Abstract: In task-oriented communications, most existing work designed the physical-layer communication modules and learning based codecs with distinct objectives: learning is targeted at accurate ...

Abstract: For cancer diagnosis and treatment planning, accurate and reliable brain tumor segmentation is crucial. In this paper, a CNN encoder-decoder-based multi-task learning method is proposed.