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Biobanking in the digital pathology era

Digital Pathology is becoming more and more important to achieve the goal of precision medicine. Advances in whole-slide imaging, software integration, and the accessibility of storage solutions have changed the pathologists’ clinical practice, not only in terms of laboratory workflow but also for d...

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Autores principales: BONIZZI, GIUSEPPINA, ZATTONI, LORENZO, FUSCO, NICOLA
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Tech Science Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10207967/
https://www.ncbi.nlm.nih.gov/pubmed/37303941
http://dx.doi.org/10.32604/or.2022.024892
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author BONIZZI, GIUSEPPINA
ZATTONI, LORENZO
FUSCO, NICOLA
author_facet BONIZZI, GIUSEPPINA
ZATTONI, LORENZO
FUSCO, NICOLA
author_sort BONIZZI, GIUSEPPINA
collection PubMed
description Digital Pathology is becoming more and more important to achieve the goal of precision medicine. Advances in whole-slide imaging, software integration, and the accessibility of storage solutions have changed the pathologists’ clinical practice, not only in terms of laboratory workflow but also for diagnosis and biomarkers analysis. In parallel with the pathology setting advancement, translational medicine is approaching the unprecedented opportunities unrevealed by artificial intelligence (AI). Indeed, the increased usage of biobanks’ datasets in research provided new challenges for AI applications, such as advanced algorithms, and computer-aided techniques. In this scenario, machine learning-based approaches are being propose in order to improve biobanks from biospecimens collection repositories to computational datasets. To date, evidence on how to implement digital biobanks in translational medicine is still lacking. This viewpoint article summarizes the currently available literature that supports the biobanks’ role in the digital pathology era, and to provide possible practical applications of digital biobanks.
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spelling pubmed-102079672023-06-10 Biobanking in the digital pathology era BONIZZI, GIUSEPPINA ZATTONI, LORENZO FUSCO, NICOLA Oncol Res Viewpoint Digital Pathology is becoming more and more important to achieve the goal of precision medicine. Advances in whole-slide imaging, software integration, and the accessibility of storage solutions have changed the pathologists’ clinical practice, not only in terms of laboratory workflow but also for diagnosis and biomarkers analysis. In parallel with the pathology setting advancement, translational medicine is approaching the unprecedented opportunities unrevealed by artificial intelligence (AI). Indeed, the increased usage of biobanks’ datasets in research provided new challenges for AI applications, such as advanced algorithms, and computer-aided techniques. In this scenario, machine learning-based approaches are being propose in order to improve biobanks from biospecimens collection repositories to computational datasets. To date, evidence on how to implement digital biobanks in translational medicine is still lacking. This viewpoint article summarizes the currently available literature that supports the biobanks’ role in the digital pathology era, and to provide possible practical applications of digital biobanks. Tech Science Press 2022-08-31 /pmc/articles/PMC10207967/ /pubmed/37303941 http://dx.doi.org/10.32604/or.2022.024892 Text en © 2021 Bonizzi https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Viewpoint
BONIZZI, GIUSEPPINA
ZATTONI, LORENZO
FUSCO, NICOLA
Biobanking in the digital pathology era
title Biobanking in the digital pathology era
title_full Biobanking in the digital pathology era
title_fullStr Biobanking in the digital pathology era
title_full_unstemmed Biobanking in the digital pathology era
title_short Biobanking in the digital pathology era
title_sort biobanking in the digital pathology era
topic Viewpoint
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10207967/
https://www.ncbi.nlm.nih.gov/pubmed/37303941
http://dx.doi.org/10.32604/or.2022.024892
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