Research

Research ›› 2026, Vol. 9 ›› Issue (2) : 1145 - . DOI: 10.34133/research.1145

RESEARCH ARTICLE

Clinical Application of Deep Learning for Spine MRI Interpretation: A Multicenter Evaluation of Artificial-Intelligence-Assisted versus Manual Reading on Diagnostic Agreement with the Reference Standard

Xing Cheng ¹ ,
Maoping Zhang ² ,
Zhenxiao Ren ³^,⁴^,⁵ ,
Tang Tang ⁶ ,
Xiaolin Meng ⁷^,⁸ ,
Zhong Huang ⁹ ,
Hongwei Bran Li ¹⁰ ,
Weiguo Li ¹¹ ,
Qiuchan Yan ² ,
Haixiong Chen ¹² ,
Jie Jia ⁷ ,
Ce Wang ⁷ ,
Cheng Li ⁷ ,
Chunshan Yang ¹³ ,
Guifeng Shi ¹² ,
Guohua Li ¹⁴ ,
Kaixin Zeng ¹⁵ ,
Wei Chen ¹⁵ ,
Haoxuan Gao ¹⁵ ,
Xiaobo Wang ¹⁶^,^* ,
Xin Zheng ¹⁷^,^* ,
Yang Wang ²^,¹⁸^,^*

Author information +

¹Department of Spine Surgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510080, China.

²Department of Radiology, Zhujiang Hospital of Southern Medical University, Guangzhou 510280, China.

³Faculty of Natural Sciences, RWTH Aachen University, 52074 Aachen, Germany.

⁴Laboratorio de Regeneración Neuronal, Hospital Nacional de Parapléjicos/IDISCAM, 45071 Toledo, Spain.

⁵Department of Spine Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510000, China.

⁶Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing 210008, China.

⁷Healthcare Advanced Algorithm Department of HSW BU, Shanghai United Imaging Healthcare Co., Ltd, Shanghai 201800, China.

⁸School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.

⁹Institute of Neuroanatomy and Cell Biology, Hannover Medical School (MHH), 30625 Hannover, Germany.

¹⁰Department of Diagnostic Radiology, National University of Singapore, 119077 Singapore.

¹¹Department of Orthopaedics and Traumatology, United Christian Hospital, Hong Kong SAR 999077, China.

¹²Department of Radiology, Shunde Hospital of Southern Medical University (Shunde First People’s Hospital), Foshan 528300, China.

¹³School of Information Science and Technology, Fudan University, Shanghai 200438, China.

¹⁴Department of Radiology, The First Affiliated Hospital of Qiqihar Medical University, Qiqihar 161041, China.

¹⁵The Second Clinical Medical College of Southern Medical University, Guangzhou 510515, China.

¹⁶Department of Spine Surgery, Nanfang Hospital of Southern Medical University, Guangzhou 510515, China.

¹⁷Department of Orthopedics, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China.

¹⁸Department of Radiology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai 20072, China.

^* Address correspondence to: Spinewangxb@126.com (X.W.);

^* Address correspondence to: thindy1980@163.com (X.Z.);

^* Address correspondence to: wangyang98289@smu.edu.cn (Y.W.)

收起

Received	Accepted	Published
2025-10-13	2026-01-22
Issue Date
2026-10-16

Accesses

Total: 89

	Just accepted	Online first	Issue	Totals
HTML pages views	0	0	78	78
PDF downloads	0	0	11	11

Accesses in the last 12 months

Accesses come from

Citations

Citation counts are provided from Web of Science and CrossRef. The counts may vary by service, and are reliant on the availability of their data. Counts will update daily once available.

Search

Online attention

The hierarchy quorum sensing network in Pseudomonas aeruginosa

Full Text HTML

PDF (15064KB)

Recommended