AIMC Topic: Data Management

Clear Filters Showing 11 to 20 of 77 articles

Spatial attention-based residual network for human burn identification and classification.

Scientific reports Aug 2, 2023
Diagnosing burns in humans has become critical, as early identification can save lives. The manual process of burn diagnosis is time-consuming and complex, even for experienced doctors. Machine learning (ML) and deep convolutional neural network (CNN...
Humans Neural Networks, Computer Machine Learning Databases, Factual Reproducibility of Results Data Management
View on PubMed DOI

Drug repurposing: Known knowns to unknown unknowns - Network analysis of the repurposome.

Drug discovery today May 24, 2023
DrugRepurposing Online is a database of well-curated literature examples of drug repurposing, structured by reference to compounds and indications, via a generalisation layer (within specific datasets) of mechanism. References are categorised by leve...
Humans Databases, Factual Data Management Drug Repositioning Natural Language Processing
View on PubMed DOI

Recommendations to overcome barriers to the use of artificial intelligence-driven evidence in health technology assessment.

Frontiers in public health Apr 26, 2023
BACKGROUND: Artificial intelligence (AI) has attracted much attention because of its enormous potential in healthcare, but uptake has been slow. There are substantial barriers that challenge health technology assessment (HTA) professionals to use AI-...
Humans Artificial Intelligence Data Management Health Policy Europe Technology Assessment, Biomedical
View on PubMed DOI

Conceptual framework and documentation standards of cystoscopic media content for artificial intelligence.

Journal of biomedical informatics Apr 22, 2023
BACKGROUND: The clinical documentation of cystoscopy includes visual and textual materials. However, the secondary use of visual cystoscopic data for educational and research purposes remains limited due to inefficient data management in routine clin...
Artificial Intelligence Data Management Documentation
View on PubMed DOI

Ethics and governance of trustworthy medical artificial intelligence.

BMC medical informatics and decision making Jan 13, 2023
BACKGROUND: The growing application of artificial intelligence (AI) in healthcare has brought technological breakthroughs to traditional diagnosis and treatment, but it is accompanied by many risks and challenges. These adverse effects are also seen ...
Humans Artificial Intelligence Algorithms Delivery of Health Care Prognosis Data Management
View on PubMed DOI

Global output on artificial intelligence in the field of nursing: A bibliometric analysis and science mapping.

Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing Dec 18, 2022
PURPOSE: To analyze the AI research in the field of nursing, to explore the current situation, hot topics, and prospects of AI research in the field of nursing, and to provide a reference for researchers to carry out related studies.
Humans Artificial Intelligence Machine Learning Big Data Data Management Bibliometrics
View on PubMed DOI

microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation.

PloS one Nov 29, 2022
In biotechnology, cell growth is one of the most important properties for the characterization and optimization of microbial cultures. Novel live-cell imaging methods are leading to an ever better understanding of cell cultures and their development....
Software Data Analysis Deep Learning Data Management Workflow
View on PubMed DOI

Unsupervised SAR Imagery Feature Learning with Median Filter-Based Loss Value.

Sensors (Basel, Switzerland) Aug 29, 2022
The scarcity of open SAR (Synthetic Aperture Radars) imagery databases (especially the labeled ones) and sparsity of pre-trained neural networks lead to the need for heavy data generation, augmentation, or transfer learning usage. This paper describe...
Neural Networks, Computer Databases, Factual Data Management Physical Therapy Modalities
View on PubMed DOI

DCSO: towards an ontology for machine-actionable data management plans.

Journal of biomedical semantics Jul 26, 2022
The concept of Data Management Plan (DMP) has emerged as a fundamental tool to help researchers through the systematical management of data. The Research Data Alliance DMP Common Standard (DCS) working group developed a set of universal concepts char...
Data Management Biological Ontologies Vocabulary, Controlled
View on PubMed DOI

Construction of Economic Data Management System Based on BP Neural Network.

Computational intelligence and neuroscience Jul 8, 2022
In order to further understand the economic data management system and technology, in-depth research was conducted in the state of people's nervous system feeling. The method of building open platform algorithm to optimize and modify weight rule 2BP ...
Humans Neural Networks, Computer Algorithms Data Management
View on PubMed DOI
Popular Topics
Recent Journals