显而易见的问题：即使是专家在结肠镜检查时也可能漏诊息肉，以及人工智能如何助力复杂的视觉感知任务。 - Suppr

Gorilla in the room: Even experts can miss polyps at colonoscopy and how AI helps complex visual perception tasks.

作者信息

Cherubini Andrea, East James E

机构信息

Artificial Intelligence Group, Cosmo AI/Linkverse, Lainate 20045, Italy; Milan Center for Neuroscience, University of Milano-Bicocca, Milano 20126, Italy.

Translational Gastroenterology Unit, Nuffield Department of Medicine, Experimental Medicine Division, John Radcliffe Hospital, University of Oxford, Oxford, UK; Division of Gastroenterology and Hepatology, Mayo Clinic Healthcare, London.

出版信息

Dig Liver Dis. 2023 Feb;55(2):151-153. doi: 10.1016/j.dld.2022.10.004. Epub 2022 Oct 26.

DOI:10.1016/j.dld.2022.10.004

PMID:36804032

Abstract

摘要

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引用本文的文献

Assessing clinical efficacy of polyp detection models using open-access datasets.

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REAL-Colon: A dataset for developing real-world AI applications in colonoscopy.

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A Review of the Technology, Training, and Assessment Methods for the First Real-Time AI-Enhanced Medical Device for Endoscopy.

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Gorilla in the room: Even experts can miss polyps at colonoscopy and how AI helps complex visual perception tasks.

作者信息

Cherubini Andrea, East James E

机构信息

Artificial Intelligence Group, Cosmo AI/Linkverse, Lainate 20045, Italy; Milan Center for Neuroscience, University of Milano-Bicocca, Milano 20126, Italy.

出版信息

Dig Liver Dis. 2023 Feb;55(2):151-153. doi: 10.1016/j.dld.2022.10.004. Epub 2022 Oct 26.

DOI:10.1016/j.dld.2022.10.004

PMID:36804032

Abstract

摘要

相似文献

Gorilla in the room: Even experts can miss polyps at colonoscopy and how AI helps complex visual perception tasks.

Dig Liver Dis. 2023 Feb;55(2):151-153. doi: 10.1016/j.dld.2022.10.004. Epub 2022 Oct 26.

Is artificial intelligence the final answer to missed polyps in colonoscopy?

World J Gastroenterol. 2020 Sep 21;26(35):5248-5255. doi: 10.3748/wjg.v26.i35.5248.

Deep Learning Computer-aided Polyp Detection Reduces Adenoma Miss Rate: A United States Multi-center Randomized Tandem Colonoscopy Study (CADeT-CS Trial).

Clin Gastroenterol Hepatol. 2022 Jul;20(7):1499-1507.e4. doi: 10.1016/j.cgh.2021.09.009. Epub 2021 Sep 14.

Artificial intelligence for the early detection of colorectal cancer: A comprehensive review of its advantages and misconceptions.

World J Gastroenterol. 2021 Oct 14;27(38):6399-6414. doi: 10.3748/wjg.v27.i38.6399.

Study on detection rate of polyps and adenomas in artificial-intelligence-aided colonoscopy.

Saudi J Gastroenterol. 2020 Jan-Feb;26(1):13-19. doi: 10.4103/sjg.SJG_377_19.

Impact of artificial intelligence on colorectal polyp detection.

Best Pract Res Clin Gastroenterol. 2021 Jun-Aug;52-53:101713. doi: 10.1016/j.bpg.2020.101713. Epub 2020 Dec 4.

Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement.

Dig Endosc. 2023 May;35(4):422-429. doi: 10.1111/den.14531. Epub 2023 Mar 13.

Impact of artificial intelligence on colorectal polyp detection for early-career endoscopists: an international comparative study.

Scand J Gastroenterol. 2022 Oct;57(10):1272-1277. doi: 10.1080/00365521.2022.2070436. Epub 2022 May 23.

Performance of artificial intelligence in colonoscopy for adenoma and polyp detection: a systematic review and meta-analysis.

Gastrointest Endosc. 2021 Jan;93(1):77-85.e6. doi: 10.1016/j.gie.2020.06.059. Epub 2020 Jun 26.

Artificial Intelligence-Aided Colonoscopy for Polyp Detection: A Systematic Review and Meta-Analysis of Randomized Clinical Trials.

J Laparoendosc Adv Surg Tech A. 2021 Oct;31(10):1143-1149. doi: 10.1089/lap.2020.0777. Epub 2021 Feb 1.

引用本文的文献

Assessing clinical efficacy of polyp detection models using open-access datasets.

Front Oncol. 2024 Aug 1;14:1422942. doi: 10.3389/fonc.2024.1422942. eCollection 2024.

REAL-Colon: A dataset for developing real-world AI applications in colonoscopy.

Sci Data. 2024 May 25;11(1):539. doi: 10.1038/s41597-024-03359-0.

A Review of the Technology, Training, and Assessment Methods for the First Real-Time AI-Enhanced Medical Device for Endoscopy.

Bioengineering (Basel). 2023 Mar 24;10(4):404. doi: 10.3390/bioengineering10040404.

Gorilla in the room: Even experts can miss polyps at colonoscopy and how AI helps complex visual perception tasks.

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Gorilla in the room: Even experts can miss polyps at colonoscopy and how AI helps complex visual perception tasks.

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