深度神经网络利用内镜图像准确预测溃疡性结肠炎的预后。 - Suppr

Suppr

超能文献

Deep Neural Network Accurately Predicts Prognosis of Ulcerative Colitis Using Endoscopic Images.

作者信息

Takenaka Kento, Ohtsuka Kazuo, Fujii Toshimitsu, Oshima Shiori, Okamoto Ryuichi, Watanabe Mamoru

机构信息

Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan.

Endoscopic Unit, Tokyo Medical and Dental University Hospital, Tokyo, Japan.

出版信息

Gastroenterology. 2021 May;160(6):2175-2177.e3. doi: 10.1053/j.gastro.2021.01.210. Epub 2021 Jan 21.

DOI:10.1053/j.gastro.2021.01.210

PMID:33485853

Abstract

摘要

相似文献

Deep Neural Network Accurately Predicts Prognosis of Ulcerative Colitis Using Endoscopic Images.深度神经网络利用内镜图像准确预测溃疡性结肠炎的预后。

Gastroenterology. 2021 May;160(6):2175-2177.e3. doi: 10.1053/j.gastro.2021.01.210. Epub 2021 Jan 21.

Endoscopic and Histological Mucosal Healing in Ulcerative Colitis in the First Year of Diagnosis: Results from a Population-based Inception Cohort from Six Countries in Asia.溃疡性结肠炎诊断后第一年的内镜和组织学黏膜愈合：来自亚洲六国基于人群的发病队列研究结果。

J Crohns Colitis. 2017 Dec 4;11(12):1440-1448. doi: 10.1093/ecco-jcc/jjx103.

Endocytoscopy can be used to assess histological healing in ulcerative colitis.内镜下黏膜切除术可以用于评估溃疡性结肠炎的组织学愈合情况。

Endoscopy. 2017 Jun;49(6):560-563. doi: 10.1055/s-0043-106556. Epub 2017 May 4.

Development and Validation of a Deep Neural Network for Accurate Evaluation of Endoscopic Images From Patients With Ulcerative Colitis.开发和验证一种深度学习神经网络，用于准确评估溃疡性结肠炎患者的内镜图像。

Gastroenterology. 2020 Jun;158(8):2150-2157. doi: 10.1053/j.gastro.2020.02.012. Epub 2020 Feb 12.

Twice-daily Budesonide 2-mg Foam Induces Complete Mucosal Healing in Patients with Distal Ulcerative Colitis.每日两次使用2毫克布地奈德泡沫剂可使远端溃疡性结肠炎患者的黏膜完全愈合。

J Crohns Colitis. 2016 Jul;10(7):828-36. doi: 10.1093/ecco-jcc/jjv208. Epub 2015 Nov 16.

Bowel ultrasound and mucosal healing in ulcerative colitis.溃疡性结肠炎的肠道超声与黏膜愈合

Dig Dis. 2009;27(3):285-90. doi: 10.1159/000228562. Epub 2009 Sep 24.

Mucosal healing with oral tacrolimus is associated with favorable medium- and long-term prognosis in steroid-refractory/dependent ulcerative colitis patients.口服他克莫司诱导黏膜愈合与类固醇难治/依赖型溃疡性结肠炎患者的中、长期预后改善相关。

J Crohns Colitis. 2013 Dec;7(12):e609-14. doi: 10.1016/j.crohns.2013.04.018. Epub 2013 May 14.

The Ulcerative Colitis Endoscopic Index of Severity More Accurately Reflects Clinical Outcomes and Long-term Prognosis than the Mayo Endoscopic Score.与梅奥内镜评分相比，溃疡性结肠炎内镜严重程度指数能更准确地反映临床结局和长期预后。

J Crohns Colitis. 2016 Mar;10(3):286-95. doi: 10.1093/ecco-jcc/jjv210. Epub 2015 Nov 17.

Development and Validation of a Confocal Laser Endomicroscopy-Based Score for In Vivo Assessment of Mucosal Healing in Ulcerative Colitis Patients.基于共聚焦激光内镜评分系统评估溃疡性结肠炎患者黏膜愈合的体内研究

Inflamm Bowel Dis. 2017 Dec 19;24(1):35-44. doi: 10.1093/ibd/izx012.

Evaluation of the Risk of Relapse in Ulcerative Colitis According to the Degree of Mucosal Healing (Mayo 0 vs 1): A Longitudinal Cohort Study.根据黏膜愈合程度（梅奥0级与1级）评估溃疡性结肠炎复发风险：一项纵向队列研究

J Crohns Colitis. 2016 Jan;10(1):13-9. doi: 10.1093/ecco-jcc/jjv158. Epub 2015 Sep 7.

引用本文的文献

Towards an Asian paradigm of inflammatory bowel disease management: A comparative review of China and Japan.迈向亚洲炎症性肠病管理模式：中国与日本的比较综述

Intractable Rare Dis Res. 2025 Aug 31;14(3):192-202. doi: 10.5582/irdr.2025.01046.

Artificial Intelligence in Advancing Inflammatory Bowel Disease Management: Setting New Standards.人工智能推动炎症性肠病管理：设定新标准。

Cancers (Basel). 2025 Jul 14;17(14):2337. doi: 10.3390/cancers17142337.

Artificial Intelligence in Inflammatory Bowel Disease Endoscopy.炎症性肠病内镜检查中的人工智能

Diagnostics (Basel). 2025 Apr 1;15(7):905. doi: 10.3390/diagnostics15070905.

Pathogenesis and precision medicine for predicting response in inflammatory bowel disease: advances and future directions.炎症性肠病中预测反应的发病机制与精准医学：进展与未来方向

eGastroenterology. 2024 Jan 18;2(1):e100006. doi: 10.1136/egastro-2023-100006. eCollection 2024 Jan.

AI and endoscopy/histology in UC: the rise of machine.人工智能与溃疡性结肠炎中的内镜检查/组织学：机器的崛起

Therap Adv Gastroenterol. 2024 Oct 18;17:17562848241275294. doi: 10.1177/17562848241275294. eCollection 2024.

Artificial intelligence and machine learning technologies in ulcerative colitis.溃疡性结肠炎中的人工智能和机器学习技术

Therap Adv Gastroenterol. 2024 Sep 5;17:17562848241272001. doi: 10.1177/17562848241272001. eCollection 2024.

Artificial Intelligence-assisted Video Colonoscopy for Disease Monitoring of Ulcerative Colitis: A Prospective Study.人工智能辅助视频结肠镜用于溃疡性结肠炎疾病监测的前瞻性研究

J Crohns Colitis. 2025 Jan 11;19(1). doi: 10.1093/ecco-jcc/jjae080.

Long-term follow-up of the red density pilot trial: a basis for long-term prediction of sustained clinical remission in ulcerative colitis?红色密度先导试验的长期随访：溃疡性结肠炎持续临床缓解长期预测的基础？

Endosc Int Open. 2023 Sep 27;11(9):E880-E884. doi: 10.1055/a-2153-7210. eCollection 2023 Sep.

A newly developed deep learning-based system for automatic detection and classification of small bowel lesions during double-balloon enteroscopy examination.一种新开发的基于深度学习的系统，用于在双气囊小肠镜检查期间自动检测和分类小肠病变。

BMC Gastroenterol. 2024 Jan 2;24(1):10. doi: 10.1186/s12876-023-03067-w.

A systematic review and meta-analysis of artificial intelligence-diagnosed endoscopic remission in ulcerative colitis.一项关于人工智能诊断溃疡性结肠炎内镜缓解情况的系统评价和荟萃分析。

iScience. 2023 Oct 5;26(11):108120. doi: 10.1016/j.isci.2023.108120. eCollection 2023 Nov 17.

文献检索

告别复杂PubMed语法，用中文像聊天一样搜索，搜遍4000万医学文献。AI智能推荐，让科研检索更轻松。

立即免费搜索

文件翻译

保留排版，准确专业，支持PDF/Word/PPT等文件格式，支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述，25分钟生成高质量综述，智能提取关键信息，辅助科研写作。

立即免费体验