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Improving Recruitment for a Newborn Screening Pilot Study with Adaptations in Response to the COVID-19 Pandemic
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In: International Journal of Neonatal Screening; Volume 8; Issue 2; Pages: 23 (2022)
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| 2 |
Prevalence of ankyloglossia and factors that impact on exclusive breastfeeding in neonates
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In: Revista CEFAC, Vol 24, Iss 1 (2022) (2022)
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Neurodevelopmental outcomes among extremely premature infants with linear growth restriction.
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| 4 |
Detección precoz de la hipoacusia, influencia en el diagnóstico y en el tratamiento temprano
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Deficient neural encoding of speech sounds in term neonates born after fetal growth restriction
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| 6 |
Universal neonatal hearing screening program at a university hospital: an analysis using quality indicators
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In: Revista CEFAC, Vol 23, Iss 4 (2021) (2021)
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| 7 |
Long-term persistence of monotypic dengue transmission in small size isolated populations, French Polynesia, 1978-2014
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In: ISSN: 1935-2727 ; EISSN: 1935-2735 ; PLoS Neglected Tropical Diseases ; https://hal.archives-ouvertes.fr/hal-02747286 ; PLoS Neglected Tropical Diseases, Public Library of Science, 2020, 14 (3), pp.e0008110. ⟨10.1371/journal.pntd.0008110⟩ (2020)
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| 8 |
Adjacent and Non-Adjacent Word Contexts Both Predict Age of Acquisition of English Words: A Distributional Corpus Analysis of Child-Directed Speech.
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In: Cognitive science, vol 44, iss 11 (2020)
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| 9 |
Defining and distinguishing infant behavioral states using acoustic cry analysis: is colic painful?
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Parga, Joanna J; Lewin, Sharon; Lewis, Juanita; Montoya-Williams, Diana; Alwan, Abeer; Shaul, Brianna; Han, Carol; Bookheimer, Susan Y; Eyer, Sherry; Dapretto, Mirella; Zeltzer, Lonnie; Dunlap, Lauren; Nookala, Usha; Sun, Daniel; Dang, Bianca H; Anderson, Ariana E
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In: Pediatric research, vol 87, iss 3 (2020)
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Abstract:
BackgroundTo characterize acoustic features of an infant's cry and use machine learning to provide an objective measurement of behavioral statein a cry-translator. To apply thecry-translation algorithm to colic hypothesizing that these cries sound painful.MethodsAssessment of 1000 cries in a mobile app (ChatterBabyTM). Training a cry-translationalgorithm by evaluating >6000 acoustic features to predict whether infant cry was due to a pain (vaccinations, ear-piercings), fussy, or hunger states. Using the algorithm to predict the behavioral state of infants with reported colic.ResultsThe cry-translationalgorithm was 90.7% accurate for identifying pain cries, and achieved 71.5% accuracy in discriminating cries from fussiness, hunger, or pain. The ChatterBabycry-translationalgorithm overwhelmingly predicted that colic cries were most likely from pain, compared to fussy and hungry states. Colic cries had average pain ratings of 73%, significantly greater than the pain measurements found in fussiness and hunger (p < 0.001, 2-sample t test). Colic cries outranked pain cries by measures of acoustic intensity, including energy, length of voiced periods, and fundamental frequency/pitch, while fussy and hungry cries showed reduced intensity measures compared to pain and colic.ConclusionsAcoustic features of cries are consistent across a diverse infant population and can be utilized as objective markers of pain, hunger, and fussiness. TheChatterBaby algorithm detected significant acoustic similarities between colic and painful cries, suggesting that they may share a neuronal pathway.
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Keyword:
Abdominal Pain; Acoustics; Automated; Colic; Computer-Assisted; Crying; Female; Humans; Infant; Infant Behavior; Machine Learning; Male; Mobile Applications; Newborn; Paediatrics and Reproductive Medicine; Pain Perception; Pattern Recognition; Pediatrics; Public Health and Health Services; Signal Processing; Sound Spectrography
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URL: https://escholarship.org/uc/item/3h36c0hh
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| 10 |
A multi-level developmental approach to exploring individual differences in Down syndrome: genes, brain, behaviour, and environment. ...
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| 11 |
Utilization of Genetics Services in the Diagnosis of Hearing Loss in Newborns in the State of Ohio
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In: http://rave.ohiolink.edu/etdc/view?acc_num=osu1587487734460476 (2020)
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| 12 |
Performance of the German version of the PARCA-R questionnaire as a developmental screening tool in two-year-old very preterm infants
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In: ISSN: 1932-6203 ; PLOS ONE, Vol. 15, No 9 (2020) P. e0236289 (2020)
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| 13 |
A multi-level developmental approach to exploring individual differences in Down syndrome: genes, brain, behaviour, and environment.
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| 14 |
Status of early hearing detection and intervention programs in Canada: Results from a country-wide survey
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In: Communication Sciences and Disorders Publications (2020)
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| 15 |
Breastfeeding rate and speech-language therapy in the Kangaroo Method
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In: Revista CEFAC, Vol 21, Iss 5 (2020) (2020)
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| 16 |
Territorial distribution and quality indicators of compulsory Neonatal Hearing Screening in Brazil after Law 12,303/2010
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In: Revista CEFAC, Vol 22, Iss 4 (2020) (2020)
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| 17 |
Speech-language-hearing follow-up of preterm children: feeding and neuropsychomotor performance
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In: Revista CEFAC, Vol 22, Iss 4 (2020) (2020)
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| 18 |
Ankyloglossia and breastfeeding: what is the evidence of association between them?
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In: Revista CEFAC, Vol 22, Iss 3 (2020) (2020)
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| 19 |
Neurodevelopmental outcomes among extremely premature infants with linear growth restriction.
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In: Journal of perinatology : official journal of the California Perinatal Association, vol 39, iss 2 (2019)
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| 20 |
Pathogenic variants in USP7 cause a neurodevelopmental disorder with speech delays, altered behavior, and neurologic anomalies.
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In: Genetics in medicine : official journal of the American College of Medical Genetics, vol 21, iss 8 (2019)
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