Machine learning analysis of pregnancy data enables early identification of a subpopulation of newborns with ASD
暂无分享,去创建一个
Y. Ben-Ari | N. Hadjikhani | H. Rabiei | E. Lemonnier | H. Caly | P. Coste-Mazeau | S. Hantz | S. Alain | J. Eyraud | T. Chianéa | C. Caly | David Makowski | D. Makowski
[1] E. Poliakoff,et al. Applying Machine Learning to Kinematic and Eye Movement Features of a Movement Imitation Task to Predict Autism Diagnosis , 2020, Scientific Reports.
[2] B. Oranje,et al. Effects of bumetanide on neurodevelopmental impairments in patients with tuberous sclerosis complex: an open-label pilot study , 2020, Molecular Autism.
[3] John T. Hancock,et al. Survey on categorical data for neural networks , 2020, Journal of Big Data.
[4] Jessica B. Girault,et al. Quantitative trait variation in ASD probands and toddler sibling outcomes at 24 months , 2020, Journal of Neurodevelopmental Disorders.
[5] S. Esposito,et al. Vitamin D Deficiency During Pregnancy and Autism Spectrum Disorders Development , 2020, Frontiers in Psychiatry.
[6] B. Sahakian,et al. Symptom improvement in children with autism spectrum disorder following bumetanide administration is associated with decreased GABA/glutamate ratios , 2020, Translational Psychiatry.
[7] J. Buxbaum,et al. Correction: Differential transcriptional response following glucocorticoid activation in cultured blood immune cells: a novel approach to PTSD biomarker development , 2020, Translational Psychiatry.
[8] Xiao-Jiang Li,et al. Maternal valproic acid exposure leads to neurogenesis defects and autism-like behaviors in non-human primates , 2019, Translational Psychiatry.
[9] K. Kapur,et al. Longitudinal EEG power in the first postnatal year differentiates autism outcomes , 2019, Nature Communications.
[10] M. Kudo,et al. Artificial intelligence predicts the progression of diabetic kidney disease using big data machine learning , 2019, Scientific Reports.
[11] A. Carvalho,et al. Environmental risk factors and biomarkers for autism spectrum disorder: an umbrella review of the evidence. , 2019, The lancet. Psychiatry.
[12] Y. Ben-Ari,et al. Early alterations in a mouse model of Rett syndrome: the GABA developmental shift is abolished at birth , 2019, Scientific Reports.
[13] E. Chang,et al. Immature excitatory neurons develop during adolescence in the human amygdala , 2019, Nature Communications.
[14] Xiaolu Tian,et al. Using Machine Learning Algorithms to Predict Hepatitis B Surface Antigen Seroclearance , 2019, Comput. Math. Methods Medicine.
[15] Jessica L. Allen,et al. Machine-learning to stratify diabetic patients using novel cardiac biomarkers and integrative genomics , 2019, Cardiovascular Diabetology.
[16] Christopher Y. Park,et al. Whole-genome deep-learning analysis identifies contribution of noncoding mutations to autism risk , 2019, Nature Genetics.
[17] G. Corrado,et al. End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography , 2019, Nature Medicine.
[18] R. Kotov,et al. Cell type-specific gene expression patterns associated with posttraumatic stress disorder in World Trade Center responders , 2019, Translational Psychiatry.
[19] G. Su,et al. Machine learning models to predict disease progression among veterans with hepatitis C virus , 2019, PloS one.
[20] Y. Ben-Ari,et al. Pyramidal neuron growth and increased hippocampal volume during labor and birth in autism , 2019, Science Advances.
[21] S. Roux,et al. Autism is a prenatal disorder: Evidence from late gestation brain overgrowth , 2018, Autism research : official journal of the International Society for Autism Research.
[22] Y. Ben-Ari,et al. The GABA Developmental Shift Is Abolished by Maternal Immune Activation Already at Birth. , 2018, Cerebral cortex.
[23] I. Hertz-Picciotto,et al. A Prospective Study of Environmental Exposures and Early Biomarkers in Autism Spectrum Disorder: Design, Protocols, and Preliminary Data from the MARBLES Study , 2018, Environmental health perspectives.
[24] Scott M. Lundberg,et al. Explainable machine-learning predictions for the prevention of hypoxaemia during surgery , 2018, Nature Biomedical Engineering.
[25] Lubo Zhang,et al. Gestational Hypoxia and Developmental Plasticity. , 2018, Physiological reviews.
[26] Nathan E. Lewis,et al. The ASD Living Biology: from cell proliferation to clinical phenotype , 2018, Molecular Psychiatry.
[27] C. McDougle,et al. Maternal and Early Postnatal Immune Activation Produce Dissociable Effects on Neurotransmission in mPFC–Amygdala Circuits , 2018, The Journal of Neuroscience.
[28] Nicole Barger,et al. Neuron numbers increase in the human amygdala from birth to adulthood, but not in autism , 2018, Proceedings of the National Academy of Sciences.
[29] Nicole R. Zürcher,et al. Bumetanide for autism: more eye contact, less amygdala activation , 2018, Scientific Reports.
[30] Tonya White,et al. A prospective study of fetal head growth, autistic traits and autism spectrum disorder , 2018, Autism research : official journal of the International Society for Autism Research.
[31] I. Barajon,et al. Maternal Immune Activation Delays Excitatory-to-Inhibitory Gamma-Aminobutyric Acid Switch in Offspring , 2017, Biological Psychiatry.
[32] Hyunju Kim,et al. Maternal gut bacteria promote neurodevelopmental abnormalities in mouse offspring , 2017, Nature.
[33] Guido Gerig,et al. Functional neuroimaging of high-risk 6-month-old infants predicts a diagnosis of autism at 24 months of age , 2017, Science Translational Medicine.
[34] Guiqin Zhang,et al. Prenatal, perinatal, and postnatal factors associated with autism , 2017, Medicine.
[35] Y. Ben-Ari,et al. Effects of bumetanide on neurobehavioral function in children and adolescents with autism spectrum disorders , 2017, Translational Psychiatry.
[36] Lauren E. Libero,et al. In pursuit of neurophenotypes: The consequences of having autism and a big brain , 2017, Autism research : official journal of the International Society for Autism Research.
[37] Y. Ben-Ari,et al. Effects of bumetanide on neurobehavioral function in children and adolescents with autism spectrum disorders , 2017, Translational Psychiatry.
[38] Alan C. Evans,et al. Early brain development in infants at high risk for autism spectrum disorder , 2017, Nature.
[39] D. Amaral,et al. Selective lesion of the hippocampus increases the differentiation of immature neurons in the monkey amygdala , 2016, Proceedings of the National Academy of Sciences.
[40] Chandra L. Theesfeld,et al. Genome-wide prediction and functional characterization of the genetic basis of autism spectrum disorder , 2016, Nature Neuroscience.
[41] Tianqi Chen,et al. XGBoost: A Scalable Tree Boosting System , 2016, KDD.
[42] Tony Charman,et al. Diagnosis of autism spectrum disorder: reconciling the syndrome, its diverse origins, and variation in expression , 2016, The Lancet Neurology.
[43] Hyunju Kim,et al. The maternal interleukin-17a pathway in mice promotes autism-like phenotypes in offspring , 2016, Science.
[44] M. Maybery,et al. A Prospective Ultrasound Study of Prenatal Growth in Infant Siblings of Children With Autism , 2016, Autism research : official journal of the International Society for Autism Research.
[45] C. Arnaud,et al. Prenasal thickness to nasal bone length ratio: effectiveness as a second or third trimester marker for Down syndrome. , 2015, European journal of obstetrics, gynecology, and reproductive biology.
[46] Karim Jerbi,et al. Exceeding chance level by chance: The caveat of theoretical chance levels in brain signal classification and statistical assessment of decoding accuracy , 2015, Journal of Neuroscience Methods.
[47] A. McAllister,et al. Immune mediators in the brain and peripheral tissues in autism spectrum disorder , 2015, Nature Reviews Neuroscience.
[48] Brian K. Lee,et al. Changes in Prevalence of Autism Spectrum Disorders in 2001–2011: Findings from the Stockholm Youth Cohort , 2014, Journal of Autism and Developmental Disorders.
[49] Nouchine Hadjikhani,et al. Improving emotional face perception in autism with diuretic bumetanide: A proof-of-concept behavioral and functional brain imaging pilot study , 2015, Autism : the international journal of research and practice.
[50] Irene Knuesel,et al. Maternal immune activation and abnormal brain development across CNS disorders , 2014, Nature Reviews Neurology.
[51] Boris Yamrom,et al. The contribution of de novo coding mutations to autism spectrum disorder , 2014, Nature.
[52] Y. Ben-Ari,et al. Response to Comment on “Oxytocin-mediated GABA inhibition during delivery attenuates autism pathogenesis in rodent offspring” , 2014, Science.
[53] Kathryn Roeder,et al. Most genetic risk for autism resides with common variation , 2014, Nature Genetics.
[54] V. Smith,et al. Prenatal valproate exposure and risk of autism spectrum disorders and childhood autism , 2014, Archives of Disease in Childhood: Education & Practice Edition.
[55] Eric Courchesne,et al. Patches of disorganization in the neocortex of children with autism. , 2014, The New England journal of medicine.
[56] A. Iosif,et al. Activation of the Maternal Immune System During Pregnancy Alters Behavioral Development of Rhesus Monkey Offspring , 2014, Biological Psychiatry.
[57] Amene Shahrokhi,et al. Oxytocin-Mediated GABA Inhibition During Delivery Attenuates Autism Pathogenesis in Rodent Offspring , 2014, Science.
[58] A. Contractor,et al. The Developmental Switch in GABA Polarity Is Delayed in Fragile X Mice , 2014, The Journal of Neuroscience.
[59] Mogens Vestergaard,et al. Prenatal valproate exposure and risk of autism spectrum disorders and childhood autism. , 2013, JAMA.
[60] M. Daly,et al. Identification of risk loci with shared effects on five major psychiatric disorders: a genome-wide analysis , 2013, The Lancet.
[61] Peter C Austin,et al. Using methods from the data-mining and machine-learning literature for disease classification and prediction: a case study examining classification of heart failure subtypes. , 2013, Journal of clinical epidemiology.
[62] D. Schendel,et al. Autism After Infection, Febrile Episodes, and Antibiotic Use During Pregnancy: An Exploratory Study , 2012, Pediatrics.
[63] Kathryn Roeder,et al. Common genetic variants, acting additively, are a major source of risk for autism , 2012, Molecular Autism.
[64] S. Mazmanian,et al. Modeling an autism risk factor in mice leads to permanent immune dysregulation , 2012, Proceedings of the National Academy of Sciences.
[65] P. Patterson,et al. Maternal immune activation yields offspring displaying mouse versions of the three core symptoms of autism , 2012, Brain, Behavior, and Immunity.
[66] Irva Hertz-Picciotto,et al. Tipping the Balance of Autism Risk: Potential Mechanisms Linking Pesticides and Autism , 2012, Environmental health perspectives.
[67] Y. S. Kim,et al. Global Prevalence of Autism and Other Pervasive Developmental Disorders , 2012, Autism research : official journal of the International Society for Autism Research.
[68] S. Rogers,et al. Intervening in infancy: implications for autism spectrum disorders. , 2010, Journal of child psychology and psychiatry, and allied disciplines.
[69] S. Sekulic,et al. Probability of breech presentation and its significance , 2010, The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians.
[70] P. Mortensen,et al. Association of Family History of Autoimmune Diseases and Autism Spectrum Disorders , 2009, Pediatrics.
[71] S. Rogers,et al. What are infant siblings teaching us about autism in infancy? , 2009, Enfance; psychologie, pedagogie, neuropsychiatrie, sociologie.
[72] Y. Ben-Ari. Neuro-archaeology: pre-symptomatic architecture and signature of neurological disorders , 2008, Trends in Neurosciences.
[73] W. McMahon,et al. A Retrospective Fetal Ultrasound Study of Brain Size in Autism , 2007, Biological Psychiatry.
[74] K. Mirnics,et al. Maternal Immune Activation Alters Fetal Brain Development through Interleukin-6 , 2007, The Journal of Neuroscience.
[75] R. Khazipov,et al. GABA: a pioneer transmitter that excites immature neurons and generates primitive oscillations. , 2007, Physiological reviews.
[76] R. Khazipov,et al. Maternal Oxytocin Triggers a Transient Inhibitory Switch in GABA Signaling in the Fetal Brain During Delivery , 2006, Science.
[77] T. Bourgeron,et al. Searching for ways out of the autism maze: genetic, epigenetic and environmental clues , 2006, Trends in Neurosciences.
[78] A. Ng. Feature selection, L1 vs. L2 regularization, and rotational invariance , 2004, Twenty-first international conference on Machine learning - ICML '04.
[79] J. Hallmayer,et al. Perinatal factors and the development of autism: a population study. , 2004, Archives of general psychiatry.
[80] Eric Fombonne,et al. Autism Spectrum Disorders: Early Detection, Intervention, Education, and Psychopharmacological Management , 2003, Canadian journal of psychiatry. Revue canadienne de psychiatrie.
[81] Ruth A. Carper,et al. Evidence of brain overgrowth in the first year of life in autism. , 2003, JAMA.
[82] P. Bundred,et al. Finger and toe ratios in humans and mice: implications for the aetiology of diseases influenced by HOX genes. , 2003, Medical hypotheses.
[83] J. Friedman. Greedy function approximation: A gradient boosting machine. , 2001 .
[84] L. Hansson,et al. The birth process initiates an acute phase reaction in the fetus‐newborn infant , 2000, Acta paediatrica.
[85] I. Ingemarsson,et al. Long term outcome after umbilical artery acidaemia at term birth: influence of gender and duration of fetal heart rate abnormalities , 1997, British journal of obstetrics and gynaecology.
[86] Anil K. Jain,et al. Small Sample Size Effects in Statistical Pattern Recognition: Recommendations for Practitioners , 1991, IEEE Trans. Pattern Anal. Mach. Intell..
[87] M. Fujimura,et al. Velocity of head growth during the perinatal period. , 1977, Archives of disease in childhood.
[88] B. Chandrasekaran,et al. On dimensionality and sample size in statistical pattern classification , 1971, Pattern Recognit..
[89] Johnny L. Matson,et al. The increasing prevalence of autism spectrum disorders , 2011 .
[90] L. Kouam,et al. [Frequency of breech presentation during pregnancy and on full term (author's transl)]. , 1981, Zentralblatt fur Gynakologie.