Completed Study Validates AI Tool for Infantile Spasms Detection in Home Videos — Implications for Earlier Diagnosis
247 Health News Editorial
·12 May 2026
·3 min read
·clinical-trialsA completed Johns Hopkins study validated an automated video analysis tool for detecting infantile spasms in parent-recorded videos. The research addresses critical diagnostic delays in this pediatric neurological emergency.
Originally reported by ClinicalTrials.gov
References
- 1.Auvin, S., Hartman, A. L., Desnous, B., Moreau, A. C., Alberti, C., Delanoe, C., ... & Plouin, P. (2012). Diagnosis delay in West syndrome: misdiagnosis and consequences. European Journal of Pediatrics, 171(11), 1695-1701. https://doi.org/10.1007/s00431-012-1685-8
- 2.Johns Hopkins University. (2024). A Machine Learning Approach to Infantile Spasms Recognition in Video Recordings. ClinicalTrials.gov. NCT06315829. https://clinicaltrials.gov/study/NCT06315829
- 3.Lux, A. L., Edwards, S. W., Hancock, E., Johnson, A. L., Kennedy, C. R., Newton, R. W., ... & Osborne, J. P. (2004). The United Kingdom Infantile Spasms Study comparing vigabatrin with prednisolone or tetracosactide at 14 days: a multicentre, randomised controlled trial. Lancet, 364(9447), 1773-1778. https://doi.org/10.1016/S0140-6736(04)17400-X
- 4.Pellock, J. M., Hrachovy, R., Shinnar, S., Baram, T. Z., Bettis, D., Dlugos, D. J., ... & Shields, W. D. (2010). Infantile spasms: a U.S. consensus report. Epilepsia, 51(10), 2175-2189. https://doi.org/10.1111/j.1528-1167.2009.02384.x
- 5.Riikonen, R. (2020). Infantile spasms: outcome in clinical studies. Pediatric Neurology, 108, 54-64. https://doi.org/10.1016/j.pediatrneurol.2019.12.006
- 6.Wilmshurst, J. M., Gaillard, W. D., Vinayan, K. P., Tsuchida, T. N., Plouin, P., Van Bogaert, P., ... & Cross, J. H. (2015). Summary of recommendations for the management of infantile spasms: Task Force Report for the ILAE Commission of Pediatrics. Epilepsia, 56(8), 1185-1197. https://doi.org/10.1111/epi.13057
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247 Health News Editorial
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