Re:AI Can Detect Alzheimer’s Disease Six Years Before a Diag...
by johnnyfived on Friday January 04, 2019 @08:17PM
(#18829247)
No questions here, but you guys might be interested to see the implementation I took with this, where I also used machine learning for Alzheimer's / dementia diagnosis.
I was using OASIS's public dataset so I only had ~150 images to work with, instead of ~2000. I used transfer learning from ImageNet's dataset to try and get usable results. I also had super limited testing (15-20 patients), but got ~60% accuracy with ~13% false positive rate.
It could be useful to apply those same transfer learning techniques in your team's model.
https://github.com/jddunn/dementia-progression-analysis
I was using OASIS's public dataset so I only had ~150 images to work with, instead of ~2000. I used transfer learning from ImageNet's dataset to try and get usable results. I also had super limited testing (15-20 patients), but got ~60% accuracy with ~13% false positive rate.
It could be useful to apply those same transfer learning techniques in your team's model.