With the widespread application of artificial intelligence （AI） technology in medical data analysis， the issue of protecting patients’ privacy rights has become increasingly prominent. This paper sorted out the development trends and current situation of medical data analysis and revealed the main dilemmas in privacy protection， including the risks in the process of data collection and storage， the imperfections of laws and regulations， and the impact of ethical issues. It further explored effective ways to enhance patients’ privacy education and awareness， including comprehensively strengthening the promotion of data anonymization technology in the process of data collection and storage， improving laws， regulations， and industry standards to ensure patient privacy security， establishing a multi-party cooperative privacy protection mechanism to achieve collaborative governance and shared responsibility， as well as enhancing patient privacy awareness to strengthen their cognition and trust in privacy protection， which can effectively promote collaborative governance and shared responsibility for privacy protection.

Objective: To explore family correlates of physical aggression among students in concentrated poverty-stricken minority areas. Methods: By using cluster sampling, questionnaire survey was conducted among 2 960 students in Dongjing county, Wucun county and Babie village in Baise City. Information of general demographic characteristics and physical aggression was collected. Results: Family economic status, family structure, family education system, family emotional atmosphere and household function showed significant effects on physical aggression(F/t=35.15, -5.78, 5.57, 9.54, 60.86, P<0.05).From multivariate logistic regression showed that family structure, parenting style, family emotional atmosphere and household function significantly accounted for variation of physical aggression, with one-unit improve of above indicators resulted in 0.11, 0.17, 0.17 and 0.36 decrease in physical aggression, respectively. Conclusion Parents should be encouraged to construct a harmonious family atmosphere, democratic parenting and well-functioning family, and cultivate positive attitude and outlook on life of their children through active life perspectives, aiming to reduce physical aggression and promote physical and mental well-being.