AIMC Topic: Information Storage and Retrieval

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Mapping Local Climate Zones in the Urban Environment: The Optimal Combination of Data Source and Classifier.

Sensors (Basel, Switzerland) Aug 25, 2022
The novel concept of local climate zones (LCZs) provides a consistent classification framework for studies of the urban thermal environment. However, the development of urban climate science is severely hampered by the lack of high-resolution data to...
Neural Networks, Computer Algorithms Information Storage and Retrieval Climate
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Managing and Retrieving Bilingual Documents Using Artificial Intelligence-Based Ontological Framework.

Computational intelligence and neuroscience Aug 25, 2022
In recent times, artificial intelligence (AI) methods have been applied in document and content management to make decisions and improve the organization's functionalities. However, the lack of semantics and restricted metadata hinders the current do...
Bayes Theorem Artificial Intelligence Information Storage and Retrieval Semantics
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Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique.

Journal of digital imaging Aug 24, 2022
Since radiology reports needed for clinical practice and research are written and stored in free-text narrations, extraction of relative information for further analysis is difficult. In these circumstances, natural language processing (NLP) techniqu...
Information Storage and Retrieval Medical Records Systems, Computerized Pelvis Ultrasonography Abdomen Natural Language Processing Radiology Neural Networks, Computer Deep Learning Humans
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Aging Time Prediction Model Analysis and Numerical Simulation of Random Degradation Equipment Based on Big Data Linkage Technology.

Computational intelligence and neuroscience Aug 23, 2022
In this study, we focus on the relevance of remaining life prediction of randomly degraded equipment in the context of big data monitoring and the core issue of quantifying uncertainty in remaining life prediction. We analyze the limitations and comm...
Information Storage and Retrieval Machine Learning Technology Big Data
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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...
Heart Failure Information Storage and Retrieval Neural Networks, Computer Humans Electronic Health Records Machine Learning Language
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Evaluating Patients' Experiences with Healthcare Services: Extracting Domain and Language-Specific Information from Free-Text Narratives.

International journal of environmental research and public health Aug 17, 2022
Evaluating patients’ experience and satisfaction often calls for analyses of free-text data. Language and domain-specific information extraction can reduce costly manual preprocessing and enable the analysis of extensive collections of experience-bas...
Language Natural Language Processing Health Services Information Storage and Retrieval Algorithms Delivery of Health Care Humans
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Attention-based generative adversarial network in medical imaging: A narrative review.

Computers in biology and medicine Aug 16, 2022
As a popular probabilistic generative model, generative adversarial network (GAN) has been successfully used not only in natural image processing, but also in medical image analysis and computer-aided diagnosis. Despite the various advantages, the ap...
Diagnosis, Computer-Assisted Image Processing, Computer-Assisted Humans Neural Networks, Computer Information Storage and Retrieval Models, Statistical
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The Leaf Clinical Trials Corpus: a new resource for query generation from clinical trial eligibility criteria.

Scientific data Aug 11, 2022
Identifying cohorts of patients based on eligibility criteria such as medical conditions, procedures, and medication use is critical to recruitment for clinical trials. Such criteria are often most naturally described in free-text, using language fam...
Humans Databases, Factual Information Storage and Retrieval Clinical Trials as Topic Natural Language Processing Patient Selection
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An efficient modular framework for automatic LIONC classification of MedIMG using unified medical language.

Frontiers in public health Aug 10, 2022
Handwritten prescriptions and radiological reports: doctors use handwritten prescriptions and radiological reports to give drugs to patients who have illnesses, injuries, or other problems. Clinical text data, like physician prescription visuals and ...
Humans Databases, Factual Information Storage and Retrieval Semantics Language Natural Language Processing
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A Comprehensive Survey of Abstractive Text Summarization Based on Deep Learning.

Computational intelligence and neuroscience Aug 1, 2022
With the rapid development of the Internet, the massive amount of web textual data has grown exponentially, which has brought considerable challenges to downstream tasks, such as document management, text classification, and information retrieval. Au...
Publications Deep Learning Information Storage and Retrieval
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