This academic paper discusses the methodology and results of a series of conferences, titled Sex and gender Bias in Artificial Intelligence and Health, which were in Barcelona from March-June 2021. The authors used the conferences to write a series of recommendations to facilitate inclusion of sex and gender policies to overcome biases in AI and health.