AIMC Topic: Information Storage and Retrieval

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Performance assessment of ontology matching systems for FAIR data.

Journal of biomedical semantics Jul 15, 2022
BACKGROUND: Ontology matching should contribute to the interoperability aspect of FAIR data (Findable, Accessible, Interoperable, and Reusable). Multiple data sources can use different ontologies for annotating their data and, thus, creating the need...
Ecosystem Consensus Biological Ontologies Unified Medical Language System Systematized Nomenclature of Medicine Information Storage and Retrieval
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Intelligent Big Information Retrieval of Smart Library Based on Graph Neural Network (GNN) Algorithm.

Computational intelligence and neuroscience Jul 13, 2022
In order to provide users with more humanized and intelligent big data knowledge services, a research method of intelligent big information retrieval of Smart Library Based on graph neural network (GNN) algorithm is proposed. Through the key technica...
Algorithms Neural Networks, Computer Information Storage and Retrieval
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Information extraction from free text for aiding transdiagnostic psychiatry: constructing NLP pipelines tailored to clinicians' needs.

BMC psychiatry Jun 17, 2022
BACKGROUND: Developing predictive models for precision psychiatry is challenging because of unavailability of the necessary data: extracting useful information from existing electronic health record (EHR) data is not straightforward, and available cl...
Information Storage and Retrieval Electronic Health Records Psychiatry Natural Language Processing Quality of Life Humans
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Online Domain Adaptation for Rolling Bearings Fault Diagnosis with Imbalanced Cross-Domain Data.

Sensors (Basel, Switzerland) Jun 16, 2022
Traditional machine learning methods rely on the training data and target data having the same feature space and data distribution. The performance may be unacceptable if there is a difference in data distribution between the training and target data...
Machine Learning Algorithms Acclimatization Information Storage and Retrieval
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Deep Learning-Based Privacy-Preserving Data Transmission Scheme for Clustered IIoT Environment.

Computational intelligence and neuroscience Jun 8, 2022
The Industrial Internet of Things (IIoT) has received significant attention from several leading industries like agriculture, mining, transport, energy, and healthcare. IIoT acts as a vital part of Industry 4.0 that mainly employs machine learning (M...
Computer Security Deep Learning Internet of Things Information Storage and Retrieval Privacy
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Rewritable two-dimensional DNA-based data storage with machine learning reconstruction.

Nature communications May 27, 2022
DNA-based data storage platforms traditionally encode information only in the nucleotide sequence of the molecule. Here we report on a two-dimensional molecular data storage system that records information in both the sequence and the backbone struct...
Gene Library Metadata Information Storage and Retrieval Machine Learning DNA
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Novel Perspectives for the Management of Multilingual and Multialphabetic Heritages through Automatic Knowledge Extraction: The DigitalMaktaba Approach.

Sensors (Basel, Switzerland) May 25, 2022
The linguistic and social impact of multiculturalism can no longer be neglected in any sector, creating the urgent need of creating systems and procedures for managing and sharing cultural heritages in both supranational and multi-literate contexts. ...
Humans Information Storage and Retrieval Natural Language Processing Language
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Facilitating clinical research through automation: Combining optical character recognition with natural language processing.

Clinical trials (London, England) May 24, 2022
BACKGROUND/AIMS: Performance status is crucial for most clinical research, as an eligibility criterion, a comorbidity covariate, or a trial endpoint. Yet information on performance status often is embedded as free text within a patient's electronic m...
Humans Electronic Health Records Software Clinical Trials as Topic Natural Language Processing Information Storage and Retrieval Automation
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An annotated corpus of clinical trial publications supporting schema-based relational information extraction.

Journal of biomedical semantics May 23, 2022
BACKGROUND: The evidence-based medicine paradigm requires the ability to aggregate and compare outcomes of interventions across different trials. This can be facilitated and partially automatized by information extraction systems. In order to support...
Clinical Trials as Topic Knowledge Bases Humans Information Storage and Retrieval Machine Learning Natural Language Processing Glaucoma
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Automated medical chart review for breast cancer outcomes research: a novel natural language processing extraction system.

BMC medical research methodology May 12, 2022
BACKGROUND: Manually extracted data points from health records are collated on an institutional, provincial, and national level to facilitate clinical research. However, the labour-intensive clinical chart review process puts an increasing burden on ...
Natural Language Processing Outcome Assessment, Health Care Breast Neoplasms Information Storage and Retrieval Research Report Humans Female Electronic Health Records
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