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| 1 | Utility of a deep learning model and a clinical model for predicting bleeding after endoscopic submucosal dissection in patients with early gastric cancer显示文摘BACKGROUND Bleeding is one of the major complications after endoscopic submucosal dissection(ESD)in early gastric cancer(EGC)patients.There are limited studies on estimating the bleeding risk after ESD using an artificial intelligence system.AIM To derivate and verify the performance of the deep learning model and the clinical model for predicting bleeding risk after ESD in EGC patients.METHODS Patients with EGC who underwent ESD between January 2010 and June 2020 at the Samsung Medical Center were enrolled,and post-ESD bleeding(PEB)was investigated retrospectively.We split the entire cohort into a development set(80%)and a validation set(20%).The deep learning and clinical model were built on the development set and tested in the validation set.The performance of the deep learning model and the clinical model were compared using the area under the curve and the stratification of bleeding risk after ESD.RESULTS A total of 5629 patients were included,and PEB occurred in 325 patients.The area under the curve for predicting PEB was 0.71(95%confidence interval:0.63-0.78)in the deep learning model and 0.70(95%confidence interval:0.62-0.77)in the clinical model,without significant difference(P=0.730).The patients expected to the low-(<5%),intermediate-(≥5%,<9%),and high-risk(≥9%)categories were observed with actual bleeding rate of 2.2%,3.9%,and 11.6%,respectively,in the deep learning model;4.0%,8.8%,and 18.2%,respectively,in the clinical model.CONCLUSION A deep learning model can predict and stratify the bleeding risk after ESD in patients with EGC. | Ji Eun Na Yeong Chan Lee Tae Jun Kim Hyuk Lee Hong-Hee Won Yang Won Min Byung-Hoon Min Jun Haeng Lee Poong-Lyul Rhee Jae J Kim | 2022 | World Journal of Gastroenterology2022，28，24： | 2 |
| 2 | The Effect of Proton Pump Inhibitors on Glycated Hemoglobin Levels in Patients With Type 2 Diabetes Mellitus显示文摘 | Na Han Minkyung Oh Su Min Park You Jeong Kim Eun Ju Lee Tae Kyoon Kim Tae Nyun Kim Min Jeong Kwon Mi-kyung Kim Soon Hee Lee Byoung Doo Rhee Jeong Hyun Park | 2013 | Canadian Journal of Diabetes2013，，： | 1 |
| 3 | An experimental study for property control in a continuous styrene polymerization reactor using a polynomial AR- MA model 显示文摘 | NA S S RHEE H K | 2002 | Chemical Engineering Science2002，57，7： | 1 |
| 4 | An experimental study for property control in a continuous styrene polymerization reactor using a polynomial ARMA model显示文摘 | Sang-Seop Na Hyun-Ku Rhee | 2002 | Chemical engineering science2002，57，7： | 1 |
| 5 | Polynomial ARMA model identification for a continuous styrene polymerization reactor using on - line measurements of polymer properties 显示文摘 | Rhee H K | 2000 | J Appl Polym Sci2000，76，13： | 1 |
| 6 | 上海天文馆显示文摘上海天文馆坐落于滴水湖畔,总面积约3.8万m^(2)作为上海科技馆分馆,是全球规模最大的天文学主题博物馆。其致力于营造沉浸式体验,让游客可以与各种天文现象直接互动,并通过对比例、形态以及光线的细致处理,提升人们对于太阳和地球轨道运动之间的基本关系的认知。 | 无 V.Guy Maxwell Grace Chen Wei Wei Kuang Charles Wolf Anthony Guaraldo Jorge Arias Margarita Calero Michael Caton Christina Ciardullo Eugene Colberg Regina Jiang Jörg Kiesow Aidan Kim Stefan Knust Xinya Li Francelle Lim Xiaoyun Mao David Monnar Nikita Payusov James Rhee Yong Kyun Roh Miya Ruan Na Sun Eric Tsui Stephanie Tung Charles Wong David Yu Fred Zhang | 2022 | 建筑实践2022，，5： | 1 |
| 7 | 浩瀚宇宙的秘密 上海天文馆显示文摘上海天文馆由Ennead建筑设计事务所设计合伙人Thomas J.Wong设计。其方案致力于营造沉浸式体验,让游客可以与各种天文现象直接互动,并通过对比例、形态以及光线的细致处理,提升人们对于太阳和地球轨道运动这一基本关系的认知。作为上海科技馆分馆,全新的上海天文馆占地38000 m^(2),为全球规模最大的天文学主题博物馆。 | 无 V.Guy Maxwell(设计) 陈昕昉(设计) 邝薇薇(设计) Charles Wolf(设计) Anthony Guaraldo(设计) Jorge Arias(设计) Margarita Calero(设计) Michael Caton(设计) Christina Ciardullo(设计) Eugene Colberg(设计) Regina Jiang(设计) Jörg Kiesow(设计) Aidan Kim(设计) Stefan Knust(设计) 李欣亚(设计) Francelle Lim(设计) Xiaoyun Mao(设计) David Monnar(设计) Nikita Payusov(设计) James Rhee(设计) Yong Kyun Roh(设计) 阮玲丽(设计) Na Sun(设计) 徐震(设计) Stephanie Tung(设计) 黄泽修(设计) 于乐川(设计) Fred Zhang(设计) | 2021 | 室内设计与装修2021，，9： | 1 |
| 8 | An Experimental Study for Property Control in a Continuous Styrene Polymerization Reactor Using a Polynomial ARMA Model显示文摘 | Na S Rhee H | 2002 | Chem Eng Sci2002，57，7： | 1 |
| 9 | Current evidence for a role of GLP-1 in Roux-en-Y gastric bypass-induced remission of type 2 diabetes显示文摘 | Rhee NA Vilsb(φ)ll T Knop FK | 2012 | Diabetes Obes Metab2012，14，4： | 1 |
| 10 | In vivo evaluation of mixtures of uncultured freshly isolated adipose-derived stem cells and demineralized bone matrix for bone regeneration in a rat critically sized calvarial defect model 显示文摘 | Rhee SC Ji YH Gharibjanian NA | 2011 | Stem Cells Dev2011，20，2： | 1 |
| 11 | Clinical Utility of Two Interferon-gamma Release Assays on Pleural Fluid for the Diagnosis of Tu- berculous Pleurisy显示文摘 | Ji Young Kang Chin Kook Rhee Na Hyun Kang | 2012 | Tuberc Respir Dis2012，73，3： | 1 |
| 12 | Electronic characterization of AI/PMMA /p-Si and AI/CEP ( cyanoethyl pullu- lan)/p-Si structures显示文摘 | Na M Rhee S W | 2006 | Organic Electronics2006，7，4： | 1 |
| 13 | Upper normal threshold of serum alanine aminotransferase in identifying individuals at risk for chronic liver disease显示文摘 | Ha Na Park Dong Hyun Sinn Geum‐Youn Gwak Jee Eun Kim Sang Youl Rhee Sung June Eo Yu Jin Kim Moon Seok Choi Joon Hyeok Lee Kwang Cheol Koh Seung Woon Paik Byung Chul Yoo | 2012 | Liver Int2012，，6： | 1 |
| 14 | Albumin and C-reactive protein have prognostic significance in patients with community-acquired pneumonia显示文摘 | Jae Hyuk Lee Jooyeong Kim Kyuseok Kim You Hwan Jo JoongEui Rhee Tae Youn Kim Sang Hoon Na Seung Sik Hwang | 2011 | Journal of Critical Care2011，，3： | 1 |
| 15 | Electronic characteriza- tion of AI/PMMA /p - Si and A1/CEP( cyanothyl pullulan)/p - Si structures 显示文摘 | Moonkyong Na Shi -Woo Rhee | 2006 | Organ- ic Electronics2006，7，： | 1 |
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