Table 1.

Limitations of AI‐Aided Ultrasound in the Assessment of Female Reproductive Function

Types	Limitation	Results	Solution
Ethical issues	Lack of human‐machine interaction	Lead to the distrust of AI	Informed consent, ensure data safety
	Opacity caused by general understanding of AI's internal processes
	Data privacy and security
Problems from images	Lack of quality	Low generalization and diagnostic efficiency	Optimize the instrument, image pro‐processing
	Small sample size		Direct a multicenter study and establish standards
	Ratio among samples is not balanced
Complexity of reproductive medicine	Lack of universal diagnosis standard	Nonstandard data collection
	Lack of consistent programs of data collecting
	Requiring systematical thinking	Cannot reach the clinical problem	Interdisciplinary integration