Large-scale pretraining on pathological images for fine-tuning of small pathological benchmarks

Masataka Kawai, Noriaki Ota, Shinsuke Yamaoka

Pretraining a deep learning model on large image datasets is a standard step before fine-tuning the model on small targeted datasets. The large dataset is usually general images (e…