Concepedia

Early identification of autism spectrum disorder based on machine learning with eye-tracking data

Qiuhong Wei, Wenxin Dong, Dongchuan Yu, Ke Wang, Ting Yang, Yuanjie Xiao, Dan Long, Haiyi Xiong, Jie Chen, Ximing Xu,

Journal of Affective Disorders · 2024 · 37 citations · 34 references

Concepts

ComputingComputer SciencePsychologyAutism Spectrum DisordersComputer VisionMachine LearningDevelopmental Disorders Of VisionEarly IdentificationEye Movement AnalysisFace RecognitionNeurodevelopmental DisordersPattern RecognitionAutism ScreeningAutism Spectrum Disorder ScreeningEye Movement BiometricsEye Movement Event DetectionEye Movement Feature ExtractionEye-tracking CorporaIdentification

References

34

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

Gary S. Collins, Johannes B. Reitsma, Douglas G. Altman et al. · BMJ · 2015 · 4K citations · Full text

Computing, Internal Medicine, Clinical Decision Support +16

Prevalence and Characteristics of Autism Spectrum Disorder Among Children Aged 8 Years — Autism and Developmental Disabilities Monitoring Network, 11 Sites, United States, 2018

Matthew J. Maenner, Kelly Shaw, Amanda V. Bakian et al. · MMWR Surveillance Summaries · 2021 · 1.8K citations · Full text

Public Health, Child Health, Pediatrics +10

Bright Futures: Guidelines for Health Supervision of Infants, Children, and Adolescents.

Morris Green · 1994 · 1.7K citations

Public Health, Child Health, Pediatrics +12

An interpretable mortality prediction model for COVID-19 patients

Yan Li, Jorge Gonçalves, Yang Xiao et al. · Nature Machine Intelligence · 2020 · 1K citations · Full text

Computing, Clinical Sciences, Infectious Diseases +17