Proteins are some of the most fascinating and challenging molecules in the universe, and
they pose a big challenge for artificial intelligence. The implementation of machine …

Aiming at the limitation of the convolution kernel with a fixed receptive field and unknown
prior to optimal network width in U-Net, multi-scale U-Net (MSU-Net) is proposed by us for …

Background: The Anatomical Therapeutic Chemicals (ATC) classification system is a widely
accepted drug classification system. It classifies drugs according to the organ or system in …

Modern oncology offers a wide range of treatments and therefore choosing the best option
for particular patient is very important for optimal outcome. Multi-omics profiling in …

Myocarditis is the form of an inflammation of the middle layer of the heart wall which is
caused by a viral infection and can affect the heart muscle and its electrical system. It has …

UNet and its variations achieve state-of-the-art performances in medical image
segmentation. In end-to-end learning, the training with high-resolution medical images …

Facial expression recognition (FER) has an important role in intelligent human–computer
interaction. The complexity and confusion of target emotions and the subjectivity of …

Probabilistic prediction of the remaining useful life (RUL) of bearings is critically important,
especially in an industrial setting where unplanned maintenance needs, unscheduled …

Post-translational modification (PTM) occurs after a protein is translated from ribonucleic
acid. It is an important living creature life phenomenon because it is implicated in almost all …

In this paper, we propose an Outlined Attention U-network (OAU-net) with bypass branching
strategy to solve biomedical image segmentation tasks, which is capable of sensing shallow …