Sarcasm detection is an essential task that can help identify the actual sentiment in user-generated data, such as discussion forums or tweets. a sophisticated form of linguistic expression because its surface meaning usually contradicts inner, deeper meaning. In this paper, we propose model, incorporates different features to capture sarcasm. We use pre-trained transformer and CNN context feat...

Predicting complete response to radiotherapy in rectal cancer patients using deep learning approaches from morphological features extracted histology biopsies provides a quick, low-cost and effective way assist clinical decision making. We propose adjustments the Vision Transformer (ViT) network improve utilisation of contextual information present whole slide images (WSIs). Firstly, our positi...