From b5367ffb4f95b6ad34bd2e63e95653a929e3b9ea Mon Sep 17 00:00:00 2001
From: ZZYe <xmuyzz@gmail.com>
Date: Mon, 14 Aug 2023 21:47:21 -0400
Subject: [PATCH] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index b8a2d80..d820114 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 
 Keywords: Deep Learning, Convolutional Neural Network, CT, Intravenous Contrast, Head and Neck CT, Chest CT
 
-Keras implementation for the article "[Deep learning-based detection of intravenous contrast in computed tomography scans](https://pubs.rsna.org/doi/pdf/10.1148/ryai.210285)", codes and pretrained models. 
+Keras implementation with codes and pretrained models for the article "[Deep learning-based detection of intravenous contrast in computed tomography scans](https://pubs.rsna.org/doi/pdf/10.1148/ryai.210285)" published in Radiology: Artificial Intelligence 4 (3), e210285.
 
 <p align="center"><img src="https://github.com/xmuyzz/DeepContrast/blob/main/src/utils/Figure1.png" align="middle" width="700" title="CT constrast detection platform" /></p>