...-to-sequence supervised learning task using Transformer-based models. We evaluate several pretraining configurations, including BERT2BERT and BERT2GPT2 and quantify the benefits of transfer learning by comparing them against a baseline Seq2Seq Transformer trained from random initialization. Findings All...

... Deep learning CNN Transfer learning Dental health Caries On a regular basis, millions of individuals suffer from the dental disease known as dental caries, which is sometimes referred to as tooth disease (Hasnain et al., 2023a , b). Depending on the extent of the disease, tooth...

... situations, radiologists' perception plays a critical role in identifying lung melanoma which is incorrectly detected. Deep learning is a new, capable and influential approach for predicting medical images. In this paper, the authors employed deep transfer learning algorithms for intelligent classification...