Herein, we propose a new deep neural network ROSEHIP SEED OIL model based on invariant information clustering (IIC), proposed by Ji et al., to improve the modeling performance of the leave-one-site-out cross-validation (LOSO-CV) for a multi-source dataset.Our Extended IIC (EIIC) is a type of contrastive learning; however, unlike the original IIC, i
Introduction Biologic and small-molecule therapies have revolutionised the treatment of moderate-to-severe inflammatory bowel disease (IBD).A significant proportion of patients experience early or delayed treatment failure.Patients with IBD with greater visceral obesity are less likely to respond to biologics.Sarcopenia has been identified as a pre
Mound breakwaters with significant overtopping rates in depth-limited conditions are common in practice due to social concern about the visual impact of coastal structures and sea level rise due to climatic change.For overtopped mound breakwaters, the highest waves pass over the crest producing armor damage, not only to the front slope, but also to
The response of S-phase cells labelled with bromodeoxyuridine (BrdU) in sheep airways undergoing repair in response to endobronchial brush biopsy was investigated in this study.Separate sites within the airway tree of anaesthetised sheep were biopsied at intervals prior to pulse labelling with BrdU, which was administered one hour prior to euthanas