Artificial Intelligence Outperforms Radiologists for Pancreatic Cancer Lymph Node Metastasis Prediction at CT.
作者信息
Chu Linda C, Fishman Elliot K
机构信息
From the Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Hal B168, 600 N Wolfe St, Baltimore, MD 21287.
出版信息
Radiology. 2023 Jan;306(1):170-171. doi: 10.1148/radiol.222012. Epub 2022 Sep 6.
Abstract
摘要
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本文引用的文献
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2
Preoperative Prediction of Lymph Node Metastasis of Pancreatic Ductal Adenocarcinoma Based on a Radiomics Nomogram of Dual-Parametric MRI Imaging.基于双参数MRI成像的影像组学列线图对胰腺导管腺癌淋巴结转移的术前预测
Front Oncol. 2022 Jul 6;12:927077. doi: 10.3389/fonc.2022.927077. eCollection 2022.
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Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis.基于放射组学的机器学习模型可以在临床诊断前相当长的时间内，通过预测性计算机断层扫描检测胰腺癌。
Gastroenterology. 2022 Nov;163(5):1435-1446.e3. doi: 10.1053/j.gastro.2022.06.066. Epub 2022 Jul 1.
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Ann Surg. 2023 Jul 1;278(1):e68-e79. doi: 10.1097/SLA.0000000000005465. Epub 2022 Jul 4.
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