A high-quality blog series by Luke Oakden-Rayner, a radiologist (MD) who is doing a PhD focusing on applying machine learning to medical images and text.
Bit of an aside, but I'd love to know if said Deep Learning could possibly learn to detect whether a pneumonia was merely eosinophilic (no invader, just white cells gone wild.) I'm hoping that maybe a more general distribution would be characteristic of eosinophilic pneumonia, I suppose.
I'm currently taking an ML seminar through my university's computer science department while in medical school, and it blows my mind daily. I'd love to contribute, but know that I don't have the time or patience to become an effective ML researcher in medicine. Cheers to these fantastic individuals pushing the application of ML in medicine, potentially saving human lives.