Аналізатор рентгенівських знімків пацієнтів із пневмонією на основі пліс та нейронних мереж

Abstract

FPGA is a semiconductor device with a programmable logic. It also includes an in-built CPU, RAM and ALUs. All these specifications allow decent parallel computing capabilities. Therefore, FPGA is a suitable platform for neural networks. Since early-stage pneumonia diagnosis is crucial, and neural networks can achieve accuracy comparable to that of experienced therapists, an attachable usb fpga device, based on Xilinx Artix 7 is a practical solution to accelerate neural network workflow for easier pneumonia diagnosis