Maria Ulyanova

Tuning deep learning hyperparameters for magnetic resonance fingerprinting recognition

2022 · 2022 IEEE International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON)

We present a novel deep learning approach for breast cancer detection. In the proposed method we simulate the magnetic resonance fingerprints obtained from pseudorandom radiofrequency pulse sequences using the population average breast tissue composition. We …