Deep learning segmentation models for OCT typically fail to generalize to clinical data collected under different acquisition protocols

Most deep-learning segmentation work for OCT is validated only in-domain, leaving generalization to clinical data collected under different acquisition protocols largely untested.

http://arxiv.org/abs/2608.27095v1