A flashlight shines into the eye, and the retina responds with electrical impulses, like an echo, but not of sound, of light. This echo can be recorded, and it reveals not only how the eye is working but also how the brain is. After all, the retina is a piece of the brain that has been pushed out to the periphery.
Researchers from Australia and the UK recorded these 'echoes' in three groups of children: typically developing, those with autism, and those with both autism and attention deficit hyperactivity disorder (ADHD). They used a portable device called the RETeval — a box about the size of a palm that attaches under the eye and reads signals through the skin, like a microphone. The child doesn't need to sit still in a dark room; they just look at flashes of light.
In total, they collected more than five thousand recordings. Each one is a curve with rapid oscillations (so-called oscillatory potentials). In children with autism, these oscillations turned out to be smoothed out, as if muffled, while in those with additional ADHD, they were more jagged. The difference is noticeable even when comparing the left and right eyes.
Now these data are open to everyone. Doctors and engineers can train programs on them that, with a single flash of light, might flag autism or ADHD. This isn't a replacement for a diagnosis, but a quick screening, like a thermometer that tells you whether to see a specialist. In this way, a routine eye check could become a window into neurodevelopment, and an ordinary flashlight a tool that peers into the depths of the brain.
as written by the authors arXiv:2604.16981
The LEOPs (Light-ERG-Oscillatory Potentials) dataset provides light-adapted (LA) electroretinogram (ERG) and Oscillatory Potentials (OPs) waveforms for typically developing Control, Autism Spectrum Disorder (ASD) and ASD + Attention Deficit Hyperactivity Disorder (ADHD) childhood and adolescent populations. The ERGs were recorded in the Right And Left eyes with skin electrodes using the handheld RETeval device at two sites in Australia and the United Kingdom. The LEOPs dataset includes 5309 single flash ERG and 4434 OPs waveforms as well as images selected from each participant showing the position of the skin electrode. The LEOPs dataset is constructed from recordings using a 9 step randomized flash series from $$-0.37$$ to $$1.20$$~$$Td.s$$, a 2 step at 113 and 446 $$Td.s$$ flash strengths (2500 Control, 1730 ASD and 451 ASD + ADHD samples), as well as the $$85$$~$$Td.s$$ (Light Adapted 3 $$cd.s.m^{-2}$$ (LA3)) equivalent International Society of Clinical Electrophysiology of Vision (ISCEV) Standard flash with 435 Control, 176 ASD and 37 ASD + ADHD waveform samples. Code for the stimulus is provided along with participant demographics, date and time of testing, and where available diagnostic scores for the ASD and ASD + ADHD groups, alongside iris color, electrode position with image files and time domain values for the ERG and summed values for the OPs. The repository contains excel file, exported JSON files on the patient level that are more suitable for machine learning tasks, images of electrode position for each recording and the protocol files for use with the RETeval.
The retina is the only part of the central nervous system you can see without surgery, just by looking into the eye.
In José Saramago's novel 'Blindness,' people lose their sight but keep their minds — here it's the reverse: through sight, we peer into the mind.