-wise attention Transformer model (HiLAT) for the explainable pred...
Humans Reproducibility of Results International Classification of Diseases Patient Discharge Clinical Coding Neural Networks, Computer Databases, Factual
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PheValuator 2.0: Methodological improvements for the PheValuator approach to semi-automated phenotype algorithm evaluation.

Journal of biomedical informatics Aug 19, 2022
PURPOSE: Phenotype algorithms are central to performing analyses using observational data. These algorithms translate the clinical idea of a health condition into an executable set of rules allowing for queries of data elements from a database. PheVa...
Databases, Factual Reproducibility of Results Machine Learning Algorithms Phenotype
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Imbalanced prediction of emergency department admission using natural language processing and deep neural network.

Journal of biomedical informatics Aug 19, 2022
The emergency department (ED) plays a very significant role in the hospital. Owing to the rising number of ED visits, medical service points, and ED market, overcrowding of EDs has become serious worldwide. Overcrowding has long been recognized as a ...
Hospitalization Natural Language Processing Artificial Intelligence Emergency Service, Hospital Humans Neural Networks, Computer
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AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences.

Journal of biomedical informatics Aug 17, 2022
Early detection of heart failure (HF) can provide patients with the opportunity for more timely intervention and better disease management, as well as efficient use of healthcare resources. Recent machine learning (ML) methods have shown promising pe...
Neural Networks, Computer Machine Learning Humans Information Storage and Retrieval Electronic Health Records Language Heart Failure
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Call for papers: Special issue on clinical natural language processing for secondary use applications.

Journal of biomedical informatics Aug 17, 2022
Natural Language Processing
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Prediction and evaluation of combination pharmacotherapy using natural language processing, machine learning and patient electronic health records.

Journal of biomedical informatics Aug 17, 2022
Combination pharmacotherapy targets key disease pathways in a synergistic or additive manner and has high potential in treating complex diseases. Computational methods have been developed to identifying combination pharmacotherapy by analyzing large ...
Electronic Health Records Hypertension Phenotype Humans Machine Learning Digoxin Drug Combinations Hydrochlorothiazide Natural Language Processing
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