Enhancing local context of histology features in vision transformers

Predicting complete response to radiotherapy in rectal cancer patients using deep learning approaches from morphological features extracted from histology biopsies provides a quick, low-cost and effective way to assist clinical decision making. We propose adjustments to the Vision Transformer (ViT)...

全面介绍

书目详细资料
Main Authors: Wood, R, Sirinukunwattana, K, Domingo, E, Sauer, A, Lafarge, M, Koelzer, V, Maughan, T, Rittscher, J
格式: Conference item
语言:English
出版: Springer 2022