Cargando…
Artificial Intelligence in Dermatopathology: New Insights and Perspectives
In recent years, an increasing enthusiasm has been observed towards artificial intelligence and machine learning, involving different areas of medicine. Among these, although still in the embryonic stage, the dermatopathological field has also been partially involved, with the attempt to develop and...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8482082/ https://www.ncbi.nlm.nih.gov/pubmed/34563035 http://dx.doi.org/10.3390/dermatopathology8030044 |
_version_ | 1784576820787544064 |
---|---|
author | Cazzato, Gerardo Colagrande, Anna Cimmino, Antonietta Arezzo, Francesca Loizzi, Vera Caporusso, Concetta Marangio, Marco Foti, Caterina Romita, Paolo Lospalluti, Lucia Mazzotta, Francesco Cicco, Sebastiano Cormio, Gennaro Lettini, Teresa Resta, Leonardo Vacca, Angelo Ingravallo, Giuseppe |
author_facet | Cazzato, Gerardo Colagrande, Anna Cimmino, Antonietta Arezzo, Francesca Loizzi, Vera Caporusso, Concetta Marangio, Marco Foti, Caterina Romita, Paolo Lospalluti, Lucia Mazzotta, Francesco Cicco, Sebastiano Cormio, Gennaro Lettini, Teresa Resta, Leonardo Vacca, Angelo Ingravallo, Giuseppe |
author_sort | Cazzato, Gerardo |
collection | PubMed |
description | In recent years, an increasing enthusiasm has been observed towards artificial intelligence and machine learning, involving different areas of medicine. Among these, although still in the embryonic stage, the dermatopathological field has also been partially involved, with the attempt to develop and train algorithms that could assist the pathologist in the differential diagnosis of complex melanocytic lesions. In this article, we face this new challenge of the modern era, carry out a review of the literature regarding the state of the art and try to determine promising future perspectives. |
format | Online Article Text |
id | pubmed-8482082 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84820822021-10-01 Artificial Intelligence in Dermatopathology: New Insights and Perspectives Cazzato, Gerardo Colagrande, Anna Cimmino, Antonietta Arezzo, Francesca Loizzi, Vera Caporusso, Concetta Marangio, Marco Foti, Caterina Romita, Paolo Lospalluti, Lucia Mazzotta, Francesco Cicco, Sebastiano Cormio, Gennaro Lettini, Teresa Resta, Leonardo Vacca, Angelo Ingravallo, Giuseppe Dermatopathology (Basel) Review In recent years, an increasing enthusiasm has been observed towards artificial intelligence and machine learning, involving different areas of medicine. Among these, although still in the embryonic stage, the dermatopathological field has also been partially involved, with the attempt to develop and train algorithms that could assist the pathologist in the differential diagnosis of complex melanocytic lesions. In this article, we face this new challenge of the modern era, carry out a review of the literature regarding the state of the art and try to determine promising future perspectives. MDPI 2021-09-01 /pmc/articles/PMC8482082/ /pubmed/34563035 http://dx.doi.org/10.3390/dermatopathology8030044 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Cazzato, Gerardo Colagrande, Anna Cimmino, Antonietta Arezzo, Francesca Loizzi, Vera Caporusso, Concetta Marangio, Marco Foti, Caterina Romita, Paolo Lospalluti, Lucia Mazzotta, Francesco Cicco, Sebastiano Cormio, Gennaro Lettini, Teresa Resta, Leonardo Vacca, Angelo Ingravallo, Giuseppe Artificial Intelligence in Dermatopathology: New Insights and Perspectives |
title | Artificial Intelligence in Dermatopathology: New Insights and Perspectives |
title_full | Artificial Intelligence in Dermatopathology: New Insights and Perspectives |
title_fullStr | Artificial Intelligence in Dermatopathology: New Insights and Perspectives |
title_full_unstemmed | Artificial Intelligence in Dermatopathology: New Insights and Perspectives |
title_short | Artificial Intelligence in Dermatopathology: New Insights and Perspectives |
title_sort | artificial intelligence in dermatopathology: new insights and perspectives |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8482082/ https://www.ncbi.nlm.nih.gov/pubmed/34563035 http://dx.doi.org/10.3390/dermatopathology8030044 |
work_keys_str_mv | AT cazzatogerardo artificialintelligenceindermatopathologynewinsightsandperspectives AT colagrandeanna artificialintelligenceindermatopathologynewinsightsandperspectives AT cimminoantonietta artificialintelligenceindermatopathologynewinsightsandperspectives AT arezzofrancesca artificialintelligenceindermatopathologynewinsightsandperspectives AT loizzivera artificialintelligenceindermatopathologynewinsightsandperspectives AT caporussoconcetta artificialintelligenceindermatopathologynewinsightsandperspectives AT marangiomarco artificialintelligenceindermatopathologynewinsightsandperspectives AT foticaterina artificialintelligenceindermatopathologynewinsightsandperspectives AT romitapaolo artificialintelligenceindermatopathologynewinsightsandperspectives AT lospallutilucia artificialintelligenceindermatopathologynewinsightsandperspectives AT mazzottafrancesco artificialintelligenceindermatopathologynewinsightsandperspectives AT ciccosebastiano artificialintelligenceindermatopathologynewinsightsandperspectives AT cormiogennaro artificialintelligenceindermatopathologynewinsightsandperspectives AT lettiniteresa artificialintelligenceindermatopathologynewinsightsandperspectives AT restaleonardo artificialintelligenceindermatopathologynewinsightsandperspectives AT vaccaangelo artificialintelligenceindermatopathologynewinsightsandperspectives AT ingravallogiuseppe artificialintelligenceindermatopathologynewinsightsandperspectives |