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Browser-based Data Annotation, Active Learning, and Real-Time Distribution of Artificial Intelligence Models: From Tumor Tissue Microarrays to COVID-19 Radiology

BACKGROUND: Artificial intelligence (AI) is fast becoming the tool of choice for scalable and reliable analysis of medical images. However, constraints in sharing medical data outside the institutional or geographical space, as well as difficulties in getting AI models and modeling platforms to work...

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Detalles Bibliográficos
Autores principales: Bhawsar, Praphulla M. S., Abubakar, Mustapha, Schmidt, Marjanka K., Camp, Nicola J., Cessna, Melissa H., Duggan, Máire A., García-Closas, Montserrat, Almeida, Jonas S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8546359/
https://www.ncbi.nlm.nih.gov/pubmed/34760334
http://dx.doi.org/10.4103/jpi.jpi_100_20