Leveraging Raw Signal Data for Improved Deep Learning in Medical Imaging: Opportunities and Challenges

Directly training neural networks on raw signal data from medical imaging scanners could provide more nuanced and accurate insights compared to using pre-processed images, but faces significant technical and practical hurdles that need to be addressed.