Artificial Intelligence in Dermatopathology: New Insights and Perspectives.

Artificial Intelligence in Dermatopathology: New Insights and Perspectives.
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皮肤病理学中的人工智能:新的见解和观点。

DOI:
10.3390/dermatopathology8030044
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发表时间:
2021-09-01
期刊:
Dermatopathology (Basel, Switzerland)
影响因子:
--
通讯作者:
Ingravallo G
Ingravallo G
中科院分区:
其他
文献类型:
--
作者:
Cazzato G;Colagrande A;Cimmino A;Arezzo F;Loizzi V;Caporusso C;Marangio M;Foti C;Romita P;Lospalluti L;Mazzotta F;Cicco S;Cormio G;Lettini T;Resta L;Vacca A;Ingravallo G

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近年来,人们对人工智能和机器学习的热情日益高涨,涉及医学的不同领域。其中,皮肤病理学领域虽然仍处于萌芽阶段,但也部分涉及其中,人们试图开发和训练算法,以协助病理学家对复杂的黑素细胞病变进行鉴别诊断。在本文中,我们面对这个现代的新挑战,对有关最新技术水平的文献进行综述,并尝试确定有前景的未来方向。
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.
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