Across Africa and other regions with large undocumented populations, the lack of official identity papers is a major barrier to accessing medical treatment.

Extracting and analyzing relevant medical information from large-scale databases such as biobanks poses considerable challenges. To exploit such "big data," attempts have focused on large sampling ...