Enhancing glomeruli segmentation through cross-species pre-training

Paolo Andreini, Simone Bonechi, Giovanna Maria Dimitri

Abstract: Highlights•Train a deep neural network for the segmentation of human glomeruli.•Explore the use of models pre-training on mice glomeruli histological images.•Cross-species transfer learning for increased model performance and generalization.•Experiments carried out with two different deep segmentation models.

External IDs:dblp:journals/ijon/AndreiniBD24