Lan Wang, Qian Zhang, Peng Zhang, Bowen Wu, Shiyu Du, Kaiqiang Tang, Shao Li
{"title":"Pre-endoscopic screening of precancerous lesions in gastric cancer using deep learning","authors":"Lan Wang, Qian Zhang, Peng Zhang, Bowen Wu, Shiyu Du, Kaiqiang Tang, Shao Li","doi":"10.1101/2024.04.08.24305062","DOIUrl":null,"url":null,"abstract":"<strong>Objective</strong> Given the high cost of endoscopy in gastric cancer (GC) screening, there is an urgent need to explore cost-effective methods for the large-scale prediction of precancerous lesions of gastric cancer (PLGC). We aim to construct a hierarchical artificial intelligence-based multimodal non-invasive method for pre-endoscopic risk screening, to provide tailored recommendations for endoscopy.","PeriodicalId":501258,"journal":{"name":"medRxiv - Gastroenterology","volume":"27 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv - Gastroenterology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.04.08.24305062","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Objective Given the high cost of endoscopy in gastric cancer (GC) screening, there is an urgent need to explore cost-effective methods for the large-scale prediction of precancerous lesions of gastric cancer (PLGC). We aim to construct a hierarchical artificial intelligence-based multimodal non-invasive method for pre-endoscopic risk screening, to provide tailored recommendations for endoscopy.