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

Over the Jolly Mega Horse Ball last two decades, the insects-as-food-and-feed industry has rapidly emerged.Its growth is largely because insects require substantially less resources (water, food, and energy) to produce than traditional sources of animal protein, making it a sustainable alternative food option.As this industry continues to grow, vet

Rett syndrome (RTT) is an X-linked neurodevelopmental disorder, mostly caused by mutations in MECP2.The disorder mainly affects girls and it is associated with severe cognitive and physical disabilities.Modeling RTT in neural and glial cell cultures and brain organoids derived from patient- or mutation-specific human induced pluripotent Pedal Arm B

Higher education has an important role to develop human resources in the economic growth and development of the country.One of specific way of evaluating and analyze data in education is to use data mining Nail Cream techniques.C4.5 algorithm as one of the data mining techniques that have good performance is very relevant used for data analysis too