diff --git a/README.md b/README.md
index da722c2..ed8c949 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,7 @@
1.3 Radiomics |
|
-2. Application |
+2. Applications |
2.1 Machine Learning |
2.2 Deep Learning |
@@ -47,7 +47,7 @@
-## [Application](#content)
+## [Applications](#content)
### [Machine Learning](#content)
1. **Machine learning-based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy** European Journal of Heart Failure (2018)
@@ -58,6 +58,10 @@
*Awni Y. Hannun Pranav Rajpurkar, Masoumeh Haghpanahi, Geoffrey H. Tison, Codie Bourn, Mintu P. Turakhia and Andrew Y. Ng*
+1. **Performance and Reading Time of Automated Breast US with or without Computer-aided** Radiology 292:540–549(2019)
+
+ *Shanling Yang, MD • Xican Gao, MD • Liwen Liu, PhD, MD • Rui Shu, MD • Jingru Yan, MD • Ge Zhang, MD • Yao Xiao, MD • Yan Ju, MS • Ni Zhao, MD • Hongping Song, PhD, MD*
+
### [Deep Learning](#content)
1. 基于深度学习的医学CT图像中器官的区域检测, 南京师范大学,硕士学位论文 (2018)