Zixin Luo

Noninvasive Identification of Breast Cancer HER2 Status by Deep Learning on Multiparametric MRI Images

2024 · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition

Motivation: Multiparametric magnetic resonance imaging (mpMRI) offers valuable insights for predicting HER2 expression. However, when fusing mpMRI features, redundancy or wastage of information may impact model performance. Goal(s): Our aim was to construct an effective …