A perspective for adapting generalist AI to specialized medical AI applications and their challenges. - Zifeng Wang 008; Hanyin Wang; Benjamin P. Danek; Ying Li; Christina Mack; Luk Arbuckle; Devyani Biswal; Hoifung Poon; Yajuan Wang; Pranav Rajpurkar; Cao Xiao; Jimeng Sun 001 (npj Digit. Medicine, 2025)