ArticleDevelopmental cognitive neuroscience2025
EEG-based brain age prediction in infants-toddlers: Implications for early detection of neurodevelopmental disorders.
Article in Developmental cognitive neuroscience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
6 citing papers in PubMed.
- Bridging the gap: Translating fetal, infant, and toddler neuroimaging insights into clinical practice.Developmental cognitive neuroscience · 2026Review
- Modeling differences in neurodevelopmental maturity of the reading network using support vector regression on functional connectivity data.Developmental cognitive neuroscience · 2026Article
- A dataset of EEG and ECG recordings around the onset of NREM sleep from infancy to adolescence.Scientific data · 2026Article
- Myelination-attention-empowered deep learning model improved brain age prediction in children below 2 years of age.Pediatric radiology · 2026Article
- Decoding brain age predictions from sleep electroencephalography across infancy to adolescence.Scientific reports · 2025Article
- Hidden social and emotional competencies in autism spectrum disorders captured through the digital lens.Frontiers in psychiatry · 2025Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
The infant brain undergoes rapid developmental changes in the first three years of life. Understanding these changes through the prediction of chronological age using neuroimaging can provide insights into typical and atypical brain development. We utilized 938 resting-state EEG recordings from 457 typically developing infants, 2 to 38 months old, to develop age prediction models. The multilayer perceptron model demonstrated the highest accuracy with an R
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.