Evaluating the Safety of Deep Learning-Based Brain MRI Reconstruction

Dat Tat Mai, Thai Viet Pham, Thu Nguyen Thi Dang +1

Objective: Deep learning accelerates brain MRI four- to tenfold, but models can erase lesions or synthesize false tissue - failures pixel-averaged metrics like PSNR and SSIM miss.…