Using a Convolutional Neural Network and Convolutional Long Short-term Memory to Automatically Detect Aneurysms on 2D Digital Subtraction Angiography Images: Framework Development and Validation
Using a Convolutional Neural Network and Convolutional Long Short-term Memory to Automatically Detect Aneurysms on 2D Digital Subtraction Angiography Images: Framework Development and Validation
JunHua Liao
1, 2
*
, BSc
;
LunXin Liu
1
*
, MD
;
HaiHan Duan
3
, MSc
;
YunZhi Huang
4
, PhD
;
LiangXue Zhou
1
, MD
;
LiangYin Chen
2
, PhD
;
ChaoHua Wang
1
, MD
1
Department of Neurosurgery
,
West China Hospital
,
Sichuan University
,
Chengdu
,
CN
2
College of Computer Science
,
Sichuan University
,
Chengdu
,
CN
3
School of Science and Engineering
,
The Chinese University of Hong Kong
,
Shenzhen
,
CN
4
School of Automation
,
Nanjing University of Information Science and Technology
,
Nanjing
,
CN
*these authors contributed equally
Corresponding Author:
-
ChaoHua Wang, MD
-
Department of Neurosurgery
-
West China Hospital
-
Sichuan University
-
No. 37 Guoxue Lane, Wuhou District
-
Chengdu
-
CN
-
Phone:
86 18628169123
-
Email: wangchaohuaHX@163.com