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Artificial intelligence for dysplasia grading in Barrett's esophagus: hematoxylin and eosin is here to stay.

作者信息

McDonald Oliver G, Montgomery Elizabeth A

机构信息

Department of Pathology and Laboratory Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA.

出版信息

Gastrointest Endosc. 2022 Dec;96(6):926-928. doi: 10.1016/j.gie.2022.08.013. Epub 2022 Oct 15.

DOI:10.1016/j.gie.2022.08.013
PMID:36253189
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10594988/
Abstract
摘要

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Anti-phosphorylated histone H3 expression in Barrett's esophagus, low-grade dysplasia, high-grade dysplasia, and adenocarcinoma.抗磷酸化组蛋白 H3 在 Barrett 食管、低级别上皮内瘤变、高级别上皮内瘤变和腺癌中的表达。
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Employing Natural Language Processing as Artificial Intelligence for Analyzing Consumer Opinion Toward Advertisement.运用自然语言处理作为人工智能来分析消费者对广告的看法。
Front Psychol. 2022 May 31;13:856663. doi: 10.3389/fpsyg.2022.856663. eCollection 2022.
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Development of a deep learning model for the histologic diagnosis of dysplasia in Barrett's esophagus.开发一种深度学习模型用于 Barrett 食管中发育异常的组织学诊断。
Gastrointest Endosc. 2022 Dec;96(6):918-925.e3. doi: 10.1016/j.gie.2022.06.013. Epub 2022 Jun 17.
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Deep neural network trained on gigapixel images improves lymph node metastasis detection in clinical settings.基于千兆像素图像训练的深度神经网络可提高临床环境中淋巴结转移检测的准确性。
Nat Commun. 2022 Jun 10;13(1):3347. doi: 10.1038/s41467-022-30746-1.
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Leveraging Computational Intelligence Techniques for Defensive Deception: A Review, Recent Advances, Open Problems and Future Directions.利用计算智能技术进行防御性欺骗:综述、最新进展、开放性问题和未来方向。
Sensors (Basel). 2022 Mar 11;22(6):2194. doi: 10.3390/s22062194.
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Deep convolutional neural network-based classification of cancer cells on cytological pleural effusion images.基于深度卷积神经网络的细胞学胸腔积液图像中癌细胞分类。
Mod Pathol. 2022 May;35(5):609-614. doi: 10.1038/s41379-021-00987-4. Epub 2022 Jan 10.
7
Integrating digital pathology into clinical practice.将数字病理学整合到临床实践中。
Mod Pathol. 2022 Feb;35(2):152-164. doi: 10.1038/s41379-021-00929-0. Epub 2021 Oct 1.
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Artificial intelligence-assisted system for precision diagnosis of PD-L1 expression in non-small cell lung cancer.人工智能辅助系统用于非小细胞肺癌中 PD-L1 表达的精准诊断。
Mod Pathol. 2022 Mar;35(3):403-411. doi: 10.1038/s41379-021-00904-9. Epub 2021 Sep 13.
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An independent assessment of an artificial intelligence system for prostate cancer detection shows strong diagnostic accuracy.一项针对前列腺癌检测人工智能系统的独立评估显示出较强的诊断准确性。
Mod Pathol. 2021 Aug;34(8):1588-1595. doi: 10.1038/s41379-021-00794-x. Epub 2021 Mar 29.
10
Deep Learning for Whole-Slide Tissue Histopathology Classification: A Comparative Study in the Identification of Dysplastic and Non-Dysplastic Barrett's Esophagus.用于全切片组织病理分类的深度学习:发育异常和非发育异常的巴雷特食管识别中的比较研究
J Pers Med. 2020 Sep 23;10(4):141. doi: 10.3390/jpm10040141.