Maeda Fumiatsu

Using artificial intelligence to improve human performance: efficient retinal disease detection training with synthetic images.

Synthetic images can be used effectively in medical education. We also found that humans are more robust to novel situations than AI models, thus showcasing human judgement's essential role in medical diagnosis.

Pupillary responses driven by ipRGCs and classical photoreceptors are impaired in glaucoma.

The reduced PIPRblue-red indicates a characteristic impairment of the melanopsin-driven pathway of ipRGCs in glaucoma patients, whereas the reduced MRA and increased SORRS suggest a disturbed synaptic function and altered interaction between outer photoreceptors, RGCs,…