Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups

no code implementations • 23 Feb 2022 • Lucy Godson, Navid Alemi, Jeremie Nsengimana, Graham P. Cook, Emily L. Clarke, Darren Treanor, D. Timothy Bishop, Julia Newton-Bishop, Ali Gooya

Previous subtyping approaches have employed supervised learning which requires fully annotated data, or have only examined single genetic mutations in melanoma patients.

Multiple Instance Learning Weakly-supervised Learning