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)...

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Bibliographic Details
Main Authors: Wood, R, Sirinukunwattana, K, Domingo, E, Sauer, A, Lafarge, M, Koelzer, V, Maughan, T, Rittscher, J
Format: Conference item
Language:English
Published: Springer 2022