A SELF-ATTENTION-GUIDED 3D DEEP RESIDUAL NETWORK WITH BIG TRANSFER TO PREDICT LOCAL FAILURE IN BRAIN METASTASIS AFTER RADIOTHERAPY USING MULTI-CHANNEL MRI

A noticeable proportion of larger brain metastases (BMs) are not locally controlled after stereotactic radiotherapy, and it may take months before local progression is apparent on standard follow-up imaging.This work proposes and investigates new explainable deep-learning models to predict the radiotherapy outcome for BM.A novel self-attention-guid

Bovine Caffeine mastitis, a bout of inflammation of the mammary gland in high-yield dairy cows, frequently brings on by bacterial infections.One of the biggest illnesses that harm the dairy sector financially is mastitis, which lowers milk production and quality.Taking into consideration the impact of mastitis on milk production and dairy industry,

BACKGROUND: Rift Valley fever virus is an arthropod-borne human and animal pathogen responsible for large outbreaks of acute and febrile illness throughout Africa and the Arabian Peninsula.Reverse genetics technology has been used to develop deletion mutants of the virus that lack the NSs and/or NSm virulence genes and have been shown to be stable,

One of the key parameters in the diagnosis of papillary thyroid carcinoma (PTC) are true nuclear pseudoinclusions (NPs), which constitute invaginations of the cytoplasm into the nucleus.On the other hand, strong cytoplasmic expression of CK19 AEG BCK452210M SteamBake Electric Single Oven 60cm is a well-known attribute of PTC tumor cells.We analyzed

Many conservation projects relocate sea turtle eggs to hatcheries to protect the sea turtle nests from the anthropogenic and natural threats they face in the early stages of development.The Rescue Center for Endangered Marine Species (CREMA) manages four sea turtle conservation projects on the nesting beaches of the Southern Nicoya Peninsula in Cos