((Cervix cancer[Title/Abstract]) OR (Cervix carcinoma[Title/Abstract]) OR (Cervix dysplasia[Title/Abstract]) OR (Cervical intraepithelial neoplasia [Title/Abstract]) OR (Cervical cancer pathophysiology[Title/Abstract]) OR (Cervix HPV infection[Title/Abstract]) OR (Cervix biopsy and cancer diagnosis[Title/Abstract]) OR (Cervix cancer staging[Title/Abstract]) OR (Cervix cancer early detection[Title/Abstract]) OR (Cervix cancer metastasis[Title/Abstract]) OR (Cervical cancer[Title/Abstract]) OR (Cervical carcinoma[Title/Abstract]) OR (Human papillomavirus (HPV) and cervical cancer[Title/Abstract]) OR (Cervical cancer screening[Title/Abstract]) OR (Cervical dysplasia[Title/Abstract]) OR (Cervical cancer prevention[Title/Abstract]) OR (HPV vaccination and cervical cancer[Title/Abstract]) OR (Cervical cancer treatment[Title/Abstract]) OR (Risk factors for cervical cancer[Title/Abstract]) OR (Cervical cancer stages[Title/Abstract]) OR (Cervical cancer survival rates[Title/Abstract]) OR (Cervical cancer prognosis[Title/Abstract]) OR (Cervical cancer immunotherapy[Title/Abstract]) OR (Cervical cancer biomarkers[Title/Abstract]) OR (Early detection of cervical cancer[Title/Abstract]))AND ((Machine learning[Title/Abstract] OR Deep learning[Title/Abstract]) OR (Neural networks[Title/Abstract] OR Predictive modeling[Title/Abstract]) OR (Natural language[Title/Abstract] OR Data science[Title/Abstract]) OR (AI applications[Title/Abstract] OR Reinforcement learning[Title/Abstract]) OR (Supervised learning[Title/Abstract] OR AI models[Title/Abstract])) AND ((Cytology[Title/Abstract]) OR (Cytopathology[Title/Abstract])) 1

((Machine learning[Title/Abstract] OR Deep learning[Title/Abstract] OR Neural networks[Title/Abstract] OR Predictive modeling[Title/Abstract] OR Natural language[Title/Abstract] OR Data science[Title/Abstract] OR AI applications[Title/Abstract] OR Reinforcement learning[Title/Abstract] OR Supervised learning[Title/Abstract] OR AI models[Title/Abstract])) AND ((Cytology[Title/Abstract]) OR (Cytopathology[Title/Abstract]))

1 Note: While several terms in the search string may appear semantically similar (e.g., “Cervix cancer” vs. “Cervical cancer”, or “Cervix dysplasia” vs. “Cervical dysplasia”), they are not redundant. Rather, their inclusion reflects intentional variation to accommodate differences in how concepts are labeled across scientific literature. The use of both noun-based and adjective-based terms (e.g., “cervix” vs. “cervical”) broadens the scope of the search and enhances its sensitivity, ensuring that relevant articles are not missed due to terminological differences.