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Early detection of autism using digital behavioral phenotyping.
Perochon S, Di Martino JM, Carpenter KLH, Compton S, Davis N, Eichner B, Espinosa S, Franz L, Krishnappa Babu PR, Sapiro G, Dawson G. Perochon S, et al. Nat Med. 2023 Oct;29(10):2489-2497. doi: 10.1038/s41591-023-02574-3. Epub 2023 Oct 2. Nat Med. 2023. PMID: 37783967 Free PMC article.
Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder.
Babu PRK, Di Martino JM, Chang Z, Perochon S, Carpenter KLH, Compton S, Espinosa S, Dawson G, Sapiro G. Babu PRK, et al. Among authors: perochon s. IEEE Trans Affect Comput. 2023 Apr-Jun;14(2):919-930. doi: 10.1109/taffc.2021.3113876. Epub 2021 Sep 20. IEEE Trans Affect Comput. 2023. PMID: 37266390 Free PMC article.
Blink rate and facial orientation reveal distinctive patterns of attentional engagement in autistic toddlers: a digital phenotyping approach.
Krishnappa Babu PR, Aikat V, Di Martino JM, Chang Z, Perochon S, Espinosa S, Aiello R, L H Carpenter K, Compton S, Davis N, Eichner B, Flowers J, Franz L, Dawson G, Sapiro G. Krishnappa Babu PR, et al. Among authors: perochon s. Sci Rep. 2023 May 3;13(1):7158. doi: 10.1038/s41598-023-34293-7. Sci Rep. 2023. PMID: 37137954 Free PMC article.
Complexity analysis of head movements in autistic toddlers.
Krishnappa Babu PR, Di Martino JM, Chang Z, Perochon S, Aiello R, Carpenter KLH, Compton S, Davis N, Franz L, Espinosa S, Flowers J, Dawson G, Sapiro G. Krishnappa Babu PR, et al. Among authors: perochon s. J Child Psychol Psychiatry. 2023 Jan;64(1):156-166. doi: 10.1111/jcpp.13681. Epub 2022 Aug 14. J Child Psychol Psychiatry. 2023. PMID: 35965431 Free PMC article.
Computational Methods to Measure Patterns of Gaze in Toddlers With Autism Spectrum Disorder.
Chang Z, Di Martino JM, Aiello R, Baker J, Carpenter K, Compton S, Davis N, Eichner B, Espinosa S, Flowers J, Franz L, Harris A, Howard J, Perochon S, Perrin EM, Krishnappa Babu PR, Spanos M, Sullivan C, Walter BK, Kollins SH, Dawson G, Sapiro G. Chang Z, et al. Among authors: perochon s. JAMA Pediatr. 2021 Aug 1;175(8):827-836. doi: 10.1001/jamapediatrics.2021.0530. JAMA Pediatr. 2021. PMID: 33900383 Free PMC article.
A scalable computational approach to assessing response to name in toddlers with autism.
Perochon S, Di Martino M, Aiello R, Baker J, Carpenter K, Chang Z, Compton S, Davis N, Eichner B, Espinosa S, Flowers J, Franz L, Gagliano M, Harris A, Howard J, Kollins SH, Perrin EM, Raj P, Spanos M, Walter B, Sapiro G, Dawson G. Perochon S, et al. J Child Psychol Psychiatry. 2021 Sep;62(9):1120-1131. doi: 10.1111/jcpp.13381. Epub 2021 Feb 28. J Child Psychol Psychiatry. 2021. PMID: 33641216 Free PMC article.