{"title":"组合深度学习算法在急诊头部 CT 扫描中检测自发性颅内出血的准确性","authors":"Takala Juuso, Peura Heikki, Riku Pirinen, Väätäinen Katri, Sergei Terjajev, Ziyuan Lin, Rahul Raj, Korja Miikka","doi":"10.1101/2024.05.28.24308084","DOIUrl":null,"url":null,"abstract":"<strong>Background</strong> Spontaneous intracranial hemorrhages are life-threatening conditions that require fast and accurate diagnosis. We hypothesized that deep learning (DL) could be utilized to detect these hemorrhages with a high accuracy.","PeriodicalId":501358,"journal":{"name":"medRxiv - Radiology and Imaging","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Accuracy of Combined Deep Learning Algorithms in Detecting Spontaneous Intracranial Hemorrhage on Emergent Head CT Scans\",\"authors\":\"Takala Juuso, Peura Heikki, Riku Pirinen, Väätäinen Katri, Sergei Terjajev, Ziyuan Lin, Rahul Raj, Korja Miikka\",\"doi\":\"10.1101/2024.05.28.24308084\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<strong>Background</strong> Spontaneous intracranial hemorrhages are life-threatening conditions that require fast and accurate diagnosis. We hypothesized that deep learning (DL) could be utilized to detect these hemorrhages with a high accuracy.\",\"PeriodicalId\":501358,\"journal\":{\"name\":\"medRxiv - Radiology and Imaging\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-05-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"medRxiv - Radiology and Imaging\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1101/2024.05.28.24308084\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv - Radiology and Imaging","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.05.28.24308084","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Accuracy of Combined Deep Learning Algorithms in Detecting Spontaneous Intracranial Hemorrhage on Emergent Head CT Scans
Background Spontaneous intracranial hemorrhages are life-threatening conditions that require fast and accurate diagnosis. We hypothesized that deep learning (DL) could be utilized to detect these hemorrhages with a high accuracy.
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