Development and Validation of a Web-Based Machine Learning Model for Predicting Early Neurological Deterioration Following Stroke Thrombolysis: Multicenter Study

Juan Li   ^{1 *} , MMed ;   Huanxian Chang   ^{2 *} , MD ;   Shouyun Du   ^{3 *} , MMed ;   Chunyang Zhang   ¹ , MMed ;   Han Zhang   ¹ , MMed ;   Luming Li   ¹ , MMed ;   Lingsheng Kong   ² , MMed ;   Guodong Li   ³ , MMed ;   Tingting Liang   ² , MD ;   Ronghong Yang   ³ , MD ;   Bingchao Xu   ¹ , MD ;   Xinyu Zhou   ¹ , MD ;   Guanghui Zhang   ¹ , MD ;   Yongan Sun   ¹ , MD ;   Xiaobing He   ¹ , MMed ;   Bei Xu   ¹ , MMed ;   Zaipo Li   ¹ , MMed ;   Yanan He   ⁴ , BS ;   Mingli He   ¹ , MD

¹ The Neurology Department, Lianyungang Clinical College of Nanjing Medical University, The First People's Hospital of Lianyungang, Lianyungang, China

² The Neurology Department, Lianyungang Oriental Hospital, Lianyungang, China

³ The Neurology Department, Guanyun Country People’s Hospital of Lianyungang, Lianyungang, China

⁴ Department of Computer Science, Purdue University, West Lafayette, IN, United States

*these authors contributed equally