AI-Derived Blood Biomarkers for Ovarian Cancer Diagnosis: Systematic Review and Meta-Analysis

He-Li Xu   ^{1, 2, 3 *} , MPH ;   Xiao-Ying Li   ^{1, 2, 3 *} , PhD ;   Ming-Qian Jia   ^{1, 2, 3, 4 *} , MPH ;   Qi-Peng Ma   ^{5 *} , MSc ;   Ying-Hua Zhang   ⁶ , BM ;   Fang-Hua Liu   ^{1, 2, 3} , MPH ;   Ying Qin   ^{1, 2, 3, 4} , MPH ;   Yu-Han Chen   ^{4, 5} , MPH ;   Yu Li   ^{4, 5} , MPH ;   Xi-Yang Chen   ^{1, 2, 3, 4} , MPH ;   Yi-Lin Xu   ^{1, 2, 3} , MPH ;   Dong-Run Li   ^{1, 2, 3} , MPH ;   Dong-Dong Wang   ^{1, 2, 3, 4} , MPH ;   Dong-Hui Huang   ^{1, 2, 3} , PhD ;   Qian Xiao   ^{1, 5} , PhD ;   Yu-Hong Zhao   ^{1, 2, 3} , Prof Dr Med ;   Song Gao   ⁵ , Prof Dr Med ;   Xue Qin   ⁵ , PhD ;   Tao Tao   ⁵ , PhD ;   Ting-Ting Gong   ⁵ , Prof Dr Med ;   Qi-Jun Wu   ^{1, 2, 3, 4, 5, 7} , Prof Dr Med

¹ Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, ShenYang, China

² Clinical Research Center, Shengjing Hospital of China Medical University, ShenYang, China

³ Liaoning Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, ShenYang, China

⁴ Department of Epidemiology, School of Public Health, China Medical University, ShenYang, China

⁵ Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, ShenYang, China

⁶ Department of Undergraduate, Shengjing Hospital of China Medical University, ShenYang, China

⁷ NHC Key Laboratory of Advanced Reproductive Medicine and Fertility (China Medical University), National Health Commission, ShenYang, China

*these authors contributed equally