Purpose: Semantic segmentation is a fundamental part of the surgical application of deep learning.Traditionally, segmentation in vision tasks has been performed using convolutional neural networks (CNNs), but the transformer architecture has recently been introduced and widely investigated.We aimed to investigate the performance of deep learning mo
Inter-cultural families are an integral part of modern society, the institution of mutual influence of different cultures, of a person’s identity transformation.The studies of marital adjustment, values, and attitudes consistency in inter-cultural couples provide contradictory results.To resolve contradictions in this area, comparative studie
Reactive airway dysfunction syndrome (RADS) is a type of non-immunologically mediated asthma-like disease.It usually occurs after a massive exposure to an irritating substance in the atmosphere in the form of smoke, fumes, gases, and vapor.Unlike bronchial asthma, there is no latency to the symptoms seen in RADS.A number of agents are known to caus
BackgroundA major challenge in breast radiotherapy is accurately targeting the surgical cavity volume.Application of the emerging MRI-guided radiotherapy (MRgRT) technique in breast radiotherapy may enable more accurate targeting and potentially reduce side effects associated with treatment.PurposeTo study the feasibility of delivering MRI-guided p